Nothing
tests/testthat/_snaps/linear.md
In cardinalR: Collection of Data Structures
plane() works
Code
plane(n = 100, coef_x1 = 1, coef_x2 = 1, coef_y1 = -1, coef_y2 = 1,
intercept_x = -10, intercept_y = 8, u_min = 10, u_max = 30, v_min = 10,
v_max = 20, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] 38.06529 -0.1830627 0.046811273 -0.0397026339
[2,] 27.34585 2.5625671 -0.012496258 0.0290763175
[3,] 21.16194 8.7465377 -0.039036306 0.0422360181
[4,] 22.69912 6.4338428 0.012114244 -0.0214310022
[5,] 20.57979 14.6530384 -0.007777032 -0.0499433291
[6,] 32.54503 -1.7862650 -0.043311664 -0.0356851794
[7,] 30.73466 -7.2881825 0.009618158 0.0015637302
[8,] 19.44866 -1.1737037 0.040446538 -0.0123396746
[9,] 31.68997 3.8059987 -0.049745073 -0.0284339315
[10,] 26.78050 2.4224215 -0.015265306 -0.0350829806
[11,] 22.55121 3.0012882 0.036571148 -0.0353439124
[12,] 24.67340 6.3530023 0.015919120 0.0423142502
[13,] 16.95236 12.4425380 -0.031443569 -0.0051962465
[14,] 17.24686 8.3570084 0.044940477 -0.0389469245
[15,] 23.78803 -4.2913413 -0.028938895 -0.0086575911
[16,] 28.95666 3.0204627 0.013595432 0.0232040592
[17,] 18.00771 3.1614595 0.002368991 -0.0245691278
[18,] 22.98414 2.2354769 -0.030572272 -0.0315889175
[19,] 34.53390 -7.4083066 -0.018436977 0.0227344875
[20,] 37.13628 -1.8840554 0.045953311 -0.0366494890
[21,] 28.74126 1.0869808 0.034806118 0.0157848667
[22,] 29.23264 -8.7350911 0.004200594 0.0070135517
[23,] 26.88059 5.2281353 -0.030929957 0.0208199039
[24,] 14.64936 11.4165465 -0.023326323 -0.0189224581
[25,] 27.74610 1.7388255 0.038856192 0.0338216087
[26,] 37.18762 -1.2830828 0.036005257 -0.0460992394
[27,] 23.02161 2.1751909 -0.005547783 0.0447378346
[28,] 16.30969 11.6633176 0.010797826 0.0272497393
[29,] 17.14388 2.9375274 0.029635492 -0.0160971409
[30,] 32.36522 4.0710232 0.009967849 0.0464448324
[31,] 29.88198 1.9592347 -0.006457079 0.0179349351
[32,] 14.71168 6.6890438 -0.030954550 -0.0207382537
[33,] 26.97118 9.8648475 -0.025088984 0.0037443788
[34,] 13.34293 7.4718654 0.031934072 -0.0118583800
[35,] 29.82356 2.4865690 -0.035403466 0.0063740385
[36,] 17.56274 15.0600768 -0.042859625 -0.0297865495
[37,] 31.07166 2.7377337 -0.034428535 -0.0433482581
[38,] 15.73687 5.3311466 0.034162961 -0.0163532625
[39,] 34.18389 -1.2757472 -0.045406635 0.0359919606
[40,] 13.66898 5.5663674 0.012260502 -0.0370901504
[41,] 31.28573 -7.0931311 0.002252682 -0.0496382012
[42,] 21.44132 9.7052804 0.004865140 0.0114451926
[43,] 16.82610 8.4510034 0.037104514 -0.0157686300
[44,] 27.50368 4.7326645 0.019189041 -0.0482725061
[45,] 26.76326 7.1673272 0.016947191 0.0417446218
[46,] 27.82745 7.8905092 0.023474528 0.0490760001
[47,] 17.98650 12.3005478 -0.046460505 -0.0143416769
[48,] 22.77130 -2.6648940 -0.014047195 -0.0389693632
[49,] 31.50927 4.0713054 -0.002774406 -0.0050521928
[50,] 25.77285 0.4949728 0.021978159 -0.0338490285
[51,] 23.92458 -3.8812268 0.001459893 0.0007207744
[52,] 37.41894 -1.6252462 -0.032680244 0.0358561296
[53,] 26.95733 3.1994629 -0.006952650 -0.0343432767
[54,] 16.42082 6.9811431 0.049056897 0.0380912595
[55,] 26.39955 2.2407739 -0.037429136 -0.0017651984
[56,] 35.25352 -3.4751869 0.040186682 0.0271230818
[57,] 22.85841 13.2650500 0.037823953 -0.0153674109
[58,] 30.49246 -6.8580317 -0.013801423 -0.0435791666
[59,] 34.69294 -3.1144298 0.014180800 -0.0007038843
[60,] 30.58163 -10.9610383 0.016110678 -0.0042624283
[61,] 26.34368 7.4467257 0.045699345 0.0307058573
[62,] 16.10411 8.2497215 -0.017281139 -0.0172181919
[63,] 14.49862 5.0879213 -0.022220930 0.0344564827
[64,] 20.22470 12.0836258 0.048801365 -0.0145525717
[65,] 28.15990 0.4976967 0.007458667 0.0024064121
[66,] 26.28815 -1.0116143 -0.033425671 0.0470545179
[67,] 31.24407 -0.6719509 -0.035560294 -0.0429631366
[68,] 29.78562 -9.9229317 0.046699327 0.0314480813
[69,] 27.70097 1.4303849 0.021227714 -0.0469257004
[70,] 14.16164 9.7023185 0.028738201 0.0067218661
[71,] 18.77487 3.3523407 -0.048813058 -0.0365070718
[72,] 28.30731 -2.2965836 -0.025414831 0.0148092618
[73,] 21.11610 2.5485301 -0.044960774 -0.0288158743
[74,] 28.78199 -3.3163322 -0.032921567 -0.0393909458
[75,] 30.44927 -5.2075000 0.004026652 -0.0436995254
[76,] 35.08717 -3.0559605 0.014284641 -0.0465217978
[77,] 33.89897 3.5903564 -0.032963758 -0.0291392233
[78,] 16.58404 10.7266079 0.049464466 0.0114881480
[79,] 23.31986 13.7065734 -0.036069776 -0.0194828836
[80,] 14.67288 4.3366145 0.020289299 -0.0485348954
[81,] 17.27004 4.7070903 0.036633093 -0.0097199444
[82,] 17.07598 10.6164142 -0.029914531 -0.0044783109
[83,] 13.97404 7.7474869 0.035608689 0.0366461525
[84,] 28.54136 -3.3973583 0.030768446 -0.0395055116
[85,] 37.85737 -3.0101006 0.022653194 -0.0053874930
[86,] 36.50433 0.2495649 0.014886355 0.0058034629
[87,] 31.31377 -6.5855703 -0.003475857 0.0060975001
[88,] 16.37950 7.3071009 0.021506445 -0.0234173421
[89,] 13.92389 7.8206525 0.031937469 0.0187736356
[90,] 23.78526 -3.8812011 -0.037160310 -0.0442129100
[91,] 28.82528 -4.7846283 0.049801787 -0.0419374371
[92,] 26.34131 3.3073851 0.012772074 -0.0498900986
[93,] 22.48494 3.3062045 0.005877741 0.0109741065
[94,] 23.34426 2.9233602 0.025761254 -0.0074751925
[95,] 28.50014 -8.0604667 0.027342288 -0.0305212979
[96,] 16.03319 6.6135615 -0.035392174 -0.0172342707
[97,] 25.55586 -1.6151166 0.018060863 -0.0040695532
[98,] 25.14713 9.3794330 -0.004448415 0.0392953042
[99,] 34.18028 1.7857068 -0.047147391 0.0337261188
[100,] 12.60947 6.0769211 -0.017987990 0.0190098491
Code
plane(n = 100, coef_x1 = 1, coef_x2 = 1, coef_y1 = -1, coef_y2 = 1,
intercept_x = -10, intercept_y = 8, u_min = 10, u_max = 30, v_min = 10,
v_max = 20, num_noise = 0)
Output
[,1] [,2]
[1,] 25.78840 9.3636134
[2,] 22.39959 9.3017729
[3,] 16.81304 5.7658922
[4,] 28.91128 -5.3826413
[5,] 16.40742 4.3913951
[6,] 18.02165 12.1188274
[7,] 32.42536 -8.0625336
[8,] 14.31986 8.0488027
[9,] 30.18092 -1.4151614
[10,] 19.34168 16.8468751
[11,] 20.63491 0.8632219
[12,] 34.49198 -2.3854661
[13,] 37.28743 -2.1688173
[14,] 27.93744 -9.6935692
[15,] 25.06744 -6.0312750
[16,] 23.86933 12.9257746
[17,] 30.32732 -9.5479385
[18,] 27.45841 4.8044186
[19,] 19.83353 7.4391072
[20,] 25.22313 -4.0275102
[21,] 12.10592 9.7952099
[22,] 19.25364 10.4504571
[23,] 22.62221 -1.9675348
[24,] 30.80505 -8.0893899
[25,] 17.18856 8.9824890
[26,] 31.70029 -2.5103732
[27,] 26.80716 -4.4395431
[28,] 21.28698 7.0584164
[29,] 22.39579 0.4645435
[30,] 26.84256 -8.7766727
[31,] 20.76963 8.2574219
[32,] 22.35107 0.1773645
[33,] 14.19381 11.4878810
[34,] 23.71080 9.5704806
[35,] 30.88201 1.0885786
[36,] 21.79062 6.1606107
[37,] 29.38237 -2.4443061
[38,] 11.80213 8.9532780
[39,] 23.50008 0.6228702
[40,] 34.26828 -4.4032531
[41,] 17.88059 5.1450151
[42,] 24.48451 12.9765461
[43,] 34.79613 -2.0165809
[44,] 29.27857 -6.5741100
[45,] 14.90550 9.3133168
[46,] 18.18142 2.8235003
[47,] 35.68227 1.4614386
[48,] 30.99404 -0.8329754
[49,] 27.63232 -8.1858842
[50,] 26.62408 4.4837323
[51,] 24.65487 1.2925848
[52,] 22.69335 0.2188524
[53,] 25.41107 -0.9730640
[54,] 19.70276 6.1905111
[55,] 26.38128 -4.3208819
[56,] 27.51592 -2.1523843
[57,] 13.94228 9.6356549
[58,] 27.44062 -3.3397431
[59,] 38.33725 -3.4752007
[60,] 19.17528 1.7289027
[61,] 17.34289 1.5464878
[62,] 37.46677 -0.5741018
[63,] 18.94819 3.4879830
[64,] 32.50590 -6.5100135
[65,] 17.46119 14.6971137
[66,] 20.77804 11.1023816
[67,] 22.23525 -2.6409600
[68,] 18.18156 12.6931696
[69,] 34.52086 2.9024679
[70,] 28.97859 -0.7564741
[71,] 19.75909 14.7189445
[72,] 30.03877 0.6396841
[73,] 33.62499 3.6656055
[74,] 28.53133 1.8541358
[75,] 22.47068 9.7616953
[76,] 30.48569 0.7776023
[77,] 32.94914 -1.8559350
[78,] 26.56970 1.2914729
[79,] 33.93088 -0.6109759
[80,] 18.46778 6.2387851
[81,] 32.37526 4.3037232
[82,] 29.88224 -6.1741185
[83,] 21.29613 7.8994205
[84,] 21.13577 0.2271674
[85,] 16.00766 9.4924676
[86,] 21.09624 8.2097704
[87,] 15.86101 3.9106408
[88,] 31.82020 -8.7771017
[89,] 25.36253 11.3428426
[90,] 25.54107 -6.7195285
[91,] 33.57904 -4.6556367
[92,] 28.93301 8.0822794
[93,] 16.70850 12.4795272
[94,] 34.00339 -7.6410675
[95,] 30.28491 -8.3769394
[96,] 31.63143 -4.0480191
[97,] 23.67836 -1.7739949
[98,] 27.10267 9.4126448
[99,] 20.85532 4.8614858
[100,] 16.16290 7.1622908
two_long_clust() works
Code
two_long_clust(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] 3.9532963 -5.5612581 0.0139380306 3.390966e-02
[2,] -0.9264759 4.6853836 0.0222554683 -4.143774e-02
[3,] -1.8761690 2.5885781 0.0273821183 -3.741529e-02
[4,] 6.8544358 2.2695727 -0.0307347960 4.039443e-02
[5,] 5.1325030 12.4022259 0.0249599343 2.845354e-02
[6,] 4.5375679 1.6809638 0.0402429315 1.434015e-02
[7,] 1.4036217 8.6830838 -0.0462197369 1.508975e-02
[8,] 8.1720491 9.4129084 0.0393223643 -2.946663e-02
[9,] 6.6065971 7.8217498 -0.0239902109 -2.687273e-02
[10,] 17.9377182 10.4398605 0.0487629842 2.450101e-02
[11,] 11.0862648 6.9155396 0.0055707767 3.236095e-02
[12,] 10.9346576 13.6259543 -0.0371936114 -2.834071e-02
[13,] 12.7614544 8.3432526 -0.0436406263 1.017609e-02
[14,] 12.7829400 13.4185407 -0.0390775228 -4.951010e-03
[15,] 12.4711390 11.5139846 -0.0227467791 -9.329137e-03
[16,] 16.1403344 15.4877047 0.0276411119 9.235702e-03
[17,] 15.0650900 18.0318778 -0.0446881498 1.424448e-02
[18,] 18.0228122 20.1616871 -0.0016349768 2.765936e-02
[19,] 19.2238781 21.0366824 0.0240139348 -2.357522e-02
[20,] 21.9404133 24.0568866 -0.0181266045 -9.247106e-04
[21,] 24.0125220 19.8305108 0.0492232343 2.226533e-02
[22,] 18.0089388 17.6059636 0.0329920338 1.087636e-02
[23,] 21.5463198 20.6846337 -0.0064743672 -4.905825e-03
[24,] 19.0170850 28.4204685 -0.0422361016 -2.455052e-02
[25,] 25.0429542 24.2088006 0.0344848166 -1.645280e-03
[26,] 26.1167373 24.8901933 -0.0305266531 -2.338030e-02
[27,] 26.3311444 26.5255063 -0.0231167459 -4.603940e-02
[28,] 27.4070889 30.4407412 0.0194286022 3.328674e-02
[29,] 25.3644757 24.5013061 0.0001718890 4.064574e-02
[30,] 32.7637388 27.9101129 -0.0340480692 -1.298184e-02
[31,] 29.4129097 24.8495570 0.0237194850 -1.381245e-03
[32,] 28.3135833 32.7682518 -0.0004342598 -9.914179e-03
[33,] 33.0878551 31.4358087 0.0482351774 -2.530526e-03
[34,] 35.0036939 36.1823120 0.0196492030 -2.729615e-02
[35,] 34.8126897 32.3198517 -0.0194835741 4.977361e-02
[36,] 33.7261922 41.7839898 0.0159249835 -3.738483e-02
[37,] 35.3496554 40.9231865 -0.0245666893 -1.781895e-02
[38,] 40.0009246 36.6966844 0.0478778662 2.909667e-02
[39,] 39.6401678 40.8582021 -0.0021930194 3.765714e-02
[40,] 36.3699826 42.2503787 -0.0416788434 -1.222253e-02
[41,] 38.1074908 36.6723598 0.0231610519 -2.075209e-02
[42,] 37.2502308 37.8112928 0.0262300945 4.898746e-02
[43,] 47.7185437 40.1929271 -0.0370317762 -3.192730e-02
[44,] 46.8020245 43.2617120 -0.0346316919 2.347345e-02
[45,] 40.1990572 41.2610461 0.0410195358 3.927989e-02
[46,] 47.4218434 36.3570225 0.0166052091 4.121712e-02
[47,] 45.4668159 45.5563893 -0.0305520805 -3.928497e-02
[48,] 50.2956153 44.7494996 -0.0245675498 3.702536e-02
[49,] 48.9897966 46.5917958 -0.0345455090 1.453956e-02
[50,] 51.1175979 54.7087324 -0.0003508595 1.511670e-02
[51,] 57.5562777 46.2056359 -0.0034057023 -2.085086e-02
[52,] 51.7245601 55.2633830 -0.0011862537 2.631276e-02
[53,] 55.2631715 42.2346172 -0.0109603464 3.924439e-02
[54,] 51.1825996 53.1176209 0.0212193804 3.962608e-02
[55,] 57.4481140 51.6392024 -0.0217553976 3.601795e-02
[56,] 54.0648268 51.8461061 -0.0191707506 -2.132409e-02
[57,] 56.5271759 55.6081368 0.0442334460 -4.799574e-02
[58,] 52.6778916 56.3437630 -0.0219509164 -3.955065e-02
[59,] 54.9975620 56.0170240 -0.0495311228 -3.353678e-02
[60,] 58.6705674 60.8144074 0.0113840646 3.749058e-03
[61,] 60.6935358 61.2197965 0.0155089854 2.561923e-02
[62,] 62.6203033 62.6443931 -0.0401021889 -4.328054e-02
[63,] 62.5615878 64.9614578 0.0163494704 -2.657243e-02
[64,] 61.9233390 67.8598461 -0.0425397867 -2.482937e-03
[65,] 60.2239143 62.7546528 0.0480898142 2.067488e-02
[66,] 66.5051007 66.3976404 0.0308108424 -2.909830e-02
[67,] 70.7102312 66.2819877 -0.0071905138 5.261940e-03
[68,] 68.7086295 67.4813781 0.0412790195 1.225310e-03
[69,] 70.4241580 63.4932764 -0.0240459894 -2.573979e-02
[70,] 70.9803185 72.2398746 -0.0193376644 -4.920211e-02
[71,] 68.5093001 61.9426477 0.0423996357 3.828112e-03
[72,] 69.9554795 69.7815296 -0.0184977262 -4.840133e-02
[73,] 74.4878673 76.1642905 -0.0198984539 1.622421e-02
[74,] 73.8720433 71.8971797 -0.0116929745 4.705459e-02
[75,] 77.5104327 73.6190597 0.0232275496 -5.583441e-03
[76,] 71.1921070 75.0542044 -0.0192702085 -1.856189e-02
[77,] 76.8210769 72.9739997 -0.0320126913 -3.931910e-02
[78,] 77.2410156 76.8672158 -0.0081955564 -2.130964e-02
[79,] 81.9526535 76.8142231 -0.0313546496 2.342741e-02
[80,] 80.3940895 78.9470660 0.0244275016 2.933642e-02
[81,] 82.4142716 82.6013239 -0.0151788390 -2.671146e-02
[82,] 76.7711580 84.0401924 -0.0351408962 -2.874434e-03
[83,] 82.2475320 82.1810693 0.0215082376 -4.335716e-02
[84,] 83.9844920 78.5808469 0.0027284850 3.560783e-02
[85,] 84.4268197 78.3900471 0.0387120224 -4.759485e-02
[86,] 82.5426556 81.6898350 0.0227838194 -2.414846e-02
[87,] 84.2801960 83.5998535 0.0251240733 -3.752585e-02
[88,] 85.9413552 82.4099121 -0.0464932609 -4.680808e-02
[89,] 93.8527399 85.5662156 0.0199507820 3.778814e-02
[90,] 93.9734242 87.4712454 -0.0256514851 4.903727e-02
[91,] 87.4628620 89.2616856 -0.0405866878 1.696616e-03
[92,] 88.3226550 94.3294575 0.0028731658 1.757738e-02
[93,] 95.0126541 91.5936274 0.0444275602 -1.058579e-02
[94,] 91.7331553 93.4603250 -0.0491111540 3.779881e-02
[95,] 91.3355200 95.4683324 -0.0416546314 9.174128e-03
[96,] 93.4443100 90.7973729 -0.0341986140 -4.528655e-02
[97,] 95.1585787 96.8359327 -0.0086308938 -2.627506e-02
[98,] 93.5046204 94.4188297 0.0107749348 2.480230e-02
[99,] 96.4011764 97.6934416 0.0150154262 1.863678e-02
[100,] 102.8157596 101.9497914 0.0324984893 4.428247e-02
[101,] 21.1227422 -20.9294867 -0.0357600727 3.309084e-02
[102,] 18.8716424 -22.3686532 -0.0185067930 6.205570e-04
[103,] 13.9059678 -23.0633409 0.0271053146 1.274938e-02
[104,] 24.8212683 -13.5806975 0.0223568213 2.556577e-02
[105,] 20.7779629 -12.8840504 0.0360059179 -2.704463e-03
[106,] 24.1699965 -20.8183735 -0.0107024108 -1.715678e-02
[107,] 23.3778939 -8.8966304 0.0181858625 2.553369e-02
[108,] 24.6640788 -14.1712181 0.0281567011 -1.342221e-02
[109,] 27.6510249 -12.1572738 -0.0038288075 -2.135242e-02
[110,] 30.0442810 -10.1986659 -0.0409427823 -4.435638e-02
[111,] 30.5304061 -11.5319234 0.0325093341 -3.480150e-02
[112,] 32.0369899 -9.8457284 -0.0205325620 7.342764e-03
[113,] 31.9014693 -9.2528761 -0.0355930796 -7.514273e-03
[114,] 35.5289863 -4.7386588 0.0487806467 1.997895e-02
[115,] 32.0281749 -8.9420475 0.0448191922 2.137183e-02
[116,] 40.6639759 -3.4122532 -0.0439755222 -8.705977e-03
[117,] 38.9468167 -2.5208909 0.0361030853 1.731751e-02
[118,] 38.4310301 -6.7686992 -0.0213141399 -4.477979e-02
[119,] 34.0445565 -1.0957223 0.0036367978 4.190433e-02
[120,] 39.3357599 -5.1368689 0.0340218931 2.007988e-02
[121,] 40.4986537 -3.2813741 0.0304943694 -3.115944e-02
[122,] 36.4259868 -0.3820704 -0.0085205035 -2.308626e-02
[123,] 45.0148875 0.7735584 0.0367266138 3.330740e-02
[124,] 42.4376003 5.4292061 0.0264216963 4.415502e-02
[125,] 39.6239518 4.6105650 0.0091447428 -3.834558e-02
[126,] 40.1864880 2.8783288 -0.0059495745 2.309174e-02
[127,] 45.0505191 1.0036258 0.0281619394 -8.338904e-03
[128,] 47.2288892 10.6068802 -0.0017269597 3.812055e-02
[129,] 47.2902470 9.7779811 0.0256983434 3.733654e-05
[130,] 48.4605164 9.9630759 0.0496705881 -4.724280e-02
[131,] 50.2583349 8.1038191 -0.0051352489 -1.894036e-02
[132,] 49.3059955 11.0928427 0.0273578355 7.934875e-03
[133,] 49.1916225 12.4521021 0.0115915452 2.471494e-02
[134,] 53.6833751 18.2916361 -0.0264064001 -9.015889e-03
[135,] 53.4663906 17.5941203 -0.0198529340 -2.119069e-03
[136,] 57.0863156 10.3540628 0.0002438598 2.862516e-02
[137,] 58.1132490 17.4339721 0.0053096824 -4.937218e-02
[138,] 52.3871104 18.5648457 0.0362229523 1.189991e-03
[139,] 58.3352683 13.7312096 0.0193852589 -1.052345e-02
[140,] 64.4622573 17.3251035 -0.0093251564 1.419472e-02
[141,] 57.8803094 21.5051598 0.0248719533 -3.895420e-02
[142,] 65.8745204 16.8013214 -0.0473052719 1.607776e-02
[143,] 61.0724348 26.7770151 -0.0238977435 3.519951e-02
[144,] 65.9461483 21.2733067 0.0264777167 -4.306235e-02
[145,] 63.1839135 19.9917226 0.0189059034 -2.677924e-02
[146,] 70.3441853 20.3578872 0.0349754151 3.370115e-02
[147,] 67.5987940 21.7423731 -0.0457185472 -7.628256e-03
[148,] 68.7169472 22.5802521 -0.0108053458 1.474725e-03
[149,] 68.3890842 30.0340101 0.0427678243 2.119039e-02
[150,] 64.4069261 28.8127041 -0.0155390420 1.268381e-02
[151,] 69.2556673 27.5522929 0.0102627469 1.346007e-02
[152,] 68.1644160 28.4227011 0.0254389687 -1.548746e-02
[153,] 74.5999382 28.5498483 0.0178099468 -2.307818e-02
[154,] 74.4361362 35.7519571 0.0105336501 4.217972e-02
[155,] 73.0217485 36.1930467 0.0296980240 4.829483e-02
[156,] 75.7294938 38.7832051 0.0131823413 2.072083e-02
[157,] 80.1776912 33.1851105 0.0221103435 3.700059e-02
[158,] 75.5286207 41.4805520 0.0194955980 -2.682958e-02
[159,] 77.4031617 36.2360345 -0.0343102385 5.010260e-03
[160,] 76.6045570 34.0746628 0.0354791025 2.138814e-02
[161,] 77.6952372 40.6098573 0.0455530925 3.384213e-02
[162,] 80.6092074 42.8927501 -0.0444633594 -2.381642e-02
[163,] 80.4028964 36.6397824 0.0278191108 -3.741723e-02
[164,] 83.2151198 43.3212244 0.0100205618 -2.485847e-02
[165,] 85.2690275 39.4447551 -0.0207915091 -1.459736e-03
[166,] 83.3985470 47.3851627 -0.0194021311 -4.685443e-03
[167,] 84.6695505 41.9320165 0.0420285729 -4.021027e-02
[168,] 89.6664172 50.9058909 -0.0143736571 4.312391e-02
[169,] 90.1179658 46.5005071 -0.0471166582 1.495112e-02
[170,] 86.2813128 48.4780254 -0.0011105877 -1.122955e-02
[171,] 88.9000801 46.9081269 -0.0323901738 4.721409e-02
[172,] 85.3368879 49.8631133 -0.0133922930 -4.704446e-02
[173,] 95.3255159 54.6501819 -0.0464529631 6.842718e-03
[174,] 93.5931793 53.9892781 -0.0119273066 1.286648e-02
[175,] 91.0941384 50.6583837 -0.0211618534 -3.359787e-02
[176,] 95.1106552 51.5108012 -0.0163164396 -4.484048e-02
[177,] 92.8647678 55.1894893 -0.0154660322 -4.241089e-02
[178,] 99.1790424 56.6677338 0.0006941579 -3.371412e-02
[179,] 94.7654403 57.4982298 -0.0265995397 -1.659019e-02
[180,] 92.2722114 66.8506194 0.0164671519 -2.000044e-02
[181,] 100.3691726 59.2530520 -0.0433949099 1.690339e-02
[182,] 100.3385727 64.8488876 0.0214593931 -9.961860e-03
[183,] 103.5902814 61.5705600 -0.0059777297 -2.888342e-02
[184,] 100.4446074 63.6111478 0.0331852962 -2.930204e-02
[185,] 108.4053038 64.3596720 0.0124993692 -4.338725e-02
[186,] 104.4963642 61.7101257 -0.0065300648 1.025363e-03
[187,] 103.4919137 64.1717214 0.0411417381 6.947431e-03
[188,] 107.8754590 70.2337765 0.0247844953 -3.107307e-02
[189,] 111.1043592 68.4373486 -0.0435268620 -2.983059e-02
[190,] 109.8438730 68.2281448 0.0458923144 -3.587464e-03
[191,] 109.8705405 70.8790928 -0.0046170085 3.662836e-02
[192,] 111.7190571 71.6265022 -0.0450764619 -2.557130e-02
[193,] 115.3952068 67.7999658 -0.0059401513 -4.820601e-02
[194,] 111.9375191 72.5752580 0.0081883668 -4.970583e-02
[195,] 112.9301514 72.8701575 0.0304601316 1.212139e-02
[196,] 113.9749847 74.8307040 0.0020829631 3.294325e-02
[197,] 115.0910873 77.8821985 0.0304781620 1.258265e-02
[198,] 116.7131579 78.4439615 -0.0425765788 -1.569915e-04
[199,] 118.2743235 81.0791120 0.0114159942 -1.541384e-02
[200,] 116.8948203 81.9741286 0.0233740703 3.356151e-02
Code
two_long_clust(n = 200, num_noise = 0)
Output
[,1] [,2]
[1,] 4.614113 -0.8152468
[2,] 1.016956 4.0900510
[3,] 6.756617 -1.5781608
[4,] 5.598659 9.3027720
[5,] 5.768224 7.0805598
[6,] 9.765680 6.4702984
[7,] 8.776972 10.4375477
[8,] 6.497193 8.8509213
[9,] 3.905623 9.7130982
[10,] 6.924691 9.5317722
[11,] 6.374684 8.3557828
[12,] 8.895131 9.5943937
[13,] 13.023348 10.0190425
[14,] 16.591808 18.0959078
[15,] 19.440541 10.0744655
[16,] 17.244169 12.9219306
[17,] 14.927042 10.9119527
[18,] 18.692661 15.8135569
[19,] 21.889035 18.1105362
[20,] 24.228532 20.1288655
[21,] 18.713677 18.9621181
[22,] 24.773081 25.3276732
[23,] 25.231612 16.0541874
[24,] 25.568945 27.3417337
[25,] 20.986264 25.8425796
[26,] 23.928215 24.3853733
[27,] 26.030771 27.2121438
[28,] 33.293475 24.4789509
[29,] 29.440147 22.2181282
[30,] 29.069182 24.9211989
[31,] 30.912809 31.7230192
[32,] 33.631077 33.8051979
[33,] 31.859749 28.9755236
[34,] 31.724063 34.5999964
[35,] 32.560369 36.1351962
[36,] 32.788283 33.8355467
[37,] 33.109826 37.6670981
[38,] 37.599913 35.9003759
[39,] 34.772085 32.8017051
[40,] 40.620687 38.1253516
[41,] 42.261407 39.8181804
[42,] 37.538238 38.7574710
[43,] 40.993413 39.3737393
[44,] 45.331187 44.6247746
[45,] 40.829423 50.0368123
[46,] 46.956960 47.5772235
[47,] 47.026462 49.7126211
[48,] 44.077113 48.7198864
[49,] 46.618638 51.3352077
[50,] 50.957194 50.2626347
[51,] 53.923429 53.8154321
[52,] 49.481930 51.8828641
[53,] 56.442572 53.9149374
[54,] 57.170908 52.6711300
[55,] 50.927177 56.0223693
[56,] 57.106188 55.8309621
[57,] 55.053470 48.7927847
[58,] 56.114913 55.6449743
[59,] 58.486958 62.3616481
[60,] 58.731365 60.9322574
[61,] 57.151756 54.7984721
[62,] 57.156733 58.5380424
[63,] 59.372274 57.9936693
[64,] 58.712189 59.9063332
[65,] 63.796794 67.2484700
[66,] 68.136890 68.1308344
[67,] 68.202040 65.9417723
[68,] 68.424932 64.7671084
[69,] 65.725770 65.6297107
[70,] 69.066821 63.7148032
[71,] 67.378298 70.9586056
[72,] 65.549467 72.3147085
[73,] 73.812601 74.8311678
[74,] 70.282392 73.7443449
[75,] 75.180990 73.0580465
[76,] 76.896524 72.3127351
[77,] 79.779590 77.9812486
[78,] 72.169962 74.0027697
[79,] 77.958135 82.4263301
[80,] 78.875165 79.3055052
[81,] 77.251499 82.3445088
[82,] 82.970496 79.4785608
[83,] 77.596368 88.7636703
[84,] 86.689655 82.1712277
[85,] 88.362058 82.6768020
[86,] 83.448603 84.0977428
[87,] 89.203106 84.7158721
[88,] 85.744226 86.6821797
[89,] 85.634321 90.5138350
[90,] 87.176655 89.2462167
[91,] 91.475808 91.2416082
[92,] 89.431131 91.3413480
[93,] 89.103570 92.1423806
[94,] 90.870253 94.4314269
[95,] 92.101277 92.3499678
[96,] 95.561784 96.9974882
[97,] 97.744257 97.0749954
[98,] 101.368471 94.4913879
[99,] 94.385575 103.5475753
[100,] 100.016136 96.5795823
[101,] 23.240017 -26.3836808
[102,] 20.941358 -20.9043471
[103,] 21.972963 -20.5134288
[104,] 23.573899 -8.1212254
[105,] 29.726070 -17.8367927
[106,] 23.035754 -17.0876132
[107,] 24.384979 -19.0014947
[108,] 31.712734 -13.5758047
[109,] 23.201065 -14.6787018
[110,] 30.144495 -15.1120944
[111,] 30.638087 -15.2199331
[112,] 26.283771 -12.0530238
[113,] 35.211692 -9.4291734
[114,] 34.501557 -9.6143908
[115,] 28.712698 -10.3788785
[116,] 36.611883 0.5057805
[117,] 36.356292 -2.1395317
[118,] 39.702456 -5.2435557
[119,] 37.486873 0.2480274
[120,] 37.538307 4.9717005
[121,] 37.810960 2.0109566
[122,] 37.008419 5.7386977
[123,] 42.982139 4.4294679
[124,] 46.351509 -2.7504175
[125,] 44.869833 5.2549913
[126,] 43.213962 4.0285798
[127,] 47.075541 9.7906894
[128,] 45.440809 9.0472163
[129,] 48.329771 5.9989400
[130,] 53.820579 3.8966199
[131,] 51.107995 13.8055904
[132,] 45.773333 12.6827464
[133,] 50.386505 14.2470298
[134,] 55.663945 10.4433036
[135,] 54.514838 9.8390589
[136,] 59.350255 13.7033786
[137,] 57.766536 16.8156107
[138,] 56.490672 20.4814117
[139,] 60.009669 17.2973528
[140,] 64.559660 15.7440798
[141,] 58.162442 16.7868152
[142,] 57.365145 27.9903681
[143,] 69.594629 21.5044706
[144,] 60.839307 25.9980982
[145,] 66.255593 25.2363406
[146,] 63.540998 22.6745583
[147,] 64.193181 25.5146921
[148,] 70.184694 21.6211095
[149,] 65.251194 30.2702368
[150,] 70.177901 34.7728084
[151,] 68.206304 28.0256655
[152,] 69.668806 30.2796076
[153,] 74.650200 32.0705164
[154,] 73.406696 37.8224403
[155,] 73.136488 32.9300653
[156,] 75.496202 34.0355143
[157,] 75.465707 42.1174197
[158,] 69.759028 34.4465253
[159,] 77.393121 40.1959801
[160,] 71.393413 41.0209042
[161,] 83.598565 46.3598623
[162,] 76.223027 42.6867087
[163,] 88.338336 45.6839345
[164,] 88.822822 40.5653161
[165,] 83.027045 41.5952528
[166,] 80.869828 48.1218404
[167,] 86.838531 46.8064201
[168,] 88.135860 47.4105429
[169,] 87.551376 49.7965771
[170,] 90.961551 52.4484643
[171,] 87.341994 45.6410312
[172,] 91.686661 50.2160369
[173,] 92.402539 48.7258139
[174,] 97.507934 52.8753448
[175,] 92.997458 51.0520032
[176,] 95.984980 50.3924350
[177,] 94.899024 54.8087627
[178,] 95.034702 63.1706573
[179,] 97.672327 55.6749005
[180,] 94.711526 61.6518296
[181,] 100.048857 57.2460618
[182,] 101.604570 58.5531922
[183,] 102.321060 64.1947026
[184,] 102.952729 64.0576217
[185,] 99.638831 58.9833759
[186,] 106.013999 61.4030831
[187,] 102.455856 65.2641944
[188,] 106.840142 64.3335957
[189,] 109.695202 69.8556148
[190,] 109.334358 65.4069152
[191,] 111.408711 72.2345590
[192,] 108.916147 67.3033251
[193,] 111.261394 75.4530026
[194,] 113.833657 74.6310919
[195,] 117.620417 71.3778346
[196,] 118.881520 71.6319629
[197,] 111.901330 73.6635093
[198,] 113.579257 78.4381926
[199,] 122.466324 79.8354817
[200,] 121.393251 77.1876735
three_diff_linear() works
Code
three_diff_linear(n = 150, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -248.023352 -16.221861136 -1.458899e-02 0.0014711676
[2,] -249.963238 -18.637719943 2.865623e-02 0.0134290331
[3,] -249.938084 -16.368414248 2.609781e-02 -0.0352006401
[4,] -245.072782 -17.908700225 4.110739e-02 0.0238126035
[5,] -245.433748 -14.275942978 4.965122e-02 0.0266187110
[6,] -245.231216 -15.467586592 3.251858e-02 -0.0355576233
[7,] -246.298189 -13.736412058 -2.281042e-02 -0.0359524742
[8,] -242.413975 -15.161054223 -4.688578e-02 0.0136410232
[9,] -242.696701 -13.501219014 3.585914e-02 -0.0487538564
[10,] -236.531141 -11.164716299 -4.046627e-02 -0.0249387145
[11,] -239.456868 -9.653232076 1.089824e-02 0.0048969224
[12,] -239.032671 -8.189848348 3.413554e-02 0.0397005668
[13,] -237.619273 -7.719206122 3.089505e-02 -0.0087249674
[14,] -237.108530 -7.538330488 -4.024651e-02 -0.0159715919
[15,] -236.764430 -7.888042859 2.819042e-02 0.0201976551
[16,] -234.429833 -4.247449651 3.771454e-02 -0.0091390481
[17,] -234.467455 -1.644884412 4.630252e-03 -0.0302836767
[18,] -232.488594 -2.145685244 4.492376e-02 -0.0178858006
[19,] -231.388061 -0.787920983 -1.361151e-02 0.0429006891
[20,] -229.529793 -0.009840748 2.761497e-02 0.0220245390
[21,] -227.993739 -0.745349959 -7.016805e-03 -0.0066660612
[22,] -230.495531 0.477739744 -7.230506e-03 -0.0439810360
[23,] -228.226840 3.243933657 -1.352021e-02 -0.0298430641
[24,] -228.991457 3.436021669 4.457019e-02 -0.0046680911
[25,] -225.478523 5.755216329 1.310034e-03 0.0114787750
[26,] -224.441631 3.096053478 9.513795e-03 0.0293110539
[27,] -223.834428 6.410538450 -3.003845e-02 0.0349615660
[28,] -222.796456 7.120507820 -6.382821e-03 -0.0005097572
[29,] -223.317762 9.976326760 2.444980e-02 0.0110756404
[30,] -219.118131 9.697044768 2.677100e-02 -0.0344400412
[31,] -220.293545 11.207135784 -4.704865e-02 -0.0017210276
[32,] -220.343208 8.885578981 2.961780e-02 -0.0051060724
[33,] -217.456072 12.123766005 -3.370171e-02 0.0094713032
[34,] -215.998153 13.492246016 -1.654683e-02 -0.0228458265
[35,] -215.593655 14.213409864 -1.833225e-02 0.0371127199
[36,] -215.636904 13.771327816 3.866709e-03 -0.0443158027
[37,] -214.325172 15.140097976 4.063287e-02 -0.0138390628
[38,] -211.499538 16.470677603 -3.401228e-02 0.0399023135
[39,] -211.179916 20.926369950 -4.455656e-03 -0.0139310422
[40,] -212.315009 21.486712087 -2.337754e-02 0.0046689456
[41,] -210.946255 18.731431006 -6.600727e-03 -0.0133701040
[42,] -210.874885 19.661327506 -7.430371e-03 0.0308092037
[43,] -205.140728 23.506327073 4.363294e-02 -0.0119043977
[44,] -205.098988 22.366577656 -4.190935e-02 -0.0217623521
[45,] -207.900471 22.667760005 -3.425425e-02 -0.0038086441
[46,] -203.789078 24.222154987 3.860183e-02 0.0202253440
[47,] -204.266592 25.579289340 7.435258e-03 0.0036428971
[48,] -201.352192 25.252310189 -4.040416e-02 -0.0055612393
[49,] -201.505102 27.200588183 4.276738e-02 -0.0258575147
[50,] -199.941201 30.907879790 -2.994692e-02 0.0158062011
[51,] 7.219371 -11.897182053 4.456985e-02 -0.0121654471
[52,] 12.842692 -6.868308494 1.082111e-02 0.0243803850
[53,] 12.294289 -12.882691418 1.241861e-02 -0.0369256699
[54,] 12.634786 -6.941189575 1.631652e-02 0.0122989997
[55,] 18.201113 -7.180398779 -3.040836e-03 -0.0454273297
[56,] 13.340482 -6.576946972 4.027878e-02 -0.0106775143
[57,] 17.341542 -4.195931610 9.351035e-03 0.0372808408
[58,] 18.206454 -3.328118497 1.717753e-02 0.0463457931
[59,] 17.910875 -2.991488024 7.135615e-03 0.0350516201
[60,] 19.719930 -0.092796305 3.335375e-02 -0.0488583200
[61,] 18.457770 0.609898230 -3.431115e-03 -0.0473777195
[62,] 22.312977 1.822196552 -1.866506e-02 0.0104406092
[63,] 20.171626 3.480728894 2.138503e-02 0.0455540076
[64,] 23.209270 5.429923039 -4.667769e-02 0.0146565949
[65,] 22.756992 3.377326422 3.253958e-02 -0.0151881842
[66,] 25.243852 5.698820205 -2.804652e-02 -0.0097940761
[67,] 27.015939 6.140993837 -9.009592e-03 -0.0020904814
[68,] 28.580844 7.240689032 2.988130e-02 -0.0167296790
[69,] 29.518341 5.746638213 7.058739e-03 0.0105308289
[70,] 31.528443 10.619937289 -1.708714e-02 -0.0256906810
[71,] 29.915255 5.971323874 -2.566097e-02 -0.0195198813
[72,] 29.302982 10.390764811 -3.205063e-02 -0.0297583484
[73,] 31.342317 14.082145237 -2.594132e-02 -0.0110993539
[74,] 35.710234 12.448589837 3.803132e-02 0.0149155190
[75,] 34.104400 13.809529828 4.379304e-02 -0.0161889479
[76,] 34.945097 15.027102200 -1.434154e-02 -0.0473662638
[77,] 36.262753 14.486999849 -4.449161e-03 0.0274509448
[78,] 38.720371 16.933607884 -7.503827e-03 0.0041588190
[79,] 36.250653 17.407111551 -4.656778e-02 -0.0336625336
[80,] 38.455056 18.973532982 -2.710841e-02 0.0356275376
[81,] 37.424779 21.300661967 2.600811e-02 0.0201683607
[82,] 41.884126 22.520096215 -3.284313e-02 0.0039741894
[83,] 41.717904 22.090534656 -4.479017e-02 0.0189006558
[84,] 44.591156 20.790423461 -3.177405e-02 0.0339453720
[85,] 43.159926 21.195023563 1.214109e-02 -0.0395484263
[86,] 48.391995 23.344917509 -2.545728e-03 0.0351578433
[87,] 48.461593 24.799926771 -3.369623e-02 0.0118455134
[88,] 46.848342 24.704956069 -3.942831e-02 -0.0028928479
[89,] 49.429101 26.783107804 1.072001e-02 -0.0416045885
[90,] 50.625189 28.235622691 -4.184796e-02 0.0133551081
[91,] 48.336180 29.630842809 -4.625760e-02 -0.0362976748
[92,] 49.405646 32.664728770 -2.384936e-02 -0.0314172552
[93,] 51.096464 31.796813711 -2.029594e-02 -0.0177489534
[94,] 53.130856 33.230162487 -3.089043e-05 0.0081208988
[95,] 52.630523 34.734166217 -2.164460e-02 -0.0158661866
[96,] 50.678511 32.898686452 7.280862e-03 -0.0091859393
[97,] 55.778195 36.417966337 -5.159603e-03 0.0290953855
[98,] 55.874750 35.709414849 4.571919e-02 -0.0205360916
[99,] 57.295898 37.846720824 4.371184e-02 0.0080636337
[100,] 61.854366 40.474895706 -8.465952e-03 -0.0155338238
[101,] -3.778139 1.976648134 9.797570e-03 -0.0260286279
[102,] -1.362280 0.036762035 -2.422641e-02 0.0446097311
[103,] -3.631586 0.061915504 3.277202e-02 -0.0452089297
[104,] -2.091300 4.927217881 -9.997107e-03 -0.0023271855
[105,] -5.724057 4.566251513 -3.069320e-02 0.0385375064
[106,] -4.532413 4.768783959 1.476614e-02 0.0073803334
[107,] -6.263588 3.701810871 -1.839283e-02 0.0223295768
[108,] -4.838946 7.586024540 2.645821e-02 0.0060656726
[109,] -6.498781 7.303298547 1.278195e-02 0.0125904391
[110,] -8.835284 13.468859091 -4.227686e-02 -0.0433271786
[111,] -10.346768 10.543132380 -9.606105e-03 -0.0236326260
[112,] -11.810152 10.967328814 -2.830282e-02 0.0215880999
[113,] -12.280794 12.380727222 -4.181241e-02 0.0012344324
[114,] -12.461670 12.891469997 1.311135e-02 -0.0378674791
[115,] -12.111957 13.235569506 1.880957e-02 0.0059894086
[116,] -15.752550 15.570167189 1.712295e-02 -0.0469727421
[117,] -18.355116 15.532544993 7.884755e-03 0.0461123795
[118,] -17.854315 17.511406106 4.200629e-02 -0.0005639224
[119,] -19.212079 18.611939059 2.877043e-02 0.0384549295
[120,] -19.990159 20.470206633 3.228527e-02 0.0081629527
[121,] -19.254650 22.006260992 2.788319e-02 -0.0439266545
[122,] -20.477740 19.504469394 -1.741983e-02 -0.0270945408
[123,] -23.243934 21.773159884 5.182130e-03 0.0183671580
[124,] -23.436022 21.008542503 -2.974713e-02 -0.0063818733
[125,] -25.755216 24.521477090 2.027644e-02 0.0199030881
[126,] -23.096053 25.558368659 6.945097e-03 -0.0273078126
[127,] -26.410538 26.165572222 -2.858230e-03 -0.0422621792
[128,] -27.120508 27.203544429 4.814338e-02 -0.0466499872
[129,] -29.976327 26.682237840 -1.638557e-02 -0.0211679828
[130,] -29.697045 30.881869398 -4.239687e-02 0.0430941616
[131,] -31.207136 29.706454854 2.032662e-02 0.0192067729
[132,] -28.885579 29.656791659 4.524067e-03 0.0224289806
[133,] -32.123766 32.543927561 1.712918e-02 -0.0419177369
[134,] -33.492246 34.001846937 4.000003e-02 -0.0036740666
[135,] -34.213410 34.406344869 -3.129462e-02 0.0444345651
[136,] -33.771328 34.363096087 -1.696542e-02 0.0186018101
[137,] -35.140098 35.674827719 -2.599024e-02 -0.0217545194
[138,] -36.470678 38.500462292 2.685868e-02 0.0218025423
[139,] -40.926370 38.820083882 3.175927e-02 -0.0409240471
[140,] -41.486712 37.684991285 -2.017552e-02 0.0115609377
[141,] -38.731431 39.053745377 1.430562e-02 -0.0439113088
[142,] -39.661328 39.125115404 -4.388218e-02 -0.0342168524
[143,] -43.506327 44.859271869 4.704672e-02 -0.0422080951
[144,] -42.366578 44.901012239 -4.432870e-03 0.0402214550
[145,] -42.667760 42.099528579 -3.661782e-02 -0.0429658090
[146,] -44.222155 46.210921702 8.528756e-03 0.0452402598
[147,] -45.579289 45.733407953 -7.837044e-03 0.0251115222
[148,] -45.252310 48.647807633 -3.644674e-02 0.0290669307
[149,] -47.200588 48.494898288 3.336327e-02 -0.0024890576
[150,] -50.907880 50.058798967 -1.907975e-02 -0.0189063230
Code
three_diff_linear(n = 150, num_noise = 0)
Output
[,1] [,2]
[1,] -252.5657849 -20.5320614
[2,] -248.6617123 -19.4652512
[3,] -248.8180835 -17.8455500
[4,] -244.9261407 -17.0387216
[5,] -248.5488400 -16.8842125
[6,] -245.6757998 -16.4447000
[7,] -246.2172929 -13.8185681
[8,] -243.7594796 -14.8419465
[9,] -242.7476386 -13.0544750
[10,] -239.2053016 -12.5382161
[11,] -239.8359640 -10.5342390
[12,] -240.8582913 -6.8761851
[13,] -238.1658515 -5.7965574
[14,] -235.8597113 -6.5390136
[15,] -234.0861793 -4.5466156
[16,] -236.1166298 -2.8111168
[17,] -236.6552626 -4.7288042
[18,] -234.1804805 -2.6551139
[19,] -232.0317542 -2.0246647
[20,] -231.5182402 -1.7815163
[21,] -231.0701682 -0.7595423
[22,] -230.9368052 1.8840354
[23,] -227.4393999 0.7457166
[24,] -228.2348071 2.6774022
[25,] -223.5126283 4.5294164
[26,] -223.2491441 6.7652214
[27,] -221.9195605 7.2165439
[28,] -221.7574660 6.8290399
[29,] -223.9639297 9.2507426
[30,] -221.3672766 10.6291295
[31,] -222.0564439 10.7169811
[32,] -218.5400055 14.7564452
[33,] -216.0378494 9.4154472
[34,] -219.5306994 13.8757209
[35,] -216.6191515 14.6751750
[36,] -213.5300323 15.0988963
[37,] -208.6475908 18.7296697
[38,] -214.4073366 18.4344208
[39,] -209.9064604 18.8938941
[40,] -212.2146318 19.5346713
[41,] -208.9778549 20.2653705
[42,] -207.5424045 21.5292478
[43,] -209.2907555 20.4559283
[44,] -208.7565794 22.4738731
[45,] -206.0000543 25.3080378
[46,] -204.3040842 24.9350709
[47,] -203.8439734 24.1213320
[48,] -200.2256666 25.2146984
[49,] -201.0409737 29.3031984
[50,] -201.9446613 28.8611643
[51,] 11.8328104 -9.0048834
[52,] 10.5617076 -9.3427681
[53,] 11.9192761 -8.5334582
[54,] 14.7240536 -5.9325650
[55,] 14.9892105 -7.5771742
[56,] 13.6114005 -5.7486937
[57,] 14.0317335 -6.6207035
[58,] 17.0583455 -4.0383477
[59,] 15.9488709 -3.4395413
[60,] 21.9623582 -1.4627269
[61,] 22.9305908 0.2435222
[62,] 23.8626640 1.8433749
[63,] 22.1590323 3.9591231
[64,] 25.2521125 2.4181530
[65,] 23.4828367 4.9053118
[66,] 27.4690569 5.0042078
[67,] 25.4398053 2.5722578
[68,] 28.6643571 6.4087888
[69,] 28.2377886 8.8200618
[70,] 30.6989834 11.2124940
[71,] 31.1136439 10.0367441
[72,] 32.4510907 11.3549471
[73,] 30.6522659 14.7722113
[74,] 30.2749977 12.6690589
[75,] 33.3564607 13.7438246
[76,] 33.5180875 15.1437216
[77,] 35.0743552 15.9187417
[78,] 38.9481502 17.9072054
[79,] 37.3100122 18.3290308
[80,] 38.8421593 21.4190029
[81,] 41.4068166 18.3443308
[82,] 40.1131696 20.9868813
[83,] 42.9866447 21.6479372
[84,] 44.0136178 21.9643424
[85,] 48.9034995 23.8909804
[86,] 46.0443839 24.6666796
[87,] 46.0292718 24.1686612
[88,] 47.4849625 25.0329178
[89,] 50.1299179 27.3610390
[90,] 50.1358954 30.1452160
[91,] 49.0383787 28.7765289
[92,] 49.6725607 30.3119407
[93,] 51.3737341 32.0399945
[94,] 49.0495160 33.2284481
[95,] 54.2574380 34.2411133
[96,] 55.3854457 34.5756796
[97,] 55.3890754 34.9681718
[98,] 57.5467095 36.6852567
[99,] 59.3863074 38.7399830
[100,] 58.0173512 40.8713331
[101,] 0.5320614 -2.5657849
[102,] -0.5347488 1.3382877
[103,] -2.1544500 1.1819165
[104,] -2.9612784 5.0738593
[105,] -3.1157875 1.4511600
[106,] -3.5553000 4.3242002
[107,] -6.1814319 3.7827071
[108,] -5.1580535 6.2405204
[109,] -6.9455250 7.2523614
[110,] -7.4617839 10.7946984
[111,] -9.4657610 10.1640360
[112,] -13.1238149 9.1417087
[113,] -14.2034426 11.8341485
[114,] -13.4609864 14.1402887
[115,] -15.4533844 15.9138207
[116,] -17.1888832 13.8833702
[117,] -15.2711958 13.3447374
[118,] -17.3448861 15.8195195
[119,] -17.9753353 17.9682458
[120,] -18.2184837 18.4817598
[121,] -19.2404577 18.9298318
[122,] -21.8840354 19.0631948
[123,] -20.7457166 22.5606001
[124,] -22.6774022 21.7651929
[125,] -24.5294164 26.4873717
[126,] -26.7652214 26.7508559
[127,] -27.2165439 28.0804395
[128,] -26.8290399 28.2425340
[129,] -29.2507426 26.0360703
[130,] -30.6291295 28.6327234
[131,] -30.7169811 27.9435561
[132,] -34.7564452 31.4599945
[133,] -29.4154472 33.9621506
[134,] -33.8757209 30.4693006
[135,] -34.6751750 33.3808485
[136,] -35.0988963 36.4699677
[137,] -38.7296697 41.3524092
[138,] -38.4344208 35.5926634
[139,] -38.8938941 40.0935396
[140,] -39.5346713 37.7853682
[141,] -40.2653705 41.0221451
[142,] -41.5292478 42.4575955
[143,] -40.4559283 40.7092445
[144,] -42.4738731 41.2434206
[145,] -45.3080378 43.9999457
[146,] -44.9350709 45.6959158
[147,] -44.1213320 46.1560266
[148,] -45.2146984 49.7743334
[149,] -49.3031984 48.9590263
[150,] -48.8611643 48.0553387
four_long_clust() works
Code
four_long_clust(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -148.023352 -16.221861136 -1.458899e-02 -0.0121654471
[2,] -149.963238 -18.637719943 2.865623e-02 0.0243803850
[3,] -149.938084 -16.368414248 2.609781e-02 -0.0369256699
[4,] -145.072782 -17.908700225 4.110739e-02 0.0122989997
[5,] -145.433748 -14.275942978 4.965122e-02 -0.0454273297
[6,] -145.231216 -15.467586592 3.251858e-02 -0.0106775143
[7,] -146.298189 -13.736412058 -2.281042e-02 0.0372808408
[8,] -142.413975 -15.161054223 -4.688578e-02 0.0463457931
[9,] -142.696701 -13.501219014 3.585914e-02 0.0350516201
[10,] -136.531141 -11.164716299 -4.046627e-02 -0.0488583200
[11,] -139.456868 -9.653232076 1.089824e-02 -0.0473777195
[12,] -139.032671 -8.189848348 3.413554e-02 0.0104406092
[13,] -137.619273 -7.719206122 3.089505e-02 0.0455540076
[14,] -137.108530 -7.538330488 -4.024651e-02 0.0146565949
[15,] -136.764430 -7.888042859 2.819042e-02 -0.0151881842
[16,] -134.429833 -4.247449651 3.771454e-02 -0.0097940761
[17,] -134.467455 -1.644884412 4.630252e-03 -0.0020904814
[18,] -132.488594 -2.145685244 4.492376e-02 -0.0167296790
[19,] -131.388061 -0.787920983 -1.361151e-02 0.0105308289
[20,] -129.529793 -0.009840748 2.761497e-02 -0.0256906810
[21,] -127.993739 -0.745349959 -7.016805e-03 -0.0195198813
[22,] -130.495531 0.477739744 -7.230506e-03 -0.0297583484
[23,] -128.226840 3.243933657 -1.352021e-02 -0.0110993539
[24,] -128.991457 3.436021669 4.457019e-02 0.0149155190
[25,] -125.478523 5.755216329 1.310034e-03 -0.0161889479
[26,] -124.441631 3.096053478 9.513795e-03 -0.0473662638
[27,] -123.834428 6.410538450 -3.003845e-02 0.0274509448
[28,] -122.796456 7.120507820 -6.382821e-03 0.0041588190
[29,] -123.317762 9.976326760 2.444980e-02 -0.0336625336
[30,] -119.118131 9.697044768 2.677100e-02 0.0356275376
[31,] -120.293545 11.207135784 -4.704865e-02 0.0201683607
[32,] -120.343208 8.885578981 2.961780e-02 0.0039741894
[33,] -117.456072 12.123766005 -3.370171e-02 0.0189006558
[34,] -115.998153 13.492246016 -1.654683e-02 0.0339453720
[35,] -115.593655 14.213409864 -1.833225e-02 -0.0395484263
[36,] -115.636904 13.771327816 3.866709e-03 0.0351578433
[37,] -114.325172 15.140097976 4.063287e-02 0.0118455134
[38,] -111.499538 16.470677603 -3.401228e-02 -0.0028928479
[39,] -111.179916 20.926369950 -4.455656e-03 -0.0416045885
[40,] -112.315009 21.486712087 -2.337754e-02 0.0133551081
[41,] -110.946255 18.731431006 -6.600727e-03 -0.0362976748
[42,] -110.874885 19.661327506 -7.430371e-03 -0.0314172552
[43,] -105.140728 23.506327073 4.363294e-02 -0.0177489534
[44,] -105.098988 22.366577656 -4.190935e-02 0.0081208988
[45,] -107.900471 22.667760005 -3.425425e-02 -0.0158661866
[46,] -103.789078 24.222154987 3.860183e-02 -0.0091859393
[47,] -104.266592 25.579289340 7.435258e-03 0.0290953855
[48,] -101.352192 25.252310189 -4.040416e-02 -0.0205360916
[49,] -101.505102 27.200588183 4.276738e-02 0.0080636337
[50,] -99.941201 30.907879790 -2.994692e-02 -0.0155338238
[51,] 7.219371 -11.897182053 4.456985e-02 -0.0260286279
[52,] 12.842692 -6.868308494 1.082111e-02 0.0446097311
[53,] 12.294289 -12.882691418 1.241861e-02 -0.0452089297
[54,] 12.634786 -6.941189575 1.631652e-02 -0.0023271855
[55,] 18.201113 -7.180398779 -3.040836e-03 0.0385375064
[56,] 13.340482 -6.576946972 4.027878e-02 0.0073803334
[57,] 17.341542 -4.195931610 9.351035e-03 0.0223295768
[58,] 18.206454 -3.328118497 1.717753e-02 0.0060656726
[59,] 17.910875 -2.991488024 7.135615e-03 0.0125904391
[60,] 19.719930 -0.092796305 3.335375e-02 -0.0433271786
[61,] 18.457770 0.609898230 -3.431115e-03 -0.0236326260
[62,] 22.312977 1.822196552 -1.866506e-02 0.0215880999
[63,] 20.171626 3.480728894 2.138503e-02 0.0012344324
[64,] 23.209270 5.429923039 -4.667769e-02 -0.0378674791
[65,] 22.756992 3.377326422 3.253958e-02 0.0059894086
[66,] 25.243852 5.698820205 -2.804652e-02 -0.0469727421
[67,] 27.015939 6.140993837 -9.009592e-03 0.0461123795
[68,] 28.580844 7.240689032 2.988130e-02 -0.0005639224
[69,] 29.518341 5.746638213 7.058739e-03 0.0384549295
[70,] 31.528443 10.619937289 -1.708714e-02 0.0081629527
[71,] 29.915255 5.971323874 -2.566097e-02 -0.0439266545
[72,] 29.302982 10.390764811 -3.205063e-02 -0.0270945408
[73,] 31.342317 14.082145237 -2.594132e-02 0.0183671580
[74,] 35.710234 12.448589837 3.803132e-02 -0.0063818733
[75,] 34.104400 13.809529828 4.379304e-02 0.0199030881
[76,] 34.945097 15.027102200 -1.434154e-02 -0.0273078126
[77,] 36.262753 14.486999849 -4.449161e-03 -0.0422621792
[78,] 38.720371 16.933607884 -7.503827e-03 -0.0466499872
[79,] 36.250653 17.407111551 -4.656778e-02 -0.0211679828
[80,] 38.455056 18.973532982 -2.710841e-02 0.0430941616
[81,] 37.424779 21.300661967 2.600811e-02 0.0192067729
[82,] 41.884126 22.520096215 -3.284313e-02 0.0224289806
[83,] 41.717904 22.090534656 -4.479017e-02 -0.0419177369
[84,] 44.591156 20.790423461 -3.177405e-02 -0.0036740666
[85,] 43.159926 21.195023563 1.214109e-02 0.0444345651
[86,] 48.391995 23.344917509 -2.545728e-03 0.0186018101
[87,] 48.461593 24.799926771 -3.369623e-02 -0.0217545194
[88,] 46.848342 24.704956069 -3.942831e-02 0.0218025423
[89,] 49.429101 26.783107804 1.072001e-02 -0.0409240471
[90,] 50.625189 28.235622691 -4.184796e-02 0.0115609377
[91,] 48.336180 29.630842809 -4.625760e-02 -0.0439113088
[92,] 49.405646 32.664728770 -2.384936e-02 -0.0342168524
[93,] 51.096464 31.796813711 -2.029594e-02 -0.0422080951
[94,] 53.130856 33.230162487 -3.089043e-05 0.0402214550
[95,] 52.630523 34.734166217 -2.164460e-02 -0.0429658090
[96,] 50.678511 32.898686452 7.280862e-03 0.0452402598
[97,] 55.778195 36.417966337 -5.159603e-03 0.0251115222
[98,] 55.874750 35.709414849 4.571919e-02 0.0290669307
[99,] 57.295898 37.846720824 4.371184e-02 -0.0024890576
[100,] 61.854366 40.474895706 -8.465952e-03 -0.0189063230
[101,] -66.221861 -1.976648134 9.797570e-03 -0.0292722002
[102,] -68.637720 -0.036762035 -2.422641e-02 -0.0409276481
[103,] -66.368414 -0.061915504 3.277202e-02 -0.0304857217
[104,] -67.908700 -4.927217881 -9.997107e-03 -0.0330706669
[105,] -64.275943 -4.566251513 -3.069320e-02 -0.0374938477
[106,] -65.467587 -4.768783959 1.476614e-02 0.0341126673
[107,] -63.736412 -3.701810871 -1.839283e-02 0.0320512261
[108,] -65.161054 -7.586024540 2.645821e-02 -0.0385782004
[109,] -63.501219 -7.303298547 1.278195e-02 0.0267615181
[110,] -61.164716 -13.468859091 -4.227686e-02 -0.0200580744
[111,] -59.653232 -10.543132380 -9.606105e-03 0.0396357887
[112,] -58.189848 -10.967328814 -2.830282e-02 0.0446445973
[113,] -57.719206 -12.380727222 -4.181241e-02 -0.0325953962
[114,] -57.538330 -12.891469997 1.311135e-02 -0.0431575823
[115,] -57.888043 -13.235569506 1.880957e-02 0.0432349087
[116,] -54.247450 -15.570167189 1.712295e-02 0.0144854801
[117,] -51.644884 -15.532544993 7.884755e-03 -0.0221729990
[118,] -52.145685 -17.511406106 4.200629e-02 0.0102706363
[119,] -50.787921 -18.611939059 2.877043e-02 -0.0449682095
[120,] -50.009841 -20.470206633 3.228527e-02 -0.0265591595
[121,] -50.745350 -22.006260992 2.788319e-02 0.0080544160
[122,] -49.522260 -19.504469394 -1.741983e-02 0.0439237355
[123,] -46.756066 -21.773159884 5.182130e-03 0.0235952500
[124,] -46.563978 -21.008542503 -2.974713e-02 0.0109238994
[125,] -44.244784 -24.521477090 2.027644e-02 -0.0463010175
[126,] -46.903947 -25.558368659 6.945097e-03 -0.0266219847
[127,] -43.589462 -26.165572222 -2.858230e-03 0.0042635182
[128,] -42.879492 -27.203544429 4.814338e-02 0.0261158390
[129,] -40.023673 -26.682237840 -1.638557e-02 -0.0435545094
[130,] -40.302955 -30.881869398 -4.239687e-02 0.0112480344
[131,] -38.792864 -29.706454854 2.032662e-02 0.0286709019
[132,] -41.114421 -29.656791659 4.524067e-03 -0.0148543742
[133,] -37.876234 -32.543927561 1.712918e-02 -0.0412449545
[134,] -36.507754 -34.001846937 4.000003e-02 0.0384964693
[135,] -35.786590 -34.406344869 -3.129462e-02 0.0403535591
[136,] -36.228672 -34.363096087 -1.696542e-02 -0.0443810073
[137,] -34.859902 -35.674827719 -2.599024e-02 -0.0191402950
[138,] -33.529322 -38.500462292 2.685868e-02 0.0088271511
[139,] -29.073630 -38.820083882 3.175927e-02 -0.0069063945
[140,] -28.513288 -37.684991285 -2.017552e-02 0.0250049557
[141,] -31.268569 -39.053745377 1.430562e-02 -0.0348641495
[142,] -30.338672 -39.125115404 -4.388218e-02 -0.0320736578
[143,] -26.493673 -44.859271869 4.704672e-02 -0.0147642042
[144,] -27.633422 -44.901012239 -4.432870e-03 0.0014871315
[145,] -27.332240 -42.099528579 -3.661782e-02 0.0311488281
[146,] -25.777845 -46.210921702 8.528756e-03 -0.0393062410
[147,] -24.420711 -45.733407953 -7.837044e-03 0.0129209106
[148,] -24.747690 -48.647807633 -3.644674e-02 0.0343811021
[149,] -22.799412 -48.494898288 3.336327e-02 -0.0367332967
[150,] -19.092120 -50.058798967 -1.907975e-02 0.0077857896
[151,] -66.221861 148.023351866 -1.471168e-03 -0.0377598689
[152,] -68.637720 149.963237965 -1.342903e-02 0.0281777969
[153,] -66.368414 149.938084496 3.520064e-02 -0.0106485355
[154,] -67.908700 145.072782119 -2.381260e-02 -0.0442246798
[155,] -64.275943 145.433748487 -2.661871e-02 -0.0044094845
[156,] -65.467587 145.231216041 3.555762e-02 -0.0276584150
[157,] -63.736412 146.298189129 3.595247e-02 -0.0066415980
[158,] -65.161054 142.413975460 -1.364102e-02 0.0251244939
[159,] -63.501219 142.696701453 4.875386e-02 0.0495563033
[160,] -61.164716 136.531140909 2.493871e-02 0.0031468394
[161,] -59.653232 139.456867620 -4.896922e-03 -0.0098312909
[162,] -58.189848 139.032671186 -3.970057e-02 0.0271438907
[163,] -57.719206 137.619272778 8.724967e-03 0.0400247400
[164,] -57.538330 137.108530003 1.597159e-02 -0.0341779724
[165,] -57.888043 136.764430494 -2.019766e-02 -0.0056912830
[166,] -54.247450 134.429832811 9.139048e-03 -0.0215980678
[167,] -51.644884 134.467455007 3.028368e-02 0.0080712251
[168,] -52.145685 132.488593894 1.788580e-02 -0.0043913169
[169,] -50.787921 131.388060941 -4.290069e-02 0.0047715123
[170,] -50.009841 129.529793367 -2.202454e-02 -0.0158707107
[171,] -50.745350 127.993739008 6.666061e-03 -0.0363597272
[172,] -49.522260 130.495530606 4.398104e-02 0.0113337014
[173,] -46.756066 128.226840116 2.984306e-02 -0.0228879017
[174,] -46.563978 128.991457497 4.668091e-03 0.0066610883
[175,] -44.244784 125.478522910 -1.147877e-02 0.0359466498
[176,] -46.903947 124.441631341 -2.931105e-02 0.0345976077
[177,] -43.589462 123.834427778 -3.496157e-02 0.0057953600
[178,] -42.879492 122.796455571 5.097572e-04 -0.0165653628
[179,] -40.023673 123.317762160 -1.107564e-02 -0.0101520649
[180,] -40.302955 119.118130602 3.444004e-02 0.0487028622
[181,] -38.792864 120.293545146 1.721028e-03 0.0115250749
[182,] -41.114421 120.343208341 5.106072e-03 0.0444430579
[183,] -37.876234 117.456072439 -9.471303e-03 0.0082711114
[184,] -36.507754 115.998153063 2.284583e-02 -0.0360433521
[185,] -35.786590 115.593655131 -3.711272e-02 -0.0419245044
[186,] -36.228672 115.636903913 4.431580e-02 -0.0346357887
[187,] -34.859902 114.325172281 1.383906e-02 -0.0056294389
[188,] -33.529322 111.499537708 -3.990231e-02 -0.0037365437
[189,] -29.073630 111.179916118 1.393104e-02 -0.0146769820
[190,] -28.513288 112.315008715 -4.668946e-03 -0.0021888600
[191,] -31.268569 110.946254623 1.337010e-02 -0.0022501174
[192,] -30.338672 110.874884596 -3.080920e-02 0.0083656044
[193,] -26.493673 105.140728131 1.190440e-02 0.0234801304
[194,] -27.633422 105.098987761 2.176235e-02 0.0150542545
[195,] -27.332240 107.900471421 3.808644e-03 0.0184855636
[196,] -25.777845 103.789078298 -2.022534e-02 -0.0395605636
[197,] -24.420711 104.266592047 -3.642897e-03 0.0347641557
[198,] -24.747690 101.352192367 5.561239e-03 -0.0401655558
[199,] -22.799412 101.505101712 2.585751e-02 0.0339249040
[200,] -19.092120 99.941201033 -1.580620e-02 -0.0093930904
Code
four_long_clust(n = 200, num_noise = 0)
Output
[,1] [,2]
[1,] -150.53206 -18.1671896
[2,] -149.46525 -19.4382924
[3,] -147.84555 -18.0807239
[4,] -147.03872 -15.2759464
[5,] -146.88421 -15.0107895
[6,] -146.44470 -16.3885995
[7,] -143.81857 -15.9682665
[8,] -144.84195 -12.9416545
[9,] -143.05447 -14.0511291
[10,] -142.53822 -8.0376418
[11,] -140.53424 -7.0694092
[12,] -136.87619 -6.1373360
[13,] -135.79656 -7.8409677
[14,] -136.53901 -4.7478875
[15,] -134.54662 -6.5171633
[16,] -132.81112 -2.5309431
[17,] -134.72880 -4.5601947
[18,] -132.65511 -1.3356429
[19,] -132.02466 -1.7622114
[20,] -131.78152 0.6989834
[21,] -130.75954 1.1136439
[22,] -128.11596 2.4510907
[23,] -129.25428 0.6522659
[24,] -127.32260 0.2749977
[25,] -125.47058 3.3564607
[26,] -123.23478 3.5180875
[27,] -122.78346 5.0743552
[28,] -123.17096 8.9481502
[29,] -120.74926 7.3100122
[30,] -119.37087 8.8421593
[31,] -119.28302 11.4068166
[32,] -115.24355 10.1131696
[33,] -120.58455 12.9866447
[34,] -116.12428 14.0136178
[35,] -115.32482 18.9034995
[36,] -114.90110 16.0443839
[37,] -111.27033 16.0292718
[38,] -111.56558 17.4849625
[39,] -111.10611 20.1299179
[40,] -110.46533 20.1358954
[41,] -109.73463 19.0383787
[42,] -108.47075 19.6725607
[43,] -109.54407 21.3737341
[44,] -107.52613 19.0495160
[45,] -104.69196 24.2574380
[46,] -105.06493 25.3854457
[47,] -105.87867 25.3890754
[48,] -104.78530 27.5467095
[49,] -100.69680 29.3863074
[50,] -101.13884 28.0173512
[51,] 10.99512 -8.0746237
[52,] 10.65723 -10.3344661
[53,] 11.46654 -7.8549912
[54,] 14.06744 -7.3031037
[55,] 12.42283 -6.8931937
[56,] 14.25131 -4.1691051
[57,] 13.37930 -4.2392139
[58,] 15.96165 -2.8454204
[59,] 16.56046 -1.0514758
[60,] 18.53727 -1.6320810
[61,] 20.24352 -1.5307041
[62,] 21.84337 1.1056059
[63,] 23.95912 2.3623309
[64,] 22.41815 2.6415743
[65,] 24.90531 1.4431373
[66,] 25.00421 4.2780277
[67,] 22.57226 8.9592063
[68,] 26.40879 5.0405912
[69,] 28.82006 6.1831843
[70,] 31.21249 10.5470016
[71,] 30.03674 8.2070094
[72,] 31.35495 8.9976934
[73,] 34.77221 16.0173099
[74,] 32.66906 14.3782807
[75,] 33.74382 12.2914433
[76,] 35.14372 14.8136313
[77,] 35.91874 14.9604193
[78,] 37.90721 18.1389314
[79,] 38.32903 19.5199587
[80,] 41.41900 17.8354234
[81,] 38.34433 18.8424569
[82,] 40.98688 18.6070876
[83,] 41.64794 22.3349567
[84,] 41.96434 23.2966708
[85,] 43.89098 23.1139359
[86,] 44.66668 22.1924257
[87,] 44.16866 26.6888002
[88,] 45.03292 25.4652346
[89,] 47.36104 28.5706200
[90,] 50.14522 30.9632626
[91,] 48.77653 28.4921650
[92,] 50.31194 30.1073657
[93,] 52.03999 31.2231037
[94,] 53.22845 32.6783414
[95,] 54.24111 34.7719989
[96,] 54.57568 35.3020300
[97,] 54.96817 33.8632474
[98,] 56.68526 36.5526806
[99,] 58.73998 37.8023212
[100,] 60.87133 39.5591411
[101,] -68.16719 0.5320614
[102,] -69.43829 -0.5347488
[103,] -68.08072 -2.1544500
[104,] -65.27595 -2.9612784
[105,] -65.01079 -3.1157875
[106,] -66.38860 -3.5553000
[107,] -65.96827 -6.1814319
[108,] -62.94165 -5.1580535
[109,] -64.05113 -6.9455250
[110,] -58.03764 -7.4617839
[111,] -57.06941 -9.4657610
[112,] -56.13734 -13.1238149
[113,] -57.84097 -14.2034426
[114,] -54.74789 -13.4609864
[115,] -56.51716 -15.4533844
[116,] -52.53094 -17.1888832
[117,] -54.56019 -15.2711958
[118,] -51.33564 -17.3448861
[119,] -51.76221 -17.9753353
[120,] -49.30102 -18.2184837
[121,] -48.88636 -19.2404577
[122,] -47.54891 -21.8840354
[123,] -49.34773 -20.7457166
[124,] -49.72500 -22.6774022
[125,] -46.64354 -24.5294164
[126,] -46.48191 -26.7652214
[127,] -44.92564 -27.2165439
[128,] -41.05185 -26.8290399
[129,] -42.68999 -29.2507426
[130,] -41.15784 -30.6291295
[131,] -38.59318 -30.7169811
[132,] -39.88683 -34.7564452
[133,] -37.01336 -29.4154472
[134,] -35.98638 -33.8757209
[135,] -31.09650 -34.6751750
[136,] -33.95562 -35.0988963
[137,] -33.97073 -38.7296697
[138,] -32.51504 -38.4344208
[139,] -29.87008 -38.8938941
[140,] -29.86410 -39.5346713
[141,] -30.96162 -40.2653705
[142,] -30.32744 -41.5292478
[143,] -28.62627 -40.4559283
[144,] -30.95048 -42.4738731
[145,] -25.74256 -45.3080378
[146,] -24.61455 -44.9350709
[147,] -24.61092 -44.1213320
[148,] -22.45329 -45.2146984
[149,] -20.61369 -49.3031984
[150,] -21.98265 -48.8611643
[151,] -68.16719 150.5320614
[152,] -69.43829 149.4652512
[153,] -68.08072 147.8455500
[154,] -65.27595 147.0387216
[155,] -65.01079 146.8842125
[156,] -66.38860 146.4447000
[157,] -65.96827 143.8185681
[158,] -62.94165 144.8419465
[159,] -64.05113 143.0544750
[160,] -58.03764 142.5382161
[161,] -57.06941 140.5342390
[162,] -56.13734 136.8761851
[163,] -57.84097 135.7965574
[164,] -54.74789 136.5390136
[165,] -56.51716 134.5466156
[166,] -52.53094 132.8111168
[167,] -54.56019 134.7288042
[168,] -51.33564 132.6551139
[169,] -51.76221 132.0246647
[170,] -49.30102 131.7815163
[171,] -48.88636 130.7595423
[172,] -47.54891 128.1159646
[173,] -49.34773 129.2542834
[174,] -49.72500 127.3225978
[175,] -46.64354 125.4705836
[176,] -46.48191 123.2347786
[177,] -44.92564 122.7834561
[178,] -41.05185 123.1709601
[179,] -42.68999 120.7492574
[180,] -41.15784 119.3708705
[181,] -38.59318 119.2830189
[182,] -39.88683 115.2435548
[183,] -37.01336 120.5845528
[184,] -35.98638 116.1242791
[185,] -31.09650 115.3248250
[186,] -33.95562 114.9011037
[187,] -33.97073 111.2703303
[188,] -32.51504 111.5655792
[189,] -29.87008 111.1061059
[190,] -29.86410 110.4653287
[191,] -30.96162 109.7346295
[192,] -30.32744 108.4707522
[193,] -28.62627 109.5440717
[194,] -30.95048 107.5261269
[195,] -25.74256 104.6919622
[196,] -24.61455 105.0649291
[197,] -24.61092 105.8786680
[198,] -22.45329 104.7853016
[199,] -20.61369 100.6968016
[200,] -21.98265 101.1388357
plane_2d_hole() works
Code
plane_2d_hole(n = 100, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
$df
[,1] [,2] [,3] [,4]
[1,] 27.241853 -11.0065027 -0.014514506 0.0205436346
[2,] 16.103247 -8.6800396 -0.042610457 -0.0096704798
[3,] 10.184226 -6.0810512 -0.004394658 0.0074246488
[4,] 8.536926 2.6101732 0.031400799 0.0395226781
[5,] 22.646336 -11.6849626 -0.005396931 -0.0140160184
[6,] 13.087763 -7.5345965 -0.041821771 -0.0001349537
[7,] 17.513284 -6.8447910 0.031016598 -0.0395929786
[8,] 14.743681 -3.5767158 -0.038376223 0.0421812224
[9,] 3.356345 -1.1534816 -0.039518429 0.0192060802
[10,] 11.809833 2.9199860 -0.048856669 -0.0329963851
[11,] 21.062812 -4.8733826 0.007757624 0.0441801412
[12,] 8.857137 -5.9891176 0.035364025 -0.0359260298
[13,] 25.163856 -16.7783504 0.031473265 0.0215506210
[14,] 22.909152 -16.1111833 0.034647305 0.0231140854
[15,] 17.311374 -10.3429044 -0.014155501 0.0290469873
[16,] 15.685277 -5.9671796 -0.013249423 -0.0346599014
[17,] 6.975895 3.7430845 -0.024790063 0.0245407152
[18,] 17.823110 -8.1841690 -0.044271391 -0.0438232428
[19,] 47.241853 8.9934973 -0.010676471 -0.0190370204
[20,] 36.103247 11.3199604 0.043851697 0.0157330000
[21,] 30.184226 13.9189488 0.016443681 -0.0136145061
[22,] 28.536926 22.6101732 -0.021509732 0.0211817049
[23,] 42.646336 8.3150374 0.008581070 0.0296529576
[24,] 33.087763 12.4654035 -0.025245797 0.0385897858
[25,] 37.513284 13.1552090 -0.034141930 0.0114352393
[26,] 34.743681 16.4232842 -0.040357834 -0.0394679684
[27,] 23.356345 18.8465184 -0.020771534 0.0379028531
[28,] 31.809833 22.9199860 0.040356428 -0.0086608654
[29,] 41.062812 15.1266174 0.030966772 -0.0397832549
[30,] 28.857137 14.0108824 0.029159332 0.0389684510
[31,] 45.163856 3.2216496 0.023592625 0.0107839450
[32,] 42.909152 3.8888167 0.038851087 -0.0229901668
[33,] 37.311374 9.6570956 0.039433618 0.0032016000
[34,] 35.685277 14.0328204 -0.024846803 0.0188916723
[35,] 26.975895 23.7430845 -0.047168665 0.0406173033
[36,] 37.823110 11.8158310 -0.035636917 -0.0218278701
[37,] 27.006503 22.2418534 -0.039748340 0.0178925602
[38,] 24.680040 11.1032469 0.032319008 -0.0418970450
[39,] 22.081051 5.1842259 0.039741895 0.0289520095
[40,] 13.389827 3.5369259 -0.014166147 -0.0182308341
[41,] 27.684963 17.6463359 -0.029024773 -0.0420673159
[42,] 23.534596 8.0877631 -0.002584811 0.0215416480
[43,] 22.844791 12.5132841 0.007053171 0.0032879685
[44,] 19.576716 9.7436809 0.003947746 -0.0136172979
[45,] 17.153482 -1.6436551 -0.036401528 0.0128606171
[46,] 13.080014 6.8098328 0.031450933 -0.0406865353
[47,] 20.873383 16.0628117 -0.012927440 0.0056567913
[48,] 21.989118 3.8571372 0.015580769 -0.0206802091
[49,] 32.778350 20.1638564 -0.025986426 -0.0293639539
[50,] 32.111183 17.9091519 0.038668635 -0.0099463716
[51,] 26.342904 12.3113738 -0.049411154 -0.0216768384
[52,] 21.967180 10.6852768 -0.009542103 -0.0126717287
[53,] 12.256916 1.9758955 -0.009542396 -0.0137911398
[54,] 24.184169 12.8231097 -0.005664813 0.0201560635
[55,] 28.993497 -12.2418534 -0.036164148 0.0474466317
[56,] 31.319960 -1.1032469 -0.013793843 -0.0034467781
[57,] 33.918949 4.8157741 0.022767626 0.0451321898
[58,] 42.610173 6.4630741 0.048625240 -0.0449525188
[59,] 28.315037 -7.6463359 -0.037479856 -0.0301143471
[60,] 32.465404 1.9122369 -0.006014590 -0.0015380326
[61,] 33.155209 -2.5132841 0.012237501 -0.0313923658
[62,] 36.423284 0.2563191 -0.015132007 -0.0142799772
[63,] 38.846518 11.6436551 -0.006974512 0.0342363236
[64,] 42.919986 3.1901672 0.011980682 0.0437694831
[65,] 35.126617 -6.0628117 0.042516567 -0.0163590239
[66,] 34.010882 6.1428628 -0.019885599 -0.0215670073
[67,] 23.221650 -10.1638564 0.034154131 -0.0312772650
[68,] 23.888817 -7.9091519 0.013901909 -0.0404797181
[69,] 29.657096 -2.3113738 0.004372032 -0.0197967365
[70,] 34.032820 -0.6852768 -0.036261122 0.0082434738
[71,] 43.743084 8.0241045 -0.009141198 -0.0110442976
[72,] 31.815831 -2.8231097 0.037512238 -0.0086618911
$n
[1] 72
Code
plane_2d_hole(n = 100, num_noise = 0)
Output
$df
[,1] [,2]
[1,] 23.656921 -12.49994803
[2,] 12.089183 -2.68647227
[3,] 17.971673 -5.80769251
[4,] 22.537232 -18.32172397
[5,] 21.979759 -7.21543714
[6,] 25.289047 -8.34148004
[7,] 26.172178 -12.72222969
[8,] 9.104085 -4.32351365
[9,] 9.655817 7.63314906
[10,] 9.656458 1.93052939
[11,] 13.238921 -9.38657141
[12,] 12.906503 -4.15762720
[13,] 8.127376 -2.49905171
[14,] 8.620808 0.65399997
[15,] 4.952563 -2.90987247
[16,] 12.325424 -7.59607696
[17,] 10.809811 4.38858095
[18,] 11.230694 -0.94165518
[19,] 7.105354 -2.25907951
[20,] 43.656921 7.50005197
[21,] 32.089183 17.31352773
[22,] 37.971673 14.19230749
[23,] 42.537232 1.67827603
[24,] 41.979759 12.78456286
[25,] 45.289047 11.65851996
[26,] 46.172178 7.27777031
[27,] 29.104085 15.67648635
[28,] 29.655817 27.63314906
[29,] 29.656458 21.93052939
[30,] 33.238921 10.61342859
[31,] 32.906503 15.84237280
[32,] 28.127376 17.50094829
[33,] 28.620808 20.65399997
[34,] 24.952563 17.09012753
[35,] 32.325424 12.40392304
[36,] 30.809811 24.38858095
[37,] 31.230694 19.05834482
[38,] 27.105354 17.74092049
[39,] 28.499948 18.65692137
[40,] 18.686472 7.08918262
[41,] 21.807693 12.97167329
[42,] 34.321724 17.53723235
[43,] 23.215437 16.97975889
[44,] 24.341480 20.28904697
[45,] 28.722230 21.17217756
[46,] 20.323514 4.10408546
[47,] 8.366851 4.65581743
[48,] 14.069471 4.65645762
[49,] 25.386571 8.23892067
[50,] 20.157627 7.90650296
[51,] 18.499052 3.12737571
[52,] 15.346000 3.62080773
[53,] 18.909872 -0.04743743
[54,] 23.596077 7.32542445
[55,] 11.611419 5.80981117
[56,] 16.941655 6.23069370
[57,] 18.259080 2.10535350
[58,] 27.500052 -8.65692137
[59,] 37.313528 2.91081738
[60,] 34.192307 -2.97167329
[61,] 21.678276 -7.53723235
[62,] 32.784563 -6.97975889
[63,] 31.658520 -10.28904697
[64,] 27.277770 -11.17217756
[65,] 35.676486 5.89591454
[66,] 47.633149 5.34418257
[67,] 41.930529 5.34354238
[68,] 30.613429 1.76107933
[69,] 35.842373 2.09349704
[70,] 37.500948 6.87262429
[71,] 40.654000 6.37919227
[72,] 37.090128 10.04743743
[73,] 32.403923 2.67457555
[74,] 44.388581 4.19018883
[75,] 39.058345 3.76930630
[76,] 37.740920 7.89464650
$n
[1] 76
four_long_clust_bkg() works
Code
four_long_clust_bkg(n = 400, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -16.8373630 -1.806858e+01 3.629767e-02 -4.555309e-02
[2,] -20.5411807 -2.238307e+01 3.141726e-02 4.446336e-02
[3,] -21.1009352 -1.780197e+01 1.774895e-02 -2.781911e-02
[4,] -13.9164514 -1.621241e+01 -8.120899e-03 -1.002056e-02
[5,] -15.0939976 -1.565854e+01 1.586619e-02 2.079151e-02
[6,] -15.3699457 -1.696588e+01 9.185939e-03 1.940213e-02
[7,] -17.6771026 -1.537584e+01 -2.909539e-02 -4.202857e-02
[8,] -12.0623607 -1.384692e+01 2.053609e-02 1.437366e-02
[9,] -13.1147223 -7.317808e+00 -8.063634e-03 4.711666e-02
[10,] -3.8498255 -7.021261e+00 1.553382e-02 1.110588e-03
[11,] -9.1309882 -1.202971e+01 2.602863e-02 3.239017e-02
[12,] -9.0522739 -1.114188e+01 -4.460973e-02 1.339229e-02
[13,] -7.3908364 -5.589877e+00 4.520893e-02 4.645296e-02
[14,] -7.1736480 -8.013476e+00 2.327186e-03 1.192731e-02
[15,] -7.2230888 -8.131584e+00 -3.853751e-02 2.116185e-02
[16,] -4.0877325 -6.244552e+00 -7.380333e-03 1.631644e-02
[17,] -4.7479280 -4.673137e+00 -2.232958e-02 1.546603e-02
[18,] -2.1817502 -5.796304e+00 -6.065673e-03 -6.941579e-04
[19,] -1.0208975 -3.279059e+00 -1.259044e-02 2.659954e-02
[20,] 1.3523306 2.052608e+00 4.332718e-02 -1.646715e-02
[21,] 3.2100176 -4.449006e+00 2.363263e-02 4.339491e-02
[22,] -1.3928490 3.948307e+00 -2.158810e-02 -2.145939e-02
[23,] 1.6370558 2.470862e+00 -1.234432e-03 5.977730e-03
[24,] -0.1863320 2.415658e+00 3.786748e-02 -3.318530e-02
[25,] 4.8343633 1.072178e+01 -5.989409e-03 -1.249937e-02
[26,] 5.8933899 2.344771e+00 4.697274e-02 6.530065e-03
[27,] 6.2649156 8.146467e+00 -4.611238e-02 -4.114174e-02
[28,] 7.3256711 8.930327e+00 5.639224e-04 -2.478450e-02
[29,] 5.8915805 7.857400e+00 -3.845493e-02 4.352686e-02
[30,] 12.0109910 1.015189e+01 -8.162953e-03 -4.589231e-02
[31,] 9.5303278 7.532432e+00 4.392665e-02 4.617009e-03
[32,] 8.8508667 1.310076e+01 2.709454e-02 4.507646e-02
[33,] 12.8702841 9.074602e+00 -1.836716e-02 5.940151e-03
[34,] 14.6029551 1.333483e+01 6.381873e-03 -8.188367e-03
[35,] 14.6501518 1.201119e+01 -1.990309e-02 -3.046013e-02
[36,] 13.9809537 1.539016e+01 2.730781e-02 -2.082963e-03
[37,] 15.4797244 1.762550e+01 4.226218e-02 -3.047816e-02
[38,] 19.4007397 1.952935e+01 4.664999e-02 4.257658e-02
[39,] 19.3121342 2.042935e+01 2.116798e-02 -1.141599e-02
[40,] 16.8959861 2.304551e+01 -4.309416e-02 -2.337407e-02
[41,] 18.4859926 1.986441e+01 -1.920677e-02 3.390966e-02
[42,] 18.0001846 1.828477e+01 -2.242898e-02 -4.143774e-02
[43,] 26.5748350 2.094771e+01 4.191774e-02 -3.741529e-02
[44,] 26.0416196 2.733637e+01 3.674067e-03 4.039443e-02
[45,] 20.9592457 2.416704e+01 -4.443457e-02 2.845354e-02
[46,] 26.9374747 2.491215e+01 -1.860181e-02 1.434015e-02
[47,] 25.5734527 2.642041e+01 2.175452e-02 1.508975e-02
[48,] 29.6364922 2.975259e+01 -2.180254e-02 -2.946663e-02
[49,] 28.7918373 2.520104e+01 4.092405e-02 -2.687273e-02
[50,] 30.6940783 2.812809e+01 -1.156094e-02 2.450101e-02
[51,] 36.0450222 2.587965e+01 4.391131e-02 3.236095e-02
[52,] 31.5796481 3.241460e+01 3.421685e-02 -2.834071e-02
[53,] 34.6105372 3.154865e+01 4.220810e-02 1.017609e-02
[54,] 31.5460796 3.554585e+01 -4.022145e-02 -4.951010e-03
[55,] 36.7584912 3.265588e+01 4.296581e-02 -9.329137e-03
[56,] 34.2518615 4.042719e+01 -4.524026e-02 9.235702e-03
[57,] 36.4217407 3.993855e+01 -2.511152e-02 1.424448e-02
[58,] 33.5423132 3.675735e+01 -2.906693e-02 2.765936e-02
[59,] 35.5980496 4.028656e+01 2.489058e-03 -2.357522e-02
[60,] 38.7364539 4.160030e+01 1.890632e-02 -9.247106e-04
[61,] 40.5548287 3.733789e+01 2.927220e-02 2.226533e-02
[62,] 42.2962426 3.844903e+01 4.092765e-02 1.087636e-02
[63,] 42.4492702 4.055434e+01 3.048572e-02 -4.905825e-03
[64,] 42.1386712 4.320937e+01 3.307067e-02 -2.455052e-02
[65,] 40.9791314 4.180884e+01 3.749385e-02 -1.645280e-03
[66,] 46.2040806 3.808562e+01 -3.411267e-02 -2.338030e-02
[67,] 49.7681849 4.564511e+01 -3.205123e-02 -4.603940e-02
[68,] 48.3669036 4.519960e+01 3.857820e-02 3.328674e-02
[69,] 49.9393264 4.687344e+01 -2.676152e-02 4.064574e-02
[70,] 50.5842548 5.356699e+01 2.005807e-02 -1.298184e-02
[71,] 48.8074401 4.696451e+01 -3.963579e-02 -1.381245e-03
[72,] 50.1643836 5.441071e+01 -4.464460e-02 -9.914179e-03
[73,] 53.9902939 4.418769e+01 3.259540e-02 -2.530526e-03
[74,] 53.6976347 5.309410e+01 4.315758e-02 -2.729615e-02
[75,] 56.8083461 5.211136e+01 -4.323491e-02 4.977361e-02
[76,] 51.9536856 5.247688e+01 -1.448548e-02 -3.738483e-02
[77,] 56.6568615 5.568651e+01 2.217300e-02 -1.781895e-02
[78,] 57.1928125 5.647501e+01 -1.027064e-02 2.909667e-02
[79,] 61.1621228 5.641362e+01 4.496821e-02 3.765714e-02
[80,] 60.1152716 6.045153e+01 2.655916e-02 -1.222253e-02
[81,] 16.9758372 -1.769575e+01 -8.054416e-03 -2.075209e-02
[82,] 18.3155145 -1.110038e+01 -4.392374e-02 4.898746e-02
[83,] 20.3691662 -1.474205e+01 -2.359525e-02 -3.192730e-02
[84,] 22.8878769 -1.064308e+01 -1.092390e-02 2.347345e-02
[85,] 19.0037223 -1.265287e+01 4.630102e-02 3.927989e-02
[86,] 22.1181123 -6.724652e+00 2.662198e-02 4.121712e-02
[87,] 22.2255901 -8.720965e+00 -4.263518e-03 -3.928497e-02
[88,] 23.3851025 -7.626442e+00 -2.611584e-02 3.702536e-02
[89,] 20.3946211 -7.688733e+00 4.355451e-02 1.453956e-02
[90,] 27.5918997 -1.067446e+01 -1.124803e-02 1.511670e-02
[91,] 19.5541182 -6.595466e+00 -2.867090e-02 -2.085086e-02
[92,] 26.0252237 -7.268467e+00 1.485437e-02 2.631276e-02
[93,] 31.3314324 -1.920049e+00 4.124495e-02 3.924439e-02
[94,] 28.1177437 -1.851091e+00 -3.849647e-02 3.962608e-02
[95,] 29.6952477 -2.782601e+00 -4.035356e-02 3.601795e-02
[96,] 31.0433635 -4.164050e-01 4.438101e-02 -2.132409e-02
[97,] 29.5791998 3.342153e+00 1.914029e-02 -4.799574e-02
[98,] 32.8937726 -1.771034e-01 -8.827151e-03 -3.955065e-02
[99,] 33.0513785 1.522529e+00 6.906394e-03 -3.353678e-02
[100,] 34.9576528 1.083646e+00 -2.500496e-02 3.749058e-03
[101,] 38.0810591 2.156190e+00 3.486415e-02 2.561923e-02
[102,] 39.4321539 4.687366e+00 3.207366e-02 -4.328054e-02
[103,] 38.1448555 4.722317e+00 1.476420e-02 -2.657243e-02
[104,] 35.4646775 7.172096e+00 -1.487132e-03 -2.482937e-03
[105,] 35.5120377 9.015222e+00 -3.114883e-02 2.067488e-02
[106,] 38.3518680 7.718838e+00 3.930624e-02 -2.909830e-02
[107,] 40.0798828 8.935640e+00 -1.292091e-02 5.261940e-03
[108,] 39.3279297 1.313313e+01 -3.438110e-02 1.225310e-03
[109,] 42.0529725 1.369437e+01 3.673330e-02 -2.573979e-02
[110,] 43.7769963 1.082505e+01 -7.785790e-03 -4.920211e-02
[111,] 45.4093485 1.312006e+01 3.775987e-02 3.828112e-03
[112,] 49.6635660 1.046951e+01 -2.817780e-02 -4.840133e-02
[113,] 47.6749019 1.866041e+01 1.064854e-02 1.622421e-02
[114,] 49.3682600 1.747454e+01 4.422468e-02 4.705459e-02
[115,] 51.1746659 1.567531e+01 4.409485e-03 -5.583441e-03
[116,] 47.6378983 1.908852e+01 2.765841e-02 -1.856189e-02
[117,] 52.6687461 1.749181e+01 6.641598e-03 -3.931910e-02
[118,] 50.9350638 2.274323e+01 -2.512449e-02 -2.130964e-02
[119,] 53.7547533 1.941235e+01 -4.955630e-02 2.342741e-02
[120,] 57.3598331 1.761777e+01 -3.146839e-03 2.933642e-02
[121,] 56.8981938 2.429534e+01 9.831291e-03 -2.671146e-02
[122,] 55.2973139 2.447086e+01 -2.714389e-02 -2.874434e-03
[123,] 51.5247743 2.727223e+01 -4.002474e-02 -4.335716e-02
[124,] 60.4570146 2.495569e+01 3.417797e-02 3.560783e-02
[125,] 57.4223703 3.152424e+01 5.691283e-03 -4.759485e-02
[126,] 60.3359972 2.859709e+01 2.159807e-02 -2.414846e-02
[127,] 59.9023151 2.799353e+01 -8.071225e-03 -3.752585e-02
[128,] 61.1312630 3.170037e+01 4.391317e-03 -4.680808e-02
[129,] 63.7208199 3.448349e+01 -4.771512e-03 3.778814e-02
[130,] 65.8354248 3.367510e+01 1.587071e-02 4.903727e-02
[131,] 66.4243249 3.389643e+01 3.635973e-02 1.696616e-03
[132,] 67.8295919 3.557525e+01 -1.133370e-02 1.757738e-02
[133,] 67.9211754 3.871617e+01 2.288790e-02 -1.058579e-02
[134,] 71.0231891 3.615002e+01 -6.661088e-03 3.779881e-02
[135,] 68.4225399 3.714412e+01 -3.594665e-02 9.174128e-03
[136,] 75.5311807 3.817999e+01 -3.459761e-02 -4.528655e-02
[137,] 74.3574533 3.927287e+01 -5.795360e-03 -2.627506e-02
[138,] 74.1448241 4.077053e+01 1.656536e-02 2.480230e-02
[139,] 70.8356452 4.221946e+01 1.015206e-02 1.863678e-02
[140,] 75.2686079 4.131586e+01 -4.870286e-02 4.428247e-02
[141,] 76.3989230 4.325641e+01 -1.152507e-02 3.309084e-02
[142,] 73.3407895 4.230508e+01 -4.444306e-02 6.205570e-04
[143,] 80.4119100 4.194933e+01 -8.271111e-03 1.274938e-02
[144,] 78.5500803 4.973544e+01 3.604335e-02 2.556577e-02
[145,] 76.4991615 5.049276e+01 4.192450e-02 -2.704463e-03
[146,] 77.1491904 4.434530e+01 3.463579e-02 -1.715678e-02
[147,] 81.2404153 5.408270e+01 5.629439e-03 2.553369e-02
[148,] 83.1831113 5.006303e+01 3.736544e-03 -1.342221e-02
[149,] 83.4321976 5.187418e+01 1.467698e-02 -2.135242e-02
[150,] 84.5684131 5.364107e+01 2.188860e-03 -4.435638e-02
[151,] 86.2066679 5.277446e+01 2.250117e-03 -3.480150e-02
[152,] 85.6447964 5.432342e+01 -8.365604e-03 7.342764e-03
[153,] 85.7532980 5.499770e+01 -2.348013e-02 -7.514273e-03
[154,] 89.5467001 5.880907e+01 -1.505425e-02 1.997895e-02
[155,] 89.5731125 5.564636e+01 -1.848556e-02 2.137183e-02
[156,] 92.6690525 6.027020e+01 3.956056e-02 -8.705977e-03
[157,] 93.6905992 6.118329e+01 -3.476416e-02 1.731751e-02
[158,] 89.3096883 5.798504e+01 4.016556e-02 -4.477979e-02
[159,] 94.2682147 6.272342e+01 -3.392490e-02 4.190433e-02
[160,] 99.3698058 5.969050e+01 9.393090e-03 2.007988e-02
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[389,] 10.7692394 1.395693e+01 1.585258e+00 4.933220e+00
[390,] -19.0732156 -8.097545e+00 1.132656e+01 1.247555e+01
[391,] -21.6019288 6.814301e+00 7.424293e+00 1.283584e+01
[392,] 3.1743120 9.717303e+00 9.673938e+00 -8.896441e+00
[393,] 4.7233500 -8.605036e+00 -8.984894e+00 9.667252e-01
[394,] 7.0973536 -1.171053e+01 -1.816668e+01 -2.020691e+00
[395,] 5.3170236 -3.623071e-04 -4.290262e+00 -5.954625e+00
[396,] 2.4789689 4.639439e+00 -9.879417e+00 5.539300e+00
[397,] 14.1507790 1.040177e+00 -6.170966e+00 -1.594759e+00
[398,] 2.3895792 1.849556e+01 1.298767e+01 1.030531e+00
[399,] 16.8941547 6.393509e+00 -4.599919e+00 6.323494e+00
[400,] 11.0747957 -6.297742e+00 -1.052272e+00 -4.213873e+00
Code
four_long_clust_bkg(n = 400, num_noise = 0)
Output
[,1] [,2]
[1,] -17.40798624 -19.96091436
[2,] -19.04691355 -18.51634384
[3,] -18.02162950 -17.74315185
[4,] -16.54088079 -17.03781711
[5,] -11.41914383 -19.48893501
[6,] -16.57139710 -14.18880089
[7,] -15.29201686 -16.83531541
[8,] -9.22981241 -13.12788627
[9,] -15.83914835 -10.64383868
[10,] -10.08440415 -10.73251372
[11,] -9.48953054 -8.87303119
[12,] -12.77298296 -10.66708206
[13,] -5.43064672 -8.59088446
[14,] -5.79875409 -6.33307465
[15,] -10.22984168 -3.10366641
[16,] -3.71049323 -1.89478434
[17,] -3.71496674 -7.27893568
[18,] -0.83803502 -5.73659419
[19,] -2.41050144 1.57305950
[20,] -2.16935412 0.91460089
[21,] -1.75123169 -5.10694466
[22,] -2.19326503 -0.52347769
[23,] 2.78571155 -0.01074308
[24,] 5.68120705 10.10301965
[25,] 4.69586620 2.53056584
[26,] 3.57116986 3.32990944
[27,] 6.86043266 1.99880421
[28,] 5.75264728 6.53935621
[29,] 8.26381702 5.85703855
[30,] 12.85646299 5.71032447
[31,] 10.88639631 5.82405348
[32,] 6.81866604 8.55758099
[33,] 10.70920364 10.85666124
[34,] 15.13115613 10.90848734
[35,] 14.41187039 10.49689721
[36,] 18.48020426 19.40462440
[37,] 17.41322894 17.48837464
[38,] 16.59253749 15.20515548
[39,] 19.60773508 19.79842191
[40,] 23.44772835 23.77736043
[41,] 18.52995382 21.60876531
[42,] 18.09211623 24.79095817
[43,] 28.07570285 23.94357432
[44,] 21.27144580 18.39966599
[45,] 25.80447407 25.00399303
[46,] 23.83279843 24.22286387
[47,] 24.55454481 29.03255152
[48,] 29.54775521 28.63777306
[49,] 25.80095547 26.39915201
[50,] 29.94232113 24.91729593
[51,] 28.56504338 33.04447234
[52,] 29.93504509 32.34619715
[53,] 34.12015998 33.79762387
[54,] 33.32535710 30.95464292
[55,] 33.30919074 30.67124709
[56,] 35.39696167 33.96270287
[57,] 35.57256540 36.65248859
[58,] 31.20722239 39.78512934
[59,] 37.51449712 37.43788224
[60,] 32.91473044 36.39526387
[61,] 42.87885187 37.42945213
[62,] 37.17842198 46.59229451
[63,] 47.07066865 41.60357647
[64,] 47.65825784 45.39847857
[65,] 43.22163588 44.98907244
[66,] 41.69586233 43.13964666
[67,] 46.67082491 45.61175366
[68,] 47.90868812 42.69688757
[69,] 47.64110078 49.81618947
[70,] 50.56924040 53.61824670
[71,] 47.87359488 48.42053237
[72,] 51.54932862 50.42368611
[73,] 52.32203130 52.05641316
[74,] 56.60634716 56.85795221
[75,] 53.19796616 53.14405222
[76,] 55.78798425 54.22841141
[77,] 55.11921884 60.89393578
[78,] 55.42776128 54.95722025
[79,] 57.73786154 59.75678412
[80,] 55.56922116 60.61672338
[81,] 21.08788984 -15.67266418
[82,] 18.34936694 -13.37707365
[83,] 20.94714763 -16.57657681
[84,] 17.05225288 -11.95871065
[85,] 18.07620226 -11.78547320
[86,] 23.49747231 -9.64639284
[87,] 22.64513610 -15.70055722
[88,] 23.32843434 -11.23049231
[89,] 25.43726166 -3.48324063
[90,] 27.75877143 -5.53582656
[91,] 22.51282499 -8.88832583
[92,] 26.37282950 -4.53930712
[93,] 25.38065109 -6.29848510
[94,] 28.90027581 -6.00783651
[95,] 27.64160260 -2.63955373
[96,] 27.31394801 3.66488488
[97,] 31.04701014 -1.97731022
[98,] 37.93652585 3.30586344
[99,] 32.13992043 -1.80023988
[100,] 37.12146366 4.95968661
[101,] 33.79684947 0.66124926
[102,] 35.04255377 2.35911200
[103,] 39.75576212 6.59894655
[104,] 39.84609733 5.85702407
[105,] 35.98670072 10.00702821
[106,] 38.12246647 11.18881961
[107,] 41.41135553 12.77847249
[108,] 40.86687653 8.22979628
[109,] 45.48449181 8.11341784
[110,] 42.12553215 14.84289036
[111,] 47.78764723 12.11884905
[112,] 44.04266008 16.51141311
[113,] 50.76240206 11.17818244
[114,] 50.30487353 18.04007439
[115,] 47.90226767 19.91886899
[116,] 48.30557030 17.81072682
[117,] 50.13080742 15.12286670
[118,] 54.15055411 22.63902163
[119,] 55.46838534 18.84725074
[120,] 53.55013876 25.11512479
[121,] 51.93862835 24.19231147
[122,] 58.14029822 27.50207627
[123,] 54.63427273 25.09906096
[124,] 62.62870878 29.70597269
[125,] 61.42353794 25.77823924
[126,] 59.83696502 26.44065747
[127,] 60.09330644 29.79252809
[128,] 67.60877017 32.15461302
[129,] 63.27318502 32.23739051
[130,] 64.93037811 32.72375585
[131,] 65.32671864 34.43408586
[132,] 65.30926890 36.57073783
[133,] 65.40045833 33.94086361
[134,] 68.40751678 33.84660820
[135,] 64.56236326 40.67838009
[136,] 71.52174715 39.98361930
[137,] 74.06623347 39.47332950
[138,] 72.31783334 43.50154966
[139,] 75.10682718 41.08585582
[140,] 73.28145034 45.01655144
[141,] 77.90389602 44.14168260
[142,] 78.99654601 43.53414163
[143,] 73.65300772 45.33124588
[144,] 80.87889570 49.80573882
[145,] 80.82123524 47.86916381
[146,] 81.63006916 49.38601789
[147,] 84.19017475 51.02295144
[148,] 86.12895160 53.79450354
[149,] 87.44124448 50.07875728
[150,] 87.95874038 56.03114371
[151,] 85.31045371 59.46153249
[152,] 84.16570283 57.31185745
[153,] 87.25033633 55.61719216
[154,] 87.15673386 59.19307833
[155,] 90.30767667 58.28260387
[156,] 89.68774620 57.14420873
[157,] 91.45061585 61.89867692
[158,] 94.48436334 62.73958816
[159,] 93.37258359 63.54929826
[160,] 95.24000389 64.79412589
[161,] -7.40798624 10.03908564
[162,] -9.04691355 11.48365616
[163,] -8.02162950 12.25684815
[164,] -6.54088079 12.96218289
[165,] -1.41914383 10.51106499
[166,] -6.57139710 15.81119911
[167,] -5.29201686 13.16468459
[168,] 0.77018759 16.87211373
[169,] -5.83914835 19.35616132
[170,] -0.08440415 19.26748628
[171,] 0.51046946 21.12696881
[172,] -2.77298296 19.33291794
[173,] 4.56935328 21.40911554
[174,] 4.20124591 23.66692535
[175,] -0.22984168 26.89633359
[176,] 6.28950677 28.10521566
[177,] 6.28503326 22.72106432
[178,] 9.16196498 24.26340581
[179,] 7.58949856 31.57305950
[180,] 7.83064588 30.91460089
[181,] 8.24876831 24.89305534
[182,] 7.80673497 29.47652231
[183,] 12.78571155 29.98925692
[184,] 15.68120705 40.10301965
[185,] 14.69586620 32.53056584
[186,] 13.57116986 33.32990944
[187,] 16.86043266 31.99880421
[188,] 15.75264728 36.53935621
[189,] 18.26381702 35.85703855
[190,] 22.85646299 35.71032447
[191,] 20.88639631 35.82405348
[192,] 16.81866604 38.55758099
[193,] 20.70920364 40.85666124
[194,] 25.13115613 40.90848734
[195,] 24.41187039 40.49689721
[196,] 28.48020426 49.40462440
[197,] 27.41322894 47.48837464
[198,] 26.59253749 45.20515548
[199,] 29.60773508 49.79842191
[200,] 33.44772835 53.77736043
[201,] 28.52995382 51.60876531
[202,] 28.09211623 54.79095817
[203,] 38.07570285 53.94357432
[204,] 31.27144580 48.39966599
[205,] 35.80447407 55.00399303
[206,] 33.83279843 54.22286387
[207,] 34.55454481 59.03255152
[208,] 39.54775521 58.63777306
[209,] 35.80095547 56.39915201
[210,] 39.94232113 54.91729593
[211,] 38.56504338 63.04447234
[212,] 39.93504509 62.34619715
[213,] 44.12015998 63.79762387
[214,] 43.32535710 60.95464292
[215,] 43.30919074 60.67124709
[216,] 45.39696167 63.96270287
[217,] 45.57256540 66.65248859
[218,] 41.20722239 69.78512934
[219,] 47.51449712 67.43788224
[220,] 42.91473044 66.39526387
[221,] 52.87885187 67.42945213
[222,] 47.17842198 76.59229451
[223,] 57.07066865 71.60357647
[224,] 57.65825784 75.39847857
[225,] 53.22163588 74.98907244
[226,] 51.69586233 73.13964666
[227,] 56.67082491 75.61175366
[228,] 57.90868812 72.69688757
[229,] 57.64110078 79.81618947
[230,] 60.56924040 83.61824670
[231,] 57.87359488 78.42053237
[232,] 61.54932862 80.42368611
[233,] 62.32203130 82.05641316
[234,] 66.60634716 86.85795221
[235,] 63.19796616 83.14405222
[236,] 65.78798425 84.22841141
[237,] 65.11921884 90.89393578
[238,] 65.42776128 84.95722025
[239,] 67.73786154 89.75678412
[240,] 65.56922116 90.61672338
[241,] 22.59201376 30.03908564
[242,] 20.95308645 31.48365616
[243,] 21.97837050 32.25684815
[244,] 23.45911921 32.96218289
[245,] 28.58085617 30.51106499
[246,] 23.42860290 35.81119911
[247,] 24.70798314 33.16468459
[248,] 30.77018759 36.87211373
[249,] 24.16085165 39.35616132
[250,] 29.91559585 39.26748628
[251,] 30.51046946 41.12696881
[252,] 27.22701704 39.33291794
[253,] 34.56935328 41.40911554
[254,] 34.20124591 43.66692535
[255,] 29.77015832 46.89633359
[256,] 36.28950677 48.10521566
[257,] 36.28503326 42.72106432
[258,] 39.16196498 44.26340581
[259,] 37.58949856 51.57305950
[260,] 37.83064588 50.91460089
[261,] 38.24876831 44.89305534
[262,] 37.80673497 49.47652231
[263,] 42.78571155 49.98925692
[264,] 45.68120705 60.10301965
[265,] 44.69586620 52.53056584
[266,] 43.57116986 53.32990944
[267,] 46.86043266 51.99880421
[268,] 45.75264728 56.53935621
[269,] 48.26381702 55.85703855
[270,] 52.85646299 55.71032447
[271,] 50.88639631 55.82405348
[272,] 46.81866604 58.55758099
[273,] 50.70920364 60.85666124
[274,] 55.13115613 60.90848734
[275,] 54.41187039 60.49689721
[276,] 58.48020426 69.40462440
[277,] 57.41322894 67.48837464
[278,] 56.59253749 65.20515548
[279,] 59.60773508 69.79842191
[280,] 63.44772835 73.77736043
[281,] 58.52995382 71.60876531
[282,] 58.09211623 74.79095817
[283,] 68.07570285 73.94357432
[284,] 61.27144580 68.39966599
[285,] 65.80447407 75.00399303
[286,] 63.83279843 74.22286387
[287,] 64.55454481 79.03255152
[288,] 69.54775521 78.63777306
[289,] 65.80095547 76.39915201
[290,] 69.94232113 74.91729593
[291,] 68.56504338 83.04447234
[292,] 69.93504509 82.34619715
[293,] 74.12015998 83.79762387
[294,] 73.32535710 80.95464292
[295,] 73.30919074 80.67124709
[296,] 75.39696167 83.96270287
[297,] 75.57256540 86.65248859
[298,] 71.20722239 89.78512934
[299,] 77.51449712 87.43788224
[300,] 72.91473044 86.39526387
[301,] 82.87885187 87.42945213
[302,] 77.17842198 96.59229451
[303,] 87.07066865 91.60357647
[304,] 87.65825784 95.39847857
[305,] 83.22163588 94.98907244
[306,] 81.69586233 93.13964666
[307,] 86.67082491 95.61175366
[308,] 87.90868812 92.69688757
[309,] 87.64110078 99.81618947
[310,] 90.56924040 103.61824670
[311,] 87.87359488 98.42053237
[312,] 91.54932862 100.42368611
[313,] 92.32203130 102.05641316
[314,] 96.60634716 106.85795221
[315,] 93.19796616 103.14405222
[316,] 95.78798425 104.22841141
[317,] 95.11921884 110.89393578
[318,] 95.42776128 104.95722025
[319,] 97.73786154 109.75678412
[320,] 95.56922116 110.61672338
[321,] -9.67514002 11.73788083
[322,] 9.06166344 -2.35548618
[323,] -25.88792068 -3.74395197
[324,] 25.82119392 -6.24908339
[325,] 16.93524789 5.04823362
[326,] 6.25941407 -1.07442780
[327,] -6.39509148 -1.26286332
[328,] 4.05695459 -5.67225834
[329,] -11.34420922 -7.49354217
[330,] 1.43754969 -7.21137035
[331,] 0.20732853 -16.86463646
[332,] 2.26767652 -12.47505441
[333,] -1.11823447 -0.66677693
[334,] 2.05549548 19.19351369
[335,] -4.94592751 17.17747825
[336,] -20.63375328 3.44807735
[337,] -5.22017848 0.57883762
[338,] -19.43019661 2.90233903
[339,] -11.46390182 13.65608295
[340,] 8.48219034 9.79043799
[341,] -13.09883978 2.98372162
[342,] 5.63880080 6.04415255
[343,] 18.37894671 -8.28033884
[344,] 1.19659601 15.50528652
[345,] 1.43994231 -7.20877953
[346,] 21.78575281 4.15155481
[347,] 6.95886465 7.19309213
[348,] -0.37588272 -6.89856125
[349,] -2.93775574 -1.17204082
[350,] -8.71904123 -5.62916041
[351,] 16.21164547 -8.26751739
[352,] 10.65080553 -12.84227310
[353,] -9.41529483 -3.10078414
[354,] 11.49203830 -8.14354973
[355,] -3.09004797 -7.72543595
[356,] -1.03534875 -3.44462522
[357,] 3.28116447 -5.52296612
[358,] -4.69394847 2.63290980
[359,] -8.89402511 -4.94441644
[360,] 9.95926896 -3.58159322
[361,] 8.03713588 1.05897750
[362,] 9.99099661 -1.41523983
[363,] 11.83869523 14.25938805
[364,] 22.17082758 -7.94861059
[365,] 15.11065004 15.81000338
[366,] -9.29787746 -2.60832258
[367,] -10.69143762 -4.50655213
[368,] -13.51552435 5.09923414
[369,] 5.41747317 -20.60825384
[370,] 10.11740808 22.76513079
[371,] 15.49216253 5.79486554
[372,] -15.80965760 2.33380345
[373,] -16.60617382 -3.52249941
[374,] -10.88296819 17.15718966
[375,] -2.98889173 9.80376600
[376,] -1.26766203 2.83318194
[377,] -17.53998081 -6.82424563
[378,] -13.60952256 -11.43246523
[379,] 17.19019570 16.76441620
[380,] 14.93271449 -5.11488556
[381,] -4.84194469 4.87483354
[382,] -10.13879801 3.60349309
[383,] -3.24122464 -5.89972352
[384,] -27.36816803 2.10092431
[385,] 4.65919654 -3.87850449
[386,] -2.54104587 -14.82230630
[387,] 6.19268358 -2.32659909
[388,] 4.61339462 11.38283313
[389,] 0.47275051 -8.06638772
[390,] 5.79949415 -0.89254212
[391,] 0.49213360 -6.77037196
[392,] 4.15307991 10.63459365
[393,] 11.99100426 3.57711895
[394,] 13.12213806 -3.57979495
[395,] 9.10895959 16.60701782
[396,] 13.59021124 -7.85062001
[397,] -8.27591418 -8.19620083
[398,] -8.37810035 -10.32041377
[399,] 22.81103452 -4.05183379
[400,] -6.36374315 -3.44687829
three_long_clust() works
Code
three_long_clust(n = 300, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -16.0467037 -25.5612581 0.0139380306 3.309084e-02
[2,] -20.9264759 -15.3146164 0.0222554683 6.205570e-04
[3,] -21.8761690 -17.4114219 0.0273821183 1.274938e-02
[4,] -13.1455642 -17.7304273 -0.0307347960 2.556577e-02
[5,] -14.8674970 -7.5977741 0.0249599343 -2.704463e-03
[6,] -15.4624321 -18.3190362 0.0402429315 -1.715678e-02
[7,] -18.5963783 -11.3169162 -0.0462197369 2.553369e-02
[8,] -11.8279509 -10.5870916 0.0393223643 -1.342221e-02
[9,] -13.3934029 -12.1782502 -0.0239902109 -2.135242e-02
[10,] -2.0622818 -9.5601395 0.0487629842 -4.435638e-02
[11,] -8.9137352 -13.0844604 0.0055707767 -3.480150e-02
[12,] -9.0653424 -6.3740457 -0.0371936114 7.342764e-03
[13,] -7.2385456 -11.6567474 -0.0436406263 -7.514273e-03
[14,] -7.2170600 -6.5814593 -0.0390775228 1.997895e-02
[15,] -7.5288610 -8.4860154 -0.0227467791 2.137183e-02
[16,] -3.8596656 -4.5122953 0.0276411119 -8.705977e-03
[17,] -4.9349100 -1.9681222 -0.0446881498 1.731751e-02
[18,] -1.9771878 0.1616871 -0.0016349768 -4.477979e-02
[19,] -0.7761219 1.0366824 0.0240139348 4.190433e-02
[20,] 1.9404133 4.0568866 -0.0181266045 2.007988e-02
[21,] 4.0125220 -0.1694892 0.0492232343 -3.115944e-02
[22,] -1.9910612 -2.3940364 0.0329920338 -2.308626e-02
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[284,] 73.9844920 88.5808469 -0.0356078255 -2.861032e-02
[285,] 74.4268197 88.3900471 0.0475948478 2.840946e-02
[286,] 72.5426556 91.6898350 0.0241484647 5.369577e-03
[287,] 74.2801960 93.5998535 0.0375258525 -3.227090e-02
[288,] 75.9413552 92.4099121 0.0468080780 -3.542723e-02
[289,] 83.8527399 95.5662156 -0.0377881441 -3.539199e-03
[290,] 83.9734242 97.4712454 -0.0490372739 -1.398847e-02
[291,] 77.4628620 99.2616856 -0.0016966163 -3.608108e-02
[292,] 78.3226550 104.3294575 -0.0175773777 4.937051e-03
[293,] 85.0126541 101.5936274 0.0105857869 4.895686e-02
[294,] 81.7331553 103.4603250 -0.0377988065 -3.697397e-02
[295,] 81.3355200 105.4683324 -0.0091741279 2.681811e-02
[296,] 83.4443100 100.7973729 0.0452865537 3.807928e-02
[297,] 85.1585787 106.8359327 0.0262750590 -7.696998e-03
[298,] 83.5046204 104.4188297 -0.0248023016 -2.305322e-02
[299,] 86.4011764 107.6934416 -0.0186367779 -4.300337e-02
[300,] 92.8157596 111.9497914 -0.0442824661 4.845613e-02
Code
three_long_clust(n = 300, num_noise = 0)
Output
[,1] [,2]
[1,] -20.81524680 -16.7599828
[2,] -15.90994897 -19.0586419
[3,] -21.57816080 -18.0270369
[4,] -10.69722800 -16.4261010
[5,] -12.91944022 -10.2739298
[6,] -13.52970162 -16.9642464
[7,] -9.56245229 -15.6150211
[8,] -11.14907869 -8.2872655
[9,] -10.28690177 -16.7989354
[10,] -10.46822779 -9.8555052
[11,] -11.64421719 -9.3619132
[12,] -10.40560630 -13.7162287
[13,] -9.98095746 -4.7883084
[14,] -1.90409219 -5.4984426
[15,] -9.92553449 -11.2873021
[16,] -7.07806941 -3.3881165
[17,] -9.08804725 -3.6437084
[18,] -4.18644313 -0.2975438
[19,] -1.88946377 -2.5131268
[20,] 0.12886552 -2.4616926
[21,] -1.03788187 -2.1890396
[22,] 5.32767320 -2.9915813
[23,] -3.94581258 2.9821394
[24,] 7.34173366 6.3515088
[25,] 5.84257961 4.8698328
[26,] 4.38537328 3.2139623
[27,] 7.21214384 7.0755408
[28,] 4.47895086 5.4408091
[29,] 2.21812821 8.3297713
[30,] 4.92119887 13.8205787
[31,] 11.72301917 11.1079954
[32,] 13.80519788 5.7733325
[33,] 8.97552361 10.3865045
[34,] 14.59999635 15.6639452
[35,] 16.13519624 14.5148380
[36,] 13.83554671 19.3502553
[37,] 17.66709811 17.7665362
[38,] 15.90037585 16.4906719
[39,] 12.80170512 20.0096688
[40,] 18.12535158 24.5596604
[41,] 19.81818035 18.1624423
[42,] 18.75747104 17.3651453
[43,] 19.37373932 29.5946286
[44,] 24.62477459 20.8393073
[45,] 30.03681226 26.2555926
[46,] 27.57722348 23.5409980
[47,] 29.71262107 24.1931810
[48,] 28.71988642 30.1846940
[49,] 31.33520771 25.2511943
[50,] 30.26263472 30.1779014
[51,] 33.81543213 28.2063042
[52,] 31.88286414 29.6688064
[53,] 33.91493739 34.6502000
[54,] 32.67113002 33.4066964
[55,] 36.02236927 33.1364884
[56,] 35.83096212 35.4962021
[57,] 28.79278474 35.4657067
[58,] 35.64497432 29.7590280
[59,] 42.36164811 37.3931214
[60,] 40.93225738 31.3934131
[61,] 34.79847208 43.5985648
[62,] 38.53804241 36.2230275
[63,] 37.99366932 48.3383358
[64,] 39.90633323 48.8228223
[65,] 47.24847001 43.0270449
[66,] 48.13083442 40.8698279
[67,] 45.94177234 46.8385311
[68,] 44.76710839 48.1358601
[69,] 45.62971067 47.5513760
[70,] 43.71480315 50.9615505
[71,] 50.95860560 47.3419936
[72,] 52.31470855 51.6866608
[73,] 54.83116777 52.4025391
[74,] 53.74434488 57.5079339
[75,] 53.05804646 52.9974577
[76,] 52.31273508 55.9849803
[77,] 57.98124858 54.8990235
[78,] 54.00276970 55.0347016
[79,] 62.42633011 57.6723269
[80,] 59.30550523 54.7115265
[81,] 62.34450881 60.0488571
[82,] 59.47856075 61.6045702
[83,] 68.76367034 62.3210602
[84,] 62.17122767 62.9527286
[85,] 62.67680201 59.6388312
[86,] 64.09774284 66.0139989
[87,] 64.71587213 62.4558557
[88,] 66.68217975 66.8401422
[89,] 70.51383502 69.6952017
[90,] 69.24621674 69.3343579
[91,] 71.24160822 71.4087110
[92,] 71.34134796 68.9161474
[93,] 72.14238061 71.2613944
[94,] 74.43142688 73.8336567
[95,] 72.34996780 77.6204170
[96,] 76.99748822 78.8815196
[97,] 77.07499544 71.9013304
[98,] 74.49138788 73.5792573
[99,] 83.54757527 82.4663244
[100,] 76.57958234 81.3932511
[101,] 13.61631918 -25.0767146
[102,] 19.09565289 -17.5746272
[103,] 19.48657115 -22.2071591
[104,] 31.87877456 -12.4641140
[105,] 22.16320731 -14.2205776
[106,] 22.91238680 -16.4537937
[107,] 20.99850526 -16.3833670
[108,] 26.42419526 -7.2390373
[109,] 25.32129819 -12.9085187
[110,] 24.88790559 -11.0870274
[111,] 24.78006686 -10.8416017
[112,] 27.94697624 -11.1134139
[113,] 30.57082655 -11.2494271
[114,] 30.38560917 -7.7406040
[115,] 29.62112151 -12.7970459
[116,] 40.50578050 -4.3478161
[117,] 37.86046830 -1.4172082
[118,] 34.75644435 -3.8527083
[119,] 40.24802739 -0.6164660
[120,] 44.97170054 -3.1481871
[121,] 42.01095664 2.3798700
[122,] 45.73869771 3.4956825
[123,] 44.42946789 -3.4337404
[124,] 37.24958249 5.3486196
[125,] 45.25499129 5.0265441
[126,] 44.02857983 5.7875864
[127,] 49.79068940 8.7377184
[128,] 49.04721632 10.9111895
[129,] 45.99894001 12.3015556
[130,] 43.89661991 12.6984255
[131,] 53.80559042 9.1380671
[132,] 52.68274644 7.4571285
[133,] 54.24702983 11.0629204
[134,] 50.44330365 10.6959173
[135,] 49.83905886 14.3845958
[136,] 53.70337859 13.3596828
[137,] 56.81561073 15.3132698
[138,] 60.48141168 18.8554542
[139,] 57.29735280 17.2157295
[140,] 55.74407984 19.3000049
[141,] 56.78681516 20.4091698
[142,] 67.99036813 23.0286579
[143,] 61.50447059 18.7792790
[144,] 65.99809821 24.3016117
[145,] 65.23634055 24.2681585
[146,] 62.67455832 26.6920089
[147,] 65.51469207 18.8743035
[148,] 61.62110946 24.2118846
[149,] 70.27023683 33.6459492
[150,] 74.77280838 30.8302168
[151,] 68.02566547 26.3895927
[152,] 70.27960764 31.5758661
[153,] 72.07051645 29.1268936
[154,] 77.82244027 29.2402044
[155,] 72.93006528 33.2005578
[156,] 74.03551426 40.8311061
[157,] 82.11741972 33.5283622
[158,] 74.44652531 39.8823293
[159,] 80.19598015 33.2497001
[160,] 81.02090423 41.4496083
[161,] 86.35986230 35.8265616
[162,] 82.68670867 37.6988900
[163,] 85.68393454 42.7486832
[164,] 80.56531610 41.5712801
[165,] 81.59525282 46.5087853
[166,] 88.12184039 47.7360245
[167,] 86.80642012 49.4730906
[168,] 87.41054292 43.5372454
[169,] 89.79657707 43.1417723
[170,] 92.44846429 51.3036130
[171,] 85.64103124 47.6485613
[172,] 90.21603687 52.8892664
[173,] 88.72581386 45.9727281
[174,] 92.87534476 54.3000930
[175,] 91.05200325 56.3985862
[176,] 90.39243501 53.5134085
[177,] 94.80876267 49.9035834
[178,] 103.17065732 59.0487770
[179,] 95.67490054 54.0590634
[180,] 101.65182958 61.6439060
[181,] 97.24606184 60.2403893
[182,] 98.55319221 64.1275953
[183,] 104.19470265 60.8738262
[184,] 104.05762167 66.3824659
[185,] 98.98337590 61.2227990
[186,] 101.40308308 61.8008218
[187,] 105.26419441 65.7406601
[188,] 104.33359566 68.4432663
[189,] 109.85561476 68.2967381
[190,] 105.40691519 68.6546948
[191,] 112.23455904 70.5426073
[192,] 107.30332510 72.9634223
[193,] 115.45300258 69.4260795
[194,] 114.63109191 69.0582602
[195,] 111.37783458 77.3479751
[196,] 111.63196288 76.2295241
[197,] 113.66350928 75.3416619
[198,] 118.43819264 80.1269371
[199,] 119.83548168 76.8573198
[200,] 117.18767345 81.5206893
[201,] -10.81524680 13.2400172
[202,] -5.90994897 10.9413581
[203,] -11.57816080 11.9729631
[204,] -0.69722800 13.5738990
[205,] -2.91944022 19.7260702
[206,] -3.52970162 13.0357536
[207,] 0.43754771 14.3849789
[208,] -1.14907869 21.7127345
[209,] -0.28690177 13.2010646
[210,] -0.46822779 20.1444948
[211,] -1.64421719 20.6380868
[212,] -0.40560630 16.2837713
[213,] 0.01904254 25.2116916
[214,] 8.09590781 24.5015574
[215,] 0.07446551 18.7126979
[216,] 2.92193059 26.6118835
[217,] 0.91195275 26.3562916
[218,] 5.81355687 29.7024562
[219,] 8.11053623 27.4868732
[220,] 10.12886552 27.5383074
[221,] 8.96211813 27.8109604
[222,] 15.32767320 27.0084187
[223,] 6.05418742 32.9821394
[224,] 17.34173366 36.3515088
[225,] 15.84257961 34.8698328
[226,] 14.38537328 33.2139623
[227,] 17.21214384 37.0755408
[228,] 14.47895086 35.4408091
[229,] 12.21812821 38.3297713
[230,] 14.92119887 43.8205787
[231,] 21.72301917 41.1079954
[232,] 23.80519788 35.7733325
[233,] 18.97552361 40.3865045
[234,] 24.59999635 45.6639452
[235,] 26.13519624 44.5148380
[236,] 23.83554671 49.3502553
[237,] 27.66709811 47.7665362
[238,] 25.90037585 46.4906719
[239,] 22.80170512 50.0096688
[240,] 28.12535158 54.5596604
[241,] 29.81818035 48.1624423
[242,] 28.75747104 47.3651453
[243,] 29.37373932 59.5946286
[244,] 34.62477459 50.8393073
[245,] 40.03681226 56.2555926
[246,] 37.57722348 53.5409980
[247,] 39.71262107 54.1931810
[248,] 38.71988642 60.1846940
[249,] 41.33520771 55.2511943
[250,] 40.26263472 60.1779014
[251,] 43.81543213 58.2063042
[252,] 41.88286414 59.6688064
[253,] 43.91493739 64.6502000
[254,] 42.67113002 63.4066964
[255,] 46.02236927 63.1364884
[256,] 45.83096212 65.4962021
[257,] 38.79278474 65.4657067
[258,] 45.64497432 59.7590280
[259,] 52.36164811 67.3931214
[260,] 50.93225738 61.3934131
[261,] 44.79847208 73.5985648
[262,] 48.53804241 66.2230275
[263,] 47.99366932 78.3383358
[264,] 49.90633323 78.8228223
[265,] 57.24847001 73.0270449
[266,] 58.13083442 70.8698279
[267,] 55.94177234 76.8385311
[268,] 54.76710839 78.1358601
[269,] 55.62971067 77.5513760
[270,] 53.71480315 80.9615505
[271,] 60.95860560 77.3419936
[272,] 62.31470855 81.6866608
[273,] 64.83116777 82.4025391
[274,] 63.74434488 87.5079339
[275,] 63.05804646 82.9974577
[276,] 62.31273508 85.9849803
[277,] 67.98124858 84.8990235
[278,] 64.00276970 85.0347016
[279,] 72.42633011 87.6723269
[280,] 69.30550523 84.7115265
[281,] 72.34450881 90.0488571
[282,] 69.47856075 91.6045702
[283,] 78.76367034 92.3210602
[284,] 72.17122767 92.9527286
[285,] 72.67680201 89.6388312
[286,] 74.09774284 96.0139989
[287,] 74.71587213 92.4558557
[288,] 76.68217975 96.8401422
[289,] 80.51383502 99.6952017
[290,] 79.24621674 99.3343579
[291,] 81.24160822 101.4087110
[292,] 81.34134796 98.9161474
[293,] 82.14238061 101.2613944
[294,] 84.43142688 103.8336567
[295,] 82.34996780 107.6204170
[296,] 86.99748822 108.8815196
[297,] 87.07499544 101.9013304
[298,] 84.49138788 103.5792573
[299,] 93.54757527 112.4663244
[300,] 86.57958234 111.3932511
two_long_clust_diff() works
Code
two_long_clust_diff(n = 300, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -16.0467037 -25.5612581 0.0139380306 3.309084e-02
[2,] -20.9264759 -15.3146164 0.0222554683 6.205570e-04
[3,] -21.8761690 -17.4114219 0.0273821183 1.274938e-02
[4,] -13.1455642 -17.7304273 -0.0307347960 2.556577e-02
[5,] -14.8674970 -7.5977741 0.0249599343 -2.704463e-03
[6,] -15.4624321 -18.3190362 0.0402429315 -1.715678e-02
[7,] -18.5963783 -11.3169162 -0.0462197369 2.553369e-02
[8,] -11.8279509 -10.5870916 0.0393223643 -1.342221e-02
[9,] -13.3934029 -12.1782502 -0.0239902109 -2.135242e-02
[10,] -2.0622818 -9.5601395 0.0487629842 -4.435638e-02
[11,] -8.9137352 -13.0844604 0.0055707767 -3.480150e-02
[12,] -9.0653424 -6.3740457 -0.0371936114 7.342764e-03
[13,] -7.2385456 -11.6567474 -0.0436406263 -7.514273e-03
[14,] -7.2170600 -6.5814593 -0.0390775228 1.997895e-02
[15,] -7.5288610 -8.4860154 -0.0227467791 2.137183e-02
[16,] -3.8596656 -4.5122953 0.0276411119 -8.705977e-03
[17,] -4.9349100 -1.9681222 -0.0446881498 1.731751e-02
[18,] -1.9771878 0.1616871 -0.0016349768 -4.477979e-02
[19,] -0.7761219 1.0366824 0.0240139348 4.190433e-02
[20,] 1.9404133 4.0568866 -0.0181266045 2.007988e-02
[21,] 4.0125220 -0.1694892 0.0492232343 -3.115944e-02
[22,] -1.9910612 -2.3940364 0.0329920338 -2.308626e-02
[23,] 1.5463198 0.6846337 -0.0064743672 3.330740e-02
[24,] -0.9829150 8.4204685 -0.0422361016 4.415502e-02
[25,] 5.0429542 4.2088006 0.0344848166 -3.834558e-02
[26,] 6.1167373 4.8901933 -0.0305266531 2.309174e-02
[27,] 6.3311444 6.5255063 -0.0231167459 -8.338904e-03
[28,] 7.4070889 10.4407412 0.0194286022 3.812055e-02
[29,] 5.3644757 4.5013061 0.0001718890 3.733654e-05
[30,] 12.7637388 7.9101129 -0.0340480692 -4.724280e-02
[31,] 9.4129097 4.8495570 0.0237194850 -1.894036e-02
[32,] 8.3135833 12.7682518 -0.0004342598 7.934875e-03
[33,] 13.0878551 11.4358087 0.0482351774 2.471494e-02
[34,] 15.0036939 16.1823120 0.0196492030 -9.015889e-03
[35,] 14.8126897 12.3198517 -0.0194835741 -2.119069e-03
[36,] 13.7261922 21.7839898 0.0159249835 2.862516e-02
[37,] 15.3496554 20.9231865 -0.0245666893 -4.937218e-02
[38,] 20.0009246 16.6966844 0.0478778662 1.189991e-03
[39,] 19.6401678 20.8582021 -0.0021930194 -1.052345e-02
[40,] 16.3699826 22.2503787 -0.0416788434 1.419472e-02
[41,] 18.1074908 16.6723598 0.0231610519 -3.895420e-02
[42,] 17.2502308 17.8112928 0.0262300945 1.607776e-02
[43,] 27.7185437 20.1929271 -0.0370317762 3.519951e-02
[44,] 26.8020245 23.2617120 -0.0346316919 -4.306235e-02
[45,] 20.1990572 21.2610461 0.0410195358 -2.677924e-02
[46,] 27.4218434 16.3570225 0.0166052091 3.370115e-02
[47,] 25.4668159 25.5563893 -0.0305520805 -7.628256e-03
[48,] 30.2956153 24.7494996 -0.0245675498 1.474725e-03
[49,] 28.9897966 26.5917958 -0.0345455090 2.119039e-02
[50,] 31.1175979 34.7087324 -0.0003508595 1.268381e-02
[51,] 37.5562777 26.2056359 -0.0034057023 1.346007e-02
[52,] 31.7245601 35.2633830 -0.0011862537 -1.548746e-02
[53,] 35.2631715 22.2346172 -0.0109603464 -2.307818e-02
[54,] 31.1825996 33.1176209 0.0212193804 4.217972e-02
[55,] 37.4481140 31.6392024 -0.0217553976 4.829483e-02
[56,] 34.0648268 31.8461061 -0.0191707506 2.072083e-02
[57,] 36.5271759 35.6081368 0.0442334460 3.700059e-02
[58,] 32.6778916 36.3437630 -0.0219509164 -2.682958e-02
[59,] 34.9975620 36.0170240 -0.0495311228 5.010260e-03
[60,] 38.6705674 40.8144074 0.0113840646 2.138814e-02
[61,] 40.6935358 41.2197965 0.0155089854 3.384213e-02
[62,] 42.6203033 42.6443931 -0.0401021889 -2.381642e-02
[63,] 42.5615878 44.9614578 0.0163494704 -3.741723e-02
[64,] 41.9233390 47.8598461 -0.0425397867 -2.485847e-02
[65,] 40.2239143 42.7546528 0.0480898142 -1.459736e-03
[66,] 46.5051007 46.3976404 0.0308108424 -4.685443e-03
[67,] 50.7102312 46.2819877 -0.0071905138 -4.021027e-02
[68,] 48.7086295 47.4813781 0.0412790195 4.312391e-02
[69,] 50.4241580 43.4932764 -0.0240459894 1.495112e-02
[70,] 50.9803185 52.2398746 -0.0193376644 -1.122955e-02
[71,] 48.5093001 41.9426477 0.0423996357 4.721409e-02
[72,] 49.9554795 49.7815296 -0.0184977262 -4.704446e-02
[73,] 54.4878673 56.1642905 -0.0198984539 6.842718e-03
[74,] 53.8720433 51.8971797 -0.0116929745 1.286648e-02
[75,] 57.5104327 53.6190597 0.0232275496 -3.359787e-02
[76,] 51.1921070 55.0542044 -0.0192702085 -4.484048e-02
[77,] 56.8210769 52.9739997 -0.0320126913 -4.241089e-02
[78,] 57.2410156 56.8672158 -0.0081955564 -3.371412e-02
[79,] 61.9526535 56.8142231 -0.0313546496 -1.659019e-02
[80,] 60.3940895 58.9470660 0.0244275016 -2.000044e-02
[81,] 62.4142716 62.6013239 -0.0151788390 1.690339e-02
[82,] 56.7711580 64.0401924 -0.0351408962 -9.961860e-03
[83,] 62.2475320 62.1810693 0.0215082376 -2.888342e-02
[84,] 63.9844920 58.5808469 0.0027284850 -2.930204e-02
[85,] 64.4268197 58.3900471 0.0387120224 -4.338725e-02
[86,] 62.5426556 61.6898350 0.0227838194 1.025363e-03
[87,] 64.2801960 63.5998535 0.0251240733 6.947431e-03
[88,] 65.9413552 62.4099121 -0.0464932609 -3.107307e-02
[89,] 73.8527399 65.5662156 0.0199507820 -2.983059e-02
[90,] 73.9734242 67.4712454 -0.0256514851 -3.587464e-03
[91,] 67.4628620 69.2616856 -0.0405866878 3.662836e-02
[92,] 68.3226550 74.3294575 0.0028731658 -2.557130e-02
[93,] 75.0126541 71.5936274 0.0444275602 -4.820601e-02
[94,] 71.7331553 73.4603250 -0.0491111540 -4.970583e-02
[95,] 71.3355200 75.4683324 -0.0416546314 1.212139e-02
[96,] 73.4443100 70.7973729 -0.0341986140 3.294325e-02
[97,] 75.1585787 76.8359327 -0.0086308938 1.258265e-02
[98,] 73.5046204 74.4188297 0.0107749348 -1.569915e-04
[99,] 76.4011764 77.6934416 0.0150154262 -1.541384e-02
[100,] 82.8157596 81.9497914 0.0324984893 3.356151e-02
[101,] 21.1227422 -20.9294867 -0.0357600727 -6.868312e-03
[102,] 18.8716424 -22.3686532 -0.0185067930 2.614086e-02
[103,] 13.9059678 -23.0633409 0.0271053146 2.321119e-02
[104,] 24.8212683 -13.5806975 0.0223568213 -4.151565e-02
[105,] 20.7779629 -12.8840504 0.0360059179 6.862480e-03
[106,] 24.1699965 -20.8183735 -0.0107024108 3.822739e-02
[107,] 23.3778939 -8.8966304 0.0181858625 2.681517e-02
[108,] 24.6640788 -14.1712181 0.0281567011 -3.516757e-02
[109,] 27.6510249 -12.1572738 -0.0038288075 4.175256e-03
[110,] 30.0442810 -10.1986659 -0.0409427823 -4.622971e-02
[111,] 30.5304061 -11.5319234 0.0325093341 3.193288e-02
[112,] 32.0369899 -9.8457284 -0.0205325620 -1.676492e-02
[113,] 31.9014693 -9.2528761 -0.0355930796 3.526906e-02
[114,] 35.5289863 -4.7386588 0.0487806467 3.087604e-02
[115,] 32.0281749 -8.9420475 0.0448191922 1.070080e-02
[116,] 40.6639759 -3.4122532 -0.0439755222 3.229748e-02
[117,] 38.9468167 -2.5208909 0.0361030853 4.542123e-02
[118,] 38.4310301 -6.7686992 -0.0213141399 1.655894e-02
[119,] 34.0445565 -1.0957223 0.0036367978 1.747713e-03
[120,] 39.3357599 -5.1368689 0.0340218931 -3.294439e-02
[121,] 40.4986537 -3.2813741 0.0304943694 4.563259e-02
[122,] 36.4259868 -0.3820704 -0.0085205035 3.535140e-03
[123,] 45.0148875 0.7735584 0.0367266138 1.578933e-02
[124,] 42.4376003 5.4292061 0.0264216963 4.282951e-02
[125,] 39.6239518 4.6105650 0.0091447428 -4.877184e-02
[126,] 40.1864880 2.8783288 -0.0059495745 -1.200973e-02
[127,] 45.0505191 1.0036258 0.0281619394 2.913777e-02
[128,] 47.2288892 10.6068802 -0.0017269597 -1.224266e-02
[129,] 47.2902470 9.7779811 0.0256983434 1.746640e-02
[130,] 48.4605164 9.9630759 0.0496705881 -1.495863e-02
[131,] 50.2583349 8.1038191 -0.0051352489 3.182903e-02
[132,] 49.3059955 11.0928427 0.0273578355 1.085481e-04
[133,] 49.1916225 12.4521021 0.0115915452 3.300351e-02
[134,] 53.6833751 18.2916361 -0.0264064001 -3.553239e-02
[135,] 53.4663906 17.5941203 -0.0198529340 2.355607e-03
[136,] 57.0863156 10.3540628 0.0002438598 -2.481383e-02
[137,] 58.1132490 17.4339721 0.0053096824 4.444729e-02
[138,] 52.3871104 18.5648457 0.0362229523 3.384768e-02
[139,] 58.3352683 13.7312096 0.0193852589 3.985037e-02
[140,] 64.4622573 17.3251035 -0.0093251564 2.217006e-02
[141,] 57.8803094 21.5051598 0.0248719533 2.400772e-02
[142,] 65.8745204 16.8013214 -0.0473052719 3.606880e-03
[143,] 61.0724348 26.7770151 -0.0238977435 -3.080228e-02
[144,] 65.9461483 21.2733067 0.0264777167 -2.536742e-02
[145,] 63.1839135 19.9917226 0.0189059034 -1.347111e-02
[146,] 70.3441853 20.3578872 0.0349754151 -4.044331e-02
[147,] 67.5987940 21.7423731 -0.0457185472 -5.961939e-03
[148,] 68.7169472 22.5802521 -0.0108053458 4.369684e-02
[149,] 68.3890842 30.0340101 0.0427678243 3.528876e-02
[150,] 64.4069261 28.8127041 -0.0155390420 -3.967089e-02
[151,] 69.2556673 27.5522929 0.0102627469 -1.281080e-02
[152,] 68.1644160 28.4227011 0.0254389687 -6.340092e-03
[153,] 74.5999382 28.5498483 0.0178099468 -2.135797e-02
[154,] 74.4361362 35.7519571 0.0105336501 1.863120e-02
[155,] 73.0217485 36.1930467 0.0296980240 2.447875e-02
[156,] 75.7294938 38.7832051 0.0131823413 -3.734830e-02
[157,] 80.1776912 33.1851105 0.0221103435 4.338618e-03
[158,] 75.5286207 41.4805520 0.0194955980 4.281553e-02
[159,] 77.4031617 36.2360345 -0.0343102385 -5.244724e-04
[160,] 76.6045570 34.0746628 0.0354791025 1.928101e-02
[161,] 77.6952372 40.6098573 0.0455530925 -3.568117e-02
[162,] 80.6092074 42.8927501 -0.0444633594 -2.225809e-02
[163,] 80.4028964 36.6397824 0.0278191108 3.982380e-02
[164,] 83.2151198 43.3212244 0.0100205618 4.170410e-02
[165,] 85.2690275 39.4447551 -0.0207915091 3.715181e-02
[166,] 83.3985470 47.3851627 -0.0194021311 -4.220070e-02
[167,] 84.6695505 41.9320165 0.0420285729 2.518827e-03
[168,] 89.6664172 50.9058909 -0.0143736571 -3.659039e-02
[169,] 90.1179658 46.5005071 -0.0471166582 3.716604e-02
[170,] 86.2813128 48.4780254 -0.0011105877 -3.218129e-02
[171,] 88.9000801 46.9081269 -0.0323901738 2.750799e-02
[172,] 85.3368879 49.8631133 -0.0133922930 -1.701060e-02
[173,] 95.3255159 54.6501819 -0.0464529631 3.058774e-02
[174,] 93.5931793 53.9892781 -0.0119273066 2.541549e-02
[175,] 91.0941384 50.6583837 -0.0211618534 -2.644579e-02
[176,] 95.1106552 51.5108012 -0.0163164396 3.796711e-03
[177,] 92.8647678 55.1894893 -0.0154660322 -2.241050e-02
[178,] 99.1790424 56.6677338 0.0006941579 -3.275914e-02
[179,] 94.7654403 57.4982298 -0.0265995397 -1.030154e-02
[180,] 92.2722114 66.8506194 0.0164671519 -2.848918e-02
[181,] 100.3691726 59.2530520 -0.0433949099 4.808778e-02
[182,] 100.3385727 64.8488876 0.0214593931 3.091673e-02
[183,] 103.5902814 61.5705600 -0.0059777297 -2.779407e-02
[184,] 100.4446074 63.6111478 0.0331852962 -1.607059e-02
[185,] 108.4053038 64.3596720 0.0124993692 4.445126e-04
[186,] 104.4963642 61.7101257 -0.0065300648 5.350461e-03
[187,] 103.4919137 64.1717214 0.0411417381 -3.148262e-02
[188,] 107.8754590 70.2337765 0.0247844953 -1.685814e-02
[189,] 111.1043592 68.4373486 -0.0435268620 1.210662e-03
[190,] 109.8438730 68.2281448 0.0458923144 4.850406e-02
[191,] 109.8705405 70.8790928 -0.0046170085 3.640567e-02
[192,] 111.7190571 71.6265022 -0.0450764619 -4.455620e-02
[193,] 115.3952068 67.7999658 -0.0059401513 -6.219088e-03
[194,] 111.9375191 72.5752580 0.0081883668 -4.095101e-03
[195,] 112.9301514 72.8701575 0.0304601316 -6.514969e-03
[196,] 113.9749847 74.8307040 0.0020829631 3.607097e-02
[197,] 115.0910873 77.8821985 0.0304781620 -3.611904e-02
[198,] 116.7131579 78.4439615 -0.0425765788 4.177381e-02
[199,] 118.2743235 81.0791120 0.0114159942 -3.687107e-02
[200,] 116.8948203 81.9741286 0.0233740703 -3.089587e-02
[201,] 13.9532963 4.4387419 -0.0339096562 -4.841946e-02
[202,] 9.0735241 14.6853836 0.0414377427 -3.479588e-02
[203,] 8.1238310 12.5885781 0.0374152880 -7.765238e-03
[204,] 16.8544358 12.2695727 -0.0403944338 8.493012e-03
[205,] 15.1325030 22.4022259 -0.0284535438 -4.367337e-02
[206,] 14.5375679 11.6809638 -0.0143401542 1.733485e-02
[207,] 11.4036217 18.6830838 -0.0150897518 -2.077300e-02
[208,] 18.1720491 19.4129084 0.0294666313 -1.581126e-03
[209,] 16.6065971 17.8217498 0.0268727275 2.578530e-02
[210,] 27.9377182 20.4398605 -0.0245010051 -4.158560e-02
[211,] 21.0862648 16.9155396 -0.0323609477 3.239401e-02
[212,] 20.9346576 23.6259543 0.0283407058 -3.571340e-03
[213,] 22.7614544 18.3432526 -0.0101760890 2.804938e-02
[214,] 22.7829400 23.4185407 0.0049510104 -1.635639e-02
[215,] 22.4711390 21.5139846 0.0093291366 1.459011e-02
[216,] 26.1403344 25.4877047 -0.0092357021 -1.896442e-02
[217,] 25.0650900 28.0318778 -0.0142444834 8.057138e-03
[218,] 28.0228122 30.1616871 -0.0276593626 4.193794e-02
[219,] 29.2238781 31.0366824 0.0235752249 9.387194e-03
[220,] 31.9404133 34.0568866 0.0009247106 7.353027e-03
[221,] 34.0125220 29.8305108 -0.0222653301 4.049259e-02
[222,] 28.0089388 27.6059636 -0.0108763634 1.485700e-02
[223,] 31.5463198 30.6846337 0.0049058254 -2.303922e-02
[224,] 29.0170850 38.4204685 0.0245505164 -1.958080e-02
[225,] 35.0429542 34.2088006 0.0016452796 2.439304e-02
[226,] 36.1167373 34.8901933 0.0233802950 -1.207646e-02
[227,] 36.3311444 36.5255063 0.0460393964 1.496986e-02
[228,] 37.4070889 40.4407412 -0.0332867402 2.234558e-03
[229,] 35.3644757 34.5013061 -0.0406457410 -2.836664e-02
[230,] 42.7637388 37.9101129 0.0129818394 -4.881061e-02
[231,] 39.4129097 34.8495570 0.0013812454 4.935234e-02
[232,] 38.3135833 42.7682518 0.0099141791 1.414081e-02
[233,] 43.0878551 41.4358087 0.0025305262 7.169498e-03
[234,] 45.0036939 46.1823120 0.0272961495 -3.040587e-02
[235,] 44.8126897 42.3198517 -0.0497736051 -3.201353e-02
[236,] 43.7261922 51.7839898 0.0373848314 -4.102860e-02
[237,] 45.3496554 50.9231865 0.0178189527 4.011197e-02
[238,] 50.0009246 46.6966844 -0.0290966723 3.823476e-03
[239,] 49.6401678 50.8582021 -0.0376571369 -1.490164e-02
[240,] 46.3699826 52.2503787 0.0122225274 -4.937804e-02
[241,] 48.1074908 46.6723598 0.0207520892 2.975896e-02
[242,] 47.2502308 47.8112928 -0.0489874637 -4.884075e-02
[243,] 57.7185437 50.1929271 0.0319272961 -1.858960e-02
[244,] 56.8020245 53.2617120 -0.0234734462 8.801401e-03
[245,] 50.1990572 51.2610461 -0.0392798880 1.339276e-03
[246,] 57.4218434 46.3570225 -0.0412171215 1.764744e-02
[247,] 55.4668159 55.5563893 0.0392849744 2.702126e-03
[248,] 60.2956153 54.7494996 -0.0370253569 -4.090619e-02
[249,] 58.9897966 56.5917958 -0.0145395615 -6.385344e-03
[250,] 61.1175979 64.7087324 -0.0151166953 -3.685905e-02
[251,] 67.5562777 56.2056359 0.0208508563 3.503112e-02
[252,] 61.7245601 65.2633830 -0.0263127579 -8.227978e-03
[253,] 65.2631715 52.2346172 -0.0392443858 4.318322e-02
[254,] 61.1825996 63.1176209 -0.0396260771 -4.268886e-02
[255,] 67.4481140 61.6392024 -0.0360179453 3.545460e-02
[256,] 64.0648268 61.8461061 0.0213240878 -2.309860e-02
[257,] 66.5271759 65.6081368 0.0479957431 -3.377105e-02
[258,] 62.6778916 66.3437630 0.0395506542 -3.713369e-02
[259,] 64.9975620 66.0170240 0.0335367842 -2.504078e-02
[260,] 68.6705674 70.8144074 -0.0037490580 -2.202144e-02
[261,] 70.6935358 71.2197965 -0.0256192339 2.576198e-02
[262,] 72.6203033 72.6443931 0.0432805400 4.108143e-02
[263,] 72.5615878 74.9614578 0.0265724259 4.886903e-02
[264,] 71.9233390 77.8598461 0.0024829366 -2.070392e-02
[265,] 70.2239143 72.7546528 -0.0206748786 2.479276e-02
[266,] 76.5051007 76.3976404 0.0290983000 3.753685e-02
[267,] 80.7102312 76.2819877 -0.0052619396 -4.474088e-02
[268,] 78.7086295 77.4813781 -0.0012253103 -4.821559e-02
[269,] 80.4241580 73.4932764 0.0257397868 -3.799170e-02
[270,] 80.9803185 82.2398746 0.0492021148 -2.464728e-02
[271,] 78.5093001 71.9426477 -0.0038281123 -8.387998e-03
[272,] 79.9554795 79.7815296 0.0484013313 -2.661362e-02
[273,] 84.4878673 86.1642905 -0.0162242120 1.794084e-02
[274,] 83.8720433 81.8971797 -0.0470545943 3.887252e-02
[275,] 87.5104327 83.6190597 0.0055834409 -4.374773e-02
[276,] 81.1921070 85.0542044 0.0185618917 -2.679644e-02
[277,] 86.8210769 82.9739997 0.0393190964 -3.733186e-02
[278,] 87.2410156 86.8672158 0.0213096378 1.296832e-02
[279,] 91.9526535 86.8142231 -0.0234274061 -3.788711e-02
[280,] 90.3940895 88.9470660 -0.0293364196 1.547613e-02
[281,] 92.4142716 92.6013239 0.0267114585 4.698165e-02
[282,] 86.7711580 94.0401924 0.0028744341 3.856291e-02
[283,] 92.2475320 92.1810693 0.0433571625 -8.757659e-03
[284,] 93.9844920 88.5808469 -0.0356078255 -2.861032e-02
[285,] 94.4268197 88.3900471 0.0475948478 2.840946e-02
[286,] 92.5426556 91.6898350 0.0241484647 5.369577e-03
[287,] 94.2801960 93.5998535 0.0375258525 -3.227090e-02
[288,] 95.9413552 92.4099121 0.0468080780 -3.542723e-02
[289,] 103.8527399 95.5662156 -0.0377881441 -3.539199e-03
[290,] 103.9734242 97.4712454 -0.0490372739 -1.398847e-02
[291,] 97.4628620 99.2616856 -0.0016966163 -3.608108e-02
[292,] 98.3226550 104.3294575 -0.0175773777 4.937051e-03
[293,] 105.0126541 101.5936274 0.0105857869 4.895686e-02
[294,] 101.7331553 103.4603250 -0.0377988065 -3.697397e-02
[295,] 101.3355200 105.4683324 -0.0091741279 2.681811e-02
[296,] 103.4443100 100.7973729 0.0452865537 3.807928e-02
[297,] 105.1585787 106.8359327 0.0262750590 -7.696998e-03
[298,] 103.5046204 104.4188297 -0.0248023016 -2.305322e-02
[299,] 106.4011764 107.6934416 -0.0186367779 -4.300337e-02
[300,] 112.8157596 111.9497914 -0.0442824661 4.845613e-02
Code
two_long_clust_diff(n = 300, num_noise = 0)
Output
[,1] [,2]
[1,] -20.8152468 -16.7599828
[2,] -15.9099490 -19.0586419
[3,] -21.5781608 -18.0270369
[4,] -10.6972280 -16.4261010
[5,] -12.9194402 -10.2739298
[6,] -13.5297016 -16.9642464
[7,] -9.5624523 -15.6150211
[8,] -11.1490787 -8.2872655
[9,] -10.2869018 -16.7989354
[10,] -10.4682278 -9.8555052
[11,] -11.6442172 -9.3619132
[12,] -10.4056063 -13.7162287
[13,] -9.9809575 -4.7883084
[14,] -1.9040922 -5.4984426
[15,] -9.9255345 -11.2873021
[16,] -7.0780694 -3.3881165
[17,] -9.0880473 -3.6437084
[18,] -4.1864431 -0.2975438
[19,] -1.8894638 -2.5131268
[20,] 0.1288655 -2.4616926
[21,] -1.0378819 -2.1890396
[22,] 5.3276732 -2.9915813
[23,] -3.9458126 2.9821394
[24,] 7.3417337 6.3515088
[25,] 5.8425796 4.8698328
[26,] 4.3853733 3.2139623
[27,] 7.2121438 7.0755408
[28,] 4.4789509 5.4408091
[29,] 2.2181282 8.3297713
[30,] 4.9211989 13.8205787
[31,] 11.7230192 11.1079954
[32,] 13.8051979 5.7733325
[33,] 8.9755236 10.3865045
[34,] 14.5999964 15.6639452
[35,] 16.1351962 14.5148380
[36,] 13.8355467 19.3502553
[37,] 17.6670981 17.7665362
[38,] 15.9003759 16.4906719
[39,] 12.8017051 20.0096688
[40,] 18.1253516 24.5596604
[41,] 19.8181804 18.1624423
[42,] 18.7574710 17.3651453
[43,] 19.3737393 29.5946286
[44,] 24.6247746 20.8393073
[45,] 30.0368123 26.2555926
[46,] 27.5772235 23.5409980
[47,] 29.7126211 24.1931810
[48,] 28.7198864 30.1846940
[49,] 31.3352077 25.2511943
[50,] 30.2626347 30.1779014
[51,] 33.8154321 28.2063042
[52,] 31.8828641 29.6688064
[53,] 33.9149374 34.6502000
[54,] 32.6711300 33.4066964
[55,] 36.0223693 33.1364884
[56,] 35.8309621 35.4962021
[57,] 28.7927847 35.4657067
[58,] 35.6449743 29.7590280
[59,] 42.3616481 37.3931214
[60,] 40.9322574 31.3934131
[61,] 34.7984721 43.5985648
[62,] 38.5380424 36.2230275
[63,] 37.9936693 48.3383358
[64,] 39.9063332 48.8228223
[65,] 47.2484700 43.0270449
[66,] 48.1308344 40.8698279
[67,] 45.9417723 46.8385311
[68,] 44.7671084 48.1358601
[69,] 45.6297107 47.5513760
[70,] 43.7148032 50.9615505
[71,] 50.9586056 47.3419936
[72,] 52.3147085 51.6866608
[73,] 54.8311678 52.4025391
[74,] 53.7443449 57.5079339
[75,] 53.0580465 52.9974577
[76,] 52.3127351 55.9849803
[77,] 57.9812486 54.8990235
[78,] 54.0027697 55.0347016
[79,] 62.4263301 57.6723269
[80,] 59.3055052 54.7115265
[81,] 62.3445088 60.0488571
[82,] 59.4785608 61.6045702
[83,] 68.7636703 62.3210602
[84,] 62.1712277 62.9527286
[85,] 62.6768020 59.6388312
[86,] 64.0977428 66.0139989
[87,] 64.7158721 62.4558557
[88,] 66.6821797 66.8401422
[89,] 70.5138350 69.6952017
[90,] 69.2462167 69.3343579
[91,] 71.2416082 71.4087110
[92,] 71.3413480 68.9161474
[93,] 72.1423806 71.2613944
[94,] 74.4314269 73.8336567
[95,] 72.3499678 77.6204170
[96,] 76.9974882 78.8815196
[97,] 77.0749954 71.9013304
[98,] 74.4913879 73.5792573
[99,] 83.5475753 82.4663244
[100,] 76.5795823 81.3932511
[101,] 13.6163192 -25.0767146
[102,] 19.0956529 -17.5746272
[103,] 19.4865712 -22.2071591
[104,] 31.8787746 -12.4641140
[105,] 22.1632073 -14.2205776
[106,] 22.9123868 -16.4537937
[107,] 20.9985053 -16.3833670
[108,] 26.4241953 -7.2390373
[109,] 25.3212982 -12.9085187
[110,] 24.8879056 -11.0870274
[111,] 24.7800669 -10.8416017
[112,] 27.9469762 -11.1134139
[113,] 30.5708266 -11.2494271
[114,] 30.3856092 -7.7406040
[115,] 29.6211215 -12.7970459
[116,] 40.5057805 -4.3478161
[117,] 37.8604683 -1.4172082
[118,] 34.7564443 -3.8527083
[119,] 40.2480274 -0.6164660
[120,] 44.9717005 -3.1481871
[121,] 42.0109566 2.3798700
[122,] 45.7386977 3.4956825
[123,] 44.4294679 -3.4337404
[124,] 37.2495825 5.3486196
[125,] 45.2549913 5.0265441
[126,] 44.0285798 5.7875864
[127,] 49.7906894 8.7377184
[128,] 49.0472163 10.9111895
[129,] 45.9989400 12.3015556
[130,] 43.8966199 12.6984255
[131,] 53.8055904 9.1380671
[132,] 52.6827464 7.4571285
[133,] 54.2470298 11.0629204
[134,] 50.4433036 10.6959173
[135,] 49.8390589 14.3845958
[136,] 53.7033786 13.3596828
[137,] 56.8156107 15.3132698
[138,] 60.4814117 18.8554542
[139,] 57.2973528 17.2157295
[140,] 55.7440798 19.3000049
[141,] 56.7868152 20.4091698
[142,] 67.9903681 23.0286579
[143,] 61.5044706 18.7792790
[144,] 65.9980982 24.3016117
[145,] 65.2363406 24.2681585
[146,] 62.6745583 26.6920089
[147,] 65.5146921 18.8743035
[148,] 61.6211095 24.2118846
[149,] 70.2702368 33.6459492
[150,] 74.7728084 30.8302168
[151,] 68.0256655 26.3895927
[152,] 70.2796076 31.5758661
[153,] 72.0705164 29.1268936
[154,] 77.8224403 29.2402044
[155,] 72.9300653 33.2005578
[156,] 74.0355143 40.8311061
[157,] 82.1174197 33.5283622
[158,] 74.4465253 39.8823293
[159,] 80.1959801 33.2497001
[160,] 81.0209042 41.4496083
[161,] 86.3598623 35.8265616
[162,] 82.6867087 37.6988900
[163,] 85.6839345 42.7486832
[164,] 80.5653161 41.5712801
[165,] 81.5952528 46.5087853
[166,] 88.1218404 47.7360245
[167,] 86.8064201 49.4730906
[168,] 87.4105429 43.5372454
[169,] 89.7965771 43.1417723
[170,] 92.4484643 51.3036130
[171,] 85.6410312 47.6485613
[172,] 90.2160369 52.8892664
[173,] 88.7258139 45.9727281
[174,] 92.8753448 54.3000930
[175,] 91.0520032 56.3985862
[176,] 90.3924350 53.5134085
[177,] 94.8087627 49.9035834
[178,] 103.1706573 59.0487770
[179,] 95.6749005 54.0590634
[180,] 101.6518296 61.6439060
[181,] 97.2460618 60.2403893
[182,] 98.5531922 64.1275953
[183,] 104.1947026 60.8738262
[184,] 104.0576217 66.3824659
[185,] 98.9833759 61.2227990
[186,] 101.4030831 61.8008218
[187,] 105.2641944 65.7406601
[188,] 104.3335957 68.4432663
[189,] 109.8556148 68.2967381
[190,] 105.4069152 68.6546948
[191,] 112.2345590 70.5426073
[192,] 107.3033251 72.9634223
[193,] 115.4530026 69.4260795
[194,] 114.6310919 69.0582602
[195,] 111.3778346 77.3479751
[196,] 111.6319629 76.2295241
[197,] 113.6635093 75.3416619
[198,] 118.4381926 80.1269371
[199,] 119.8354817 76.8573198
[200,] 117.1876735 81.5206893
[201,] 9.1847532 13.2400172
[202,] 14.0900510 10.9413581
[203,] 8.4218392 11.9729631
[204,] 19.3027720 13.5738990
[205,] 17.0805598 19.7260702
[206,] 16.4702984 13.0357536
[207,] 20.4375477 14.3849789
[208,] 18.8509213 21.7127345
[209,] 19.7130982 13.2010646
[210,] 19.5317722 20.1444948
[211,] 18.3557828 20.6380868
[212,] 19.5943937 16.2837713
[213,] 20.0190425 25.2116916
[214,] 28.0959078 24.5015574
[215,] 20.0744655 18.7126979
[216,] 22.9219306 26.6118835
[217,] 20.9119527 26.3562916
[218,] 25.8135569 29.7024562
[219,] 28.1105362 27.4868732
[220,] 30.1288655 27.5383074
[221,] 28.9621181 27.8109604
[222,] 35.3276732 27.0084187
[223,] 26.0541874 32.9821394
[224,] 37.3417337 36.3515088
[225,] 35.8425796 34.8698328
[226,] 34.3853733 33.2139623
[227,] 37.2121438 37.0755408
[228,] 34.4789509 35.4408091
[229,] 32.2181282 38.3297713
[230,] 34.9211989 43.8205787
[231,] 41.7230192 41.1079954
[232,] 43.8051979 35.7733325
[233,] 38.9755236 40.3865045
[234,] 44.5999964 45.6639452
[235,] 46.1351962 44.5148380
[236,] 43.8355467 49.3502553
[237,] 47.6670981 47.7665362
[238,] 45.9003759 46.4906719
[239,] 42.8017051 50.0096688
[240,] 48.1253516 54.5596604
[241,] 49.8181804 48.1624423
[242,] 48.7574710 47.3651453
[243,] 49.3737393 59.5946286
[244,] 54.6247746 50.8393073
[245,] 60.0368123 56.2555926
[246,] 57.5772235 53.5409980
[247,] 59.7126211 54.1931810
[248,] 58.7198864 60.1846940
[249,] 61.3352077 55.2511943
[250,] 60.2626347 60.1779014
[251,] 63.8154321 58.2063042
[252,] 61.8828641 59.6688064
[253,] 63.9149374 64.6502000
[254,] 62.6711300 63.4066964
[255,] 66.0223693 63.1364884
[256,] 65.8309621 65.4962021
[257,] 58.7927847 65.4657067
[258,] 65.6449743 59.7590280
[259,] 72.3616481 67.3931214
[260,] 70.9322574 61.3934131
[261,] 64.7984721 73.5985648
[262,] 68.5380424 66.2230275
[263,] 67.9936693 78.3383358
[264,] 69.9063332 78.8228223
[265,] 77.2484700 73.0270449
[266,] 78.1308344 70.8698279
[267,] 75.9417723 76.8385311
[268,] 74.7671084 78.1358601
[269,] 75.6297107 77.5513760
[270,] 73.7148032 80.9615505
[271,] 80.9586056 77.3419936
[272,] 82.3147085 81.6866608
[273,] 84.8311678 82.4025391
[274,] 83.7443449 87.5079339
[275,] 83.0580465 82.9974577
[276,] 82.3127351 85.9849803
[277,] 87.9812486 84.8990235
[278,] 84.0027697 85.0347016
[279,] 92.4263301 87.6723269
[280,] 89.3055052 84.7115265
[281,] 92.3445088 90.0488571
[282,] 89.4785608 91.6045702
[283,] 98.7636703 92.3210602
[284,] 92.1712277 92.9527286
[285,] 92.6768020 89.6388312
[286,] 94.0977428 96.0139989
[287,] 94.7158721 92.4558557
[288,] 96.6821797 96.8401422
[289,] 100.5138350 99.6952017
[290,] 99.2462167 99.3343579
[291,] 101.2416082 101.4087110
[292,] 101.3413480 98.9161474
[293,] 102.1423806 101.2613944
[294,] 104.4314269 103.8336567
[295,] 102.3499678 107.6204170
[296,] 106.9974882 108.8815196
[297,] 107.0749954 101.9013304
[298,] 104.4913879 103.5792573
[299,] 113.5475753 112.4663244
[300,] 106.5795823 111.3932511
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plane() works
Code
plane(n = 100, coef_x1 = 1, coef_x2 = 1, coef_y1 = -1, coef_y2 = 1,
intercept_x = -10, intercept_y = 8, u_min = 10, u_max = 30, v_min = 10,
v_max = 20, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] 38.06529 -0.1830627 0.046811273 -0.0397026339
[2,] 27.34585 2.5625671 -0.012496258 0.0290763175
[3,] 21.16194 8.7465377 -0.039036306 0.0422360181
[4,] 22.69912 6.4338428 0.012114244 -0.0214310022
[5,] 20.57979 14.6530384 -0.007777032 -0.0499433291
[6,] 32.54503 -1.7862650 -0.043311664 -0.0356851794
[7,] 30.73466 -7.2881825 0.009618158 0.0015637302
[8,] 19.44866 -1.1737037 0.040446538 -0.0123396746
[9,] 31.68997 3.8059987 -0.049745073 -0.0284339315
[10,] 26.78050 2.4224215 -0.015265306 -0.0350829806
[11,] 22.55121 3.0012882 0.036571148 -0.0353439124
[12,] 24.67340 6.3530023 0.015919120 0.0423142502
[13,] 16.95236 12.4425380 -0.031443569 -0.0051962465
[14,] 17.24686 8.3570084 0.044940477 -0.0389469245
[15,] 23.78803 -4.2913413 -0.028938895 -0.0086575911
[16,] 28.95666 3.0204627 0.013595432 0.0232040592
[17,] 18.00771 3.1614595 0.002368991 -0.0245691278
[18,] 22.98414 2.2354769 -0.030572272 -0.0315889175
[19,] 34.53390 -7.4083066 -0.018436977 0.0227344875
[20,] 37.13628 -1.8840554 0.045953311 -0.0366494890
[21,] 28.74126 1.0869808 0.034806118 0.0157848667
[22,] 29.23264 -8.7350911 0.004200594 0.0070135517
[23,] 26.88059 5.2281353 -0.030929957 0.0208199039
[24,] 14.64936 11.4165465 -0.023326323 -0.0189224581
[25,] 27.74610 1.7388255 0.038856192 0.0338216087
[26,] 37.18762 -1.2830828 0.036005257 -0.0460992394
[27,] 23.02161 2.1751909 -0.005547783 0.0447378346
[28,] 16.30969 11.6633176 0.010797826 0.0272497393
[29,] 17.14388 2.9375274 0.029635492 -0.0160971409
[30,] 32.36522 4.0710232 0.009967849 0.0464448324
[31,] 29.88198 1.9592347 -0.006457079 0.0179349351
[32,] 14.71168 6.6890438 -0.030954550 -0.0207382537
[33,] 26.97118 9.8648475 -0.025088984 0.0037443788
[34,] 13.34293 7.4718654 0.031934072 -0.0118583800
[35,] 29.82356 2.4865690 -0.035403466 0.0063740385
[36,] 17.56274 15.0600768 -0.042859625 -0.0297865495
[37,] 31.07166 2.7377337 -0.034428535 -0.0433482581
[38,] 15.73687 5.3311466 0.034162961 -0.0163532625
[39,] 34.18389 -1.2757472 -0.045406635 0.0359919606
[40,] 13.66898 5.5663674 0.012260502 -0.0370901504
[41,] 31.28573 -7.0931311 0.002252682 -0.0496382012
[42,] 21.44132 9.7052804 0.004865140 0.0114451926
[43,] 16.82610 8.4510034 0.037104514 -0.0157686300
[44,] 27.50368 4.7326645 0.019189041 -0.0482725061
[45,] 26.76326 7.1673272 0.016947191 0.0417446218
[46,] 27.82745 7.8905092 0.023474528 0.0490760001
[47,] 17.98650 12.3005478 -0.046460505 -0.0143416769
[48,] 22.77130 -2.6648940 -0.014047195 -0.0389693632
[49,] 31.50927 4.0713054 -0.002774406 -0.0050521928
[50,] 25.77285 0.4949728 0.021978159 -0.0338490285
[51,] 23.92458 -3.8812268 0.001459893 0.0007207744
[52,] 37.41894 -1.6252462 -0.032680244 0.0358561296
[53,] 26.95733 3.1994629 -0.006952650 -0.0343432767
[54,] 16.42082 6.9811431 0.049056897 0.0380912595
[55,] 26.39955 2.2407739 -0.037429136 -0.0017651984
[56,] 35.25352 -3.4751869 0.040186682 0.0271230818
[57,] 22.85841 13.2650500 0.037823953 -0.0153674109
[58,] 30.49246 -6.8580317 -0.013801423 -0.0435791666
[59,] 34.69294 -3.1144298 0.014180800 -0.0007038843
[60,] 30.58163 -10.9610383 0.016110678 -0.0042624283
[61,] 26.34368 7.4467257 0.045699345 0.0307058573
[62,] 16.10411 8.2497215 -0.017281139 -0.0172181919
[63,] 14.49862 5.0879213 -0.022220930 0.0344564827
[64,] 20.22470 12.0836258 0.048801365 -0.0145525717
[65,] 28.15990 0.4976967 0.007458667 0.0024064121
[66,] 26.28815 -1.0116143 -0.033425671 0.0470545179
[67,] 31.24407 -0.6719509 -0.035560294 -0.0429631366
[68,] 29.78562 -9.9229317 0.046699327 0.0314480813
[69,] 27.70097 1.4303849 0.021227714 -0.0469257004
[70,] 14.16164 9.7023185 0.028738201 0.0067218661
[71,] 18.77487 3.3523407 -0.048813058 -0.0365070718
[72,] 28.30731 -2.2965836 -0.025414831 0.0148092618
[73,] 21.11610 2.5485301 -0.044960774 -0.0288158743
[74,] 28.78199 -3.3163322 -0.032921567 -0.0393909458
[75,] 30.44927 -5.2075000 0.004026652 -0.0436995254
[76,] 35.08717 -3.0559605 0.014284641 -0.0465217978
[77,] 33.89897 3.5903564 -0.032963758 -0.0291392233
[78,] 16.58404 10.7266079 0.049464466 0.0114881480
[79,] 23.31986 13.7065734 -0.036069776 -0.0194828836
[80,] 14.67288 4.3366145 0.020289299 -0.0485348954
[81,] 17.27004 4.7070903 0.036633093 -0.0097199444
[82,] 17.07598 10.6164142 -0.029914531 -0.0044783109
[83,] 13.97404 7.7474869 0.035608689 0.0366461525
[84,] 28.54136 -3.3973583 0.030768446 -0.0395055116
[85,] 37.85737 -3.0101006 0.022653194 -0.0053874930
[86,] 36.50433 0.2495649 0.014886355 0.0058034629
[87,] 31.31377 -6.5855703 -0.003475857 0.0060975001
[88,] 16.37950 7.3071009 0.021506445 -0.0234173421
[89,] 13.92389 7.8206525 0.031937469 0.0187736356
[90,] 23.78526 -3.8812011 -0.037160310 -0.0442129100
[91,] 28.82528 -4.7846283 0.049801787 -0.0419374371
[92,] 26.34131 3.3073851 0.012772074 -0.0498900986
[93,] 22.48494 3.3062045 0.005877741 0.0109741065
[94,] 23.34426 2.9233602 0.025761254 -0.0074751925
[95,] 28.50014 -8.0604667 0.027342288 -0.0305212979
[96,] 16.03319 6.6135615 -0.035392174 -0.0172342707
[97,] 25.55586 -1.6151166 0.018060863 -0.0040695532
[98,] 25.14713 9.3794330 -0.004448415 0.0392953042
[99,] 34.18028 1.7857068 -0.047147391 0.0337261188
[100,] 12.60947 6.0769211 -0.017987990 0.0190098491
Code
plane(n = 100, coef_x1 = 1, coef_x2 = 1, coef_y1 = -1, coef_y2 = 1,
intercept_x = -10, intercept_y = 8, u_min = 10, u_max = 30, v_min = 10,
v_max = 20, num_noise = 0)
Output
[,1] [,2]
[1,] 25.78840 9.3636134
[2,] 22.39959 9.3017729
[3,] 16.81304 5.7658922
[4,] 28.91128 -5.3826413
[5,] 16.40742 4.3913951
[6,] 18.02165 12.1188274
[7,] 32.42536 -8.0625336
[8,] 14.31986 8.0488027
[9,] 30.18092 -1.4151614
[10,] 19.34168 16.8468751
[11,] 20.63491 0.8632219
[12,] 34.49198 -2.3854661
[13,] 37.28743 -2.1688173
[14,] 27.93744 -9.6935692
[15,] 25.06744 -6.0312750
[16,] 23.86933 12.9257746
[17,] 30.32732 -9.5479385
[18,] 27.45841 4.8044186
[19,] 19.83353 7.4391072
[20,] 25.22313 -4.0275102
[21,] 12.10592 9.7952099
[22,] 19.25364 10.4504571
[23,] 22.62221 -1.9675348
[24,] 30.80505 -8.0893899
[25,] 17.18856 8.9824890
[26,] 31.70029 -2.5103732
[27,] 26.80716 -4.4395431
[28,] 21.28698 7.0584164
[29,] 22.39579 0.4645435
[30,] 26.84256 -8.7766727
[31,] 20.76963 8.2574219
[32,] 22.35107 0.1773645
[33,] 14.19381 11.4878810
[34,] 23.71080 9.5704806
[35,] 30.88201 1.0885786
[36,] 21.79062 6.1606107
[37,] 29.38237 -2.4443061
[38,] 11.80213 8.9532780
[39,] 23.50008 0.6228702
[40,] 34.26828 -4.4032531
[41,] 17.88059 5.1450151
[42,] 24.48451 12.9765461
[43,] 34.79613 -2.0165809
[44,] 29.27857 -6.5741100
[45,] 14.90550 9.3133168
[46,] 18.18142 2.8235003
[47,] 35.68227 1.4614386
[48,] 30.99404 -0.8329754
[49,] 27.63232 -8.1858842
[50,] 26.62408 4.4837323
[51,] 24.65487 1.2925848
[52,] 22.69335 0.2188524
[53,] 25.41107 -0.9730640
[54,] 19.70276 6.1905111
[55,] 26.38128 -4.3208819
[56,] 27.51592 -2.1523843
[57,] 13.94228 9.6356549
[58,] 27.44062 -3.3397431
[59,] 38.33725 -3.4752007
[60,] 19.17528 1.7289027
[61,] 17.34289 1.5464878
[62,] 37.46677 -0.5741018
[63,] 18.94819 3.4879830
[64,] 32.50590 -6.5100135
[65,] 17.46119 14.6971137
[66,] 20.77804 11.1023816
[67,] 22.23525 -2.6409600
[68,] 18.18156 12.6931696
[69,] 34.52086 2.9024679
[70,] 28.97859 -0.7564741
[71,] 19.75909 14.7189445
[72,] 30.03877 0.6396841
[73,] 33.62499 3.6656055
[74,] 28.53133 1.8541358
[75,] 22.47068 9.7616953
[76,] 30.48569 0.7776023
[77,] 32.94914 -1.8559350
[78,] 26.56970 1.2914729
[79,] 33.93088 -0.6109759
[80,] 18.46778 6.2387851
[81,] 32.37526 4.3037232
[82,] 29.88224 -6.1741185
[83,] 21.29613 7.8994205
[84,] 21.13577 0.2271674
[85,] 16.00766 9.4924676
[86,] 21.09624 8.2097704
[87,] 15.86101 3.9106408
[88,] 31.82020 -8.7771017
[89,] 25.36253 11.3428426
[90,] 25.54107 -6.7195285
[91,] 33.57904 -4.6556367
[92,] 28.93301 8.0822794
[93,] 16.70850 12.4795272
[94,] 34.00339 -7.6410675
[95,] 30.28491 -8.3769394
[96,] 31.63143 -4.0480191
[97,] 23.67836 -1.7739949
[98,] 27.10267 9.4126448
[99,] 20.85532 4.8614858
[100,] 16.16290 7.1622908
two_long_clust() works
Code
two_long_clust(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] 3.9532963 -5.5612581 0.0139380306 3.390966e-02
[2,] -0.9264759 4.6853836 0.0222554683 -4.143774e-02
[3,] -1.8761690 2.5885781 0.0273821183 -3.741529e-02
[4,] 6.8544358 2.2695727 -0.0307347960 4.039443e-02
[5,] 5.1325030 12.4022259 0.0249599343 2.845354e-02
[6,] 4.5375679 1.6809638 0.0402429315 1.434015e-02
[7,] 1.4036217 8.6830838 -0.0462197369 1.508975e-02
[8,] 8.1720491 9.4129084 0.0393223643 -2.946663e-02
[9,] 6.6065971 7.8217498 -0.0239902109 -2.687273e-02
[10,] 17.9377182 10.4398605 0.0487629842 2.450101e-02
[11,] 11.0862648 6.9155396 0.0055707767 3.236095e-02
[12,] 10.9346576 13.6259543 -0.0371936114 -2.834071e-02
[13,] 12.7614544 8.3432526 -0.0436406263 1.017609e-02
[14,] 12.7829400 13.4185407 -0.0390775228 -4.951010e-03
[15,] 12.4711390 11.5139846 -0.0227467791 -9.329137e-03
[16,] 16.1403344 15.4877047 0.0276411119 9.235702e-03
[17,] 15.0650900 18.0318778 -0.0446881498 1.424448e-02
[18,] 18.0228122 20.1616871 -0.0016349768 2.765936e-02
[19,] 19.2238781 21.0366824 0.0240139348 -2.357522e-02
[20,] 21.9404133 24.0568866 -0.0181266045 -9.247106e-04
[21,] 24.0125220 19.8305108 0.0492232343 2.226533e-02
[22,] 18.0089388 17.6059636 0.0329920338 1.087636e-02
[23,] 21.5463198 20.6846337 -0.0064743672 -4.905825e-03
[24,] 19.0170850 28.4204685 -0.0422361016 -2.455052e-02
[25,] 25.0429542 24.2088006 0.0344848166 -1.645280e-03
[26,] 26.1167373 24.8901933 -0.0305266531 -2.338030e-02
[27,] 26.3311444 26.5255063 -0.0231167459 -4.603940e-02
[28,] 27.4070889 30.4407412 0.0194286022 3.328674e-02
[29,] 25.3644757 24.5013061 0.0001718890 4.064574e-02
[30,] 32.7637388 27.9101129 -0.0340480692 -1.298184e-02
[31,] 29.4129097 24.8495570 0.0237194850 -1.381245e-03
[32,] 28.3135833 32.7682518 -0.0004342598 -9.914179e-03
[33,] 33.0878551 31.4358087 0.0482351774 -2.530526e-03
[34,] 35.0036939 36.1823120 0.0196492030 -2.729615e-02
[35,] 34.8126897 32.3198517 -0.0194835741 4.977361e-02
[36,] 33.7261922 41.7839898 0.0159249835 -3.738483e-02
[37,] 35.3496554 40.9231865 -0.0245666893 -1.781895e-02
[38,] 40.0009246 36.6966844 0.0478778662 2.909667e-02
[39,] 39.6401678 40.8582021 -0.0021930194 3.765714e-02
[40,] 36.3699826 42.2503787 -0.0416788434 -1.222253e-02
[41,] 38.1074908 36.6723598 0.0231610519 -2.075209e-02
[42,] 37.2502308 37.8112928 0.0262300945 4.898746e-02
[43,] 47.7185437 40.1929271 -0.0370317762 -3.192730e-02
[44,] 46.8020245 43.2617120 -0.0346316919 2.347345e-02
[45,] 40.1990572 41.2610461 0.0410195358 3.927989e-02
[46,] 47.4218434 36.3570225 0.0166052091 4.121712e-02
[47,] 45.4668159 45.5563893 -0.0305520805 -3.928497e-02
[48,] 50.2956153 44.7494996 -0.0245675498 3.702536e-02
[49,] 48.9897966 46.5917958 -0.0345455090 1.453956e-02
[50,] 51.1175979 54.7087324 -0.0003508595 1.511670e-02
[51,] 57.5562777 46.2056359 -0.0034057023 -2.085086e-02
[52,] 51.7245601 55.2633830 -0.0011862537 2.631276e-02
[53,] 55.2631715 42.2346172 -0.0109603464 3.924439e-02
[54,] 51.1825996 53.1176209 0.0212193804 3.962608e-02
[55,] 57.4481140 51.6392024 -0.0217553976 3.601795e-02
[56,] 54.0648268 51.8461061 -0.0191707506 -2.132409e-02
[57,] 56.5271759 55.6081368 0.0442334460 -4.799574e-02
[58,] 52.6778916 56.3437630 -0.0219509164 -3.955065e-02
[59,] 54.9975620 56.0170240 -0.0495311228 -3.353678e-02
[60,] 58.6705674 60.8144074 0.0113840646 3.749058e-03
[61,] 60.6935358 61.2197965 0.0155089854 2.561923e-02
[62,] 62.6203033 62.6443931 -0.0401021889 -4.328054e-02
[63,] 62.5615878 64.9614578 0.0163494704 -2.657243e-02
[64,] 61.9233390 67.8598461 -0.0425397867 -2.482937e-03
[65,] 60.2239143 62.7546528 0.0480898142 2.067488e-02
[66,] 66.5051007 66.3976404 0.0308108424 -2.909830e-02
[67,] 70.7102312 66.2819877 -0.0071905138 5.261940e-03
[68,] 68.7086295 67.4813781 0.0412790195 1.225310e-03
[69,] 70.4241580 63.4932764 -0.0240459894 -2.573979e-02
[70,] 70.9803185 72.2398746 -0.0193376644 -4.920211e-02
[71,] 68.5093001 61.9426477 0.0423996357 3.828112e-03
[72,] 69.9554795 69.7815296 -0.0184977262 -4.840133e-02
[73,] 74.4878673 76.1642905 -0.0198984539 1.622421e-02
[74,] 73.8720433 71.8971797 -0.0116929745 4.705459e-02
[75,] 77.5104327 73.6190597 0.0232275496 -5.583441e-03
[76,] 71.1921070 75.0542044 -0.0192702085 -1.856189e-02
[77,] 76.8210769 72.9739997 -0.0320126913 -3.931910e-02
[78,] 77.2410156 76.8672158 -0.0081955564 -2.130964e-02
[79,] 81.9526535 76.8142231 -0.0313546496 2.342741e-02
[80,] 80.3940895 78.9470660 0.0244275016 2.933642e-02
[81,] 82.4142716 82.6013239 -0.0151788390 -2.671146e-02
[82,] 76.7711580 84.0401924 -0.0351408962 -2.874434e-03
[83,] 82.2475320 82.1810693 0.0215082376 -4.335716e-02
[84,] 83.9844920 78.5808469 0.0027284850 3.560783e-02
[85,] 84.4268197 78.3900471 0.0387120224 -4.759485e-02
[86,] 82.5426556 81.6898350 0.0227838194 -2.414846e-02
[87,] 84.2801960 83.5998535 0.0251240733 -3.752585e-02
[88,] 85.9413552 82.4099121 -0.0464932609 -4.680808e-02
[89,] 93.8527399 85.5662156 0.0199507820 3.778814e-02
[90,] 93.9734242 87.4712454 -0.0256514851 4.903727e-02
[91,] 87.4628620 89.2616856 -0.0405866878 1.696616e-03
[92,] 88.3226550 94.3294575 0.0028731658 1.757738e-02
[93,] 95.0126541 91.5936274 0.0444275602 -1.058579e-02
[94,] 91.7331553 93.4603250 -0.0491111540 3.779881e-02
[95,] 91.3355200 95.4683324 -0.0416546314 9.174128e-03
[96,] 93.4443100 90.7973729 -0.0341986140 -4.528655e-02
[97,] 95.1585787 96.8359327 -0.0086308938 -2.627506e-02
[98,] 93.5046204 94.4188297 0.0107749348 2.480230e-02
[99,] 96.4011764 97.6934416 0.0150154262 1.863678e-02
[100,] 102.8157596 101.9497914 0.0324984893 4.428247e-02
[101,] 21.1227422 -20.9294867 -0.0357600727 3.309084e-02
[102,] 18.8716424 -22.3686532 -0.0185067930 6.205570e-04
[103,] 13.9059678 -23.0633409 0.0271053146 1.274938e-02
[104,] 24.8212683 -13.5806975 0.0223568213 2.556577e-02
[105,] 20.7779629 -12.8840504 0.0360059179 -2.704463e-03
[106,] 24.1699965 -20.8183735 -0.0107024108 -1.715678e-02
[107,] 23.3778939 -8.8966304 0.0181858625 2.553369e-02
[108,] 24.6640788 -14.1712181 0.0281567011 -1.342221e-02
[109,] 27.6510249 -12.1572738 -0.0038288075 -2.135242e-02
[110,] 30.0442810 -10.1986659 -0.0409427823 -4.435638e-02
[111,] 30.5304061 -11.5319234 0.0325093341 -3.480150e-02
[112,] 32.0369899 -9.8457284 -0.0205325620 7.342764e-03
[113,] 31.9014693 -9.2528761 -0.0355930796 -7.514273e-03
[114,] 35.5289863 -4.7386588 0.0487806467 1.997895e-02
[115,] 32.0281749 -8.9420475 0.0448191922 2.137183e-02
[116,] 40.6639759 -3.4122532 -0.0439755222 -8.705977e-03
[117,] 38.9468167 -2.5208909 0.0361030853 1.731751e-02
[118,] 38.4310301 -6.7686992 -0.0213141399 -4.477979e-02
[119,] 34.0445565 -1.0957223 0.0036367978 4.190433e-02
[120,] 39.3357599 -5.1368689 0.0340218931 2.007988e-02
[121,] 40.4986537 -3.2813741 0.0304943694 -3.115944e-02
[122,] 36.4259868 -0.3820704 -0.0085205035 -2.308626e-02
[123,] 45.0148875 0.7735584 0.0367266138 3.330740e-02
[124,] 42.4376003 5.4292061 0.0264216963 4.415502e-02
[125,] 39.6239518 4.6105650 0.0091447428 -3.834558e-02
[126,] 40.1864880 2.8783288 -0.0059495745 2.309174e-02
[127,] 45.0505191 1.0036258 0.0281619394 -8.338904e-03
[128,] 47.2288892 10.6068802 -0.0017269597 3.812055e-02
[129,] 47.2902470 9.7779811 0.0256983434 3.733654e-05
[130,] 48.4605164 9.9630759 0.0496705881 -4.724280e-02
[131,] 50.2583349 8.1038191 -0.0051352489 -1.894036e-02
[132,] 49.3059955 11.0928427 0.0273578355 7.934875e-03
[133,] 49.1916225 12.4521021 0.0115915452 2.471494e-02
[134,] 53.6833751 18.2916361 -0.0264064001 -9.015889e-03
[135,] 53.4663906 17.5941203 -0.0198529340 -2.119069e-03
[136,] 57.0863156 10.3540628 0.0002438598 2.862516e-02
[137,] 58.1132490 17.4339721 0.0053096824 -4.937218e-02
[138,] 52.3871104 18.5648457 0.0362229523 1.189991e-03
[139,] 58.3352683 13.7312096 0.0193852589 -1.052345e-02
[140,] 64.4622573 17.3251035 -0.0093251564 1.419472e-02
[141,] 57.8803094 21.5051598 0.0248719533 -3.895420e-02
[142,] 65.8745204 16.8013214 -0.0473052719 1.607776e-02
[143,] 61.0724348 26.7770151 -0.0238977435 3.519951e-02
[144,] 65.9461483 21.2733067 0.0264777167 -4.306235e-02
[145,] 63.1839135 19.9917226 0.0189059034 -2.677924e-02
[146,] 70.3441853 20.3578872 0.0349754151 3.370115e-02
[147,] 67.5987940 21.7423731 -0.0457185472 -7.628256e-03
[148,] 68.7169472 22.5802521 -0.0108053458 1.474725e-03
[149,] 68.3890842 30.0340101 0.0427678243 2.119039e-02
[150,] 64.4069261 28.8127041 -0.0155390420 1.268381e-02
[151,] 69.2556673 27.5522929 0.0102627469 1.346007e-02
[152,] 68.1644160 28.4227011 0.0254389687 -1.548746e-02
[153,] 74.5999382 28.5498483 0.0178099468 -2.307818e-02
[154,] 74.4361362 35.7519571 0.0105336501 4.217972e-02
[155,] 73.0217485 36.1930467 0.0296980240 4.829483e-02
[156,] 75.7294938 38.7832051 0.0131823413 2.072083e-02
[157,] 80.1776912 33.1851105 0.0221103435 3.700059e-02
[158,] 75.5286207 41.4805520 0.0194955980 -2.682958e-02
[159,] 77.4031617 36.2360345 -0.0343102385 5.010260e-03
[160,] 76.6045570 34.0746628 0.0354791025 2.138814e-02
[161,] 77.6952372 40.6098573 0.0455530925 3.384213e-02
[162,] 80.6092074 42.8927501 -0.0444633594 -2.381642e-02
[163,] 80.4028964 36.6397824 0.0278191108 -3.741723e-02
[164,] 83.2151198 43.3212244 0.0100205618 -2.485847e-02
[165,] 85.2690275 39.4447551 -0.0207915091 -1.459736e-03
[166,] 83.3985470 47.3851627 -0.0194021311 -4.685443e-03
[167,] 84.6695505 41.9320165 0.0420285729 -4.021027e-02
[168,] 89.6664172 50.9058909 -0.0143736571 4.312391e-02
[169,] 90.1179658 46.5005071 -0.0471166582 1.495112e-02
[170,] 86.2813128 48.4780254 -0.0011105877 -1.122955e-02
[171,] 88.9000801 46.9081269 -0.0323901738 4.721409e-02
[172,] 85.3368879 49.8631133 -0.0133922930 -4.704446e-02
[173,] 95.3255159 54.6501819 -0.0464529631 6.842718e-03
[174,] 93.5931793 53.9892781 -0.0119273066 1.286648e-02
[175,] 91.0941384 50.6583837 -0.0211618534 -3.359787e-02
[176,] 95.1106552 51.5108012 -0.0163164396 -4.484048e-02
[177,] 92.8647678 55.1894893 -0.0154660322 -4.241089e-02
[178,] 99.1790424 56.6677338 0.0006941579 -3.371412e-02
[179,] 94.7654403 57.4982298 -0.0265995397 -1.659019e-02
[180,] 92.2722114 66.8506194 0.0164671519 -2.000044e-02
[181,] 100.3691726 59.2530520 -0.0433949099 1.690339e-02
[182,] 100.3385727 64.8488876 0.0214593931 -9.961860e-03
[183,] 103.5902814 61.5705600 -0.0059777297 -2.888342e-02
[184,] 100.4446074 63.6111478 0.0331852962 -2.930204e-02
[185,] 108.4053038 64.3596720 0.0124993692 -4.338725e-02
[186,] 104.4963642 61.7101257 -0.0065300648 1.025363e-03
[187,] 103.4919137 64.1717214 0.0411417381 6.947431e-03
[188,] 107.8754590 70.2337765 0.0247844953 -3.107307e-02
[189,] 111.1043592 68.4373486 -0.0435268620 -2.983059e-02
[190,] 109.8438730 68.2281448 0.0458923144 -3.587464e-03
[191,] 109.8705405 70.8790928 -0.0046170085 3.662836e-02
[192,] 111.7190571 71.6265022 -0.0450764619 -2.557130e-02
[193,] 115.3952068 67.7999658 -0.0059401513 -4.820601e-02
[194,] 111.9375191 72.5752580 0.0081883668 -4.970583e-02
[195,] 112.9301514 72.8701575 0.0304601316 1.212139e-02
[196,] 113.9749847 74.8307040 0.0020829631 3.294325e-02
[197,] 115.0910873 77.8821985 0.0304781620 1.258265e-02
[198,] 116.7131579 78.4439615 -0.0425765788 -1.569915e-04
[199,] 118.2743235 81.0791120 0.0114159942 -1.541384e-02
[200,] 116.8948203 81.9741286 0.0233740703 3.356151e-02
Code
two_long_clust(n = 200, num_noise = 0)
Output
[,1] [,2]
[1,] 4.614113 -0.8152468
[2,] 1.016956 4.0900510
[3,] 6.756617 -1.5781608
[4,] 5.598659 9.3027720
[5,] 5.768224 7.0805598
[6,] 9.765680 6.4702984
[7,] 8.776972 10.4375477
[8,] 6.497193 8.8509213
[9,] 3.905623 9.7130982
[10,] 6.924691 9.5317722
[11,] 6.374684 8.3557828
[12,] 8.895131 9.5943937
[13,] 13.023348 10.0190425
[14,] 16.591808 18.0959078
[15,] 19.440541 10.0744655
[16,] 17.244169 12.9219306
[17,] 14.927042 10.9119527
[18,] 18.692661 15.8135569
[19,] 21.889035 18.1105362
[20,] 24.228532 20.1288655
[21,] 18.713677 18.9621181
[22,] 24.773081 25.3276732
[23,] 25.231612 16.0541874
[24,] 25.568945 27.3417337
[25,] 20.986264 25.8425796
[26,] 23.928215 24.3853733
[27,] 26.030771 27.2121438
[28,] 33.293475 24.4789509
[29,] 29.440147 22.2181282
[30,] 29.069182 24.9211989
[31,] 30.912809 31.7230192
[32,] 33.631077 33.8051979
[33,] 31.859749 28.9755236
[34,] 31.724063 34.5999964
[35,] 32.560369 36.1351962
[36,] 32.788283 33.8355467
[37,] 33.109826 37.6670981
[38,] 37.599913 35.9003759
[39,] 34.772085 32.8017051
[40,] 40.620687 38.1253516
[41,] 42.261407 39.8181804
[42,] 37.538238 38.7574710
[43,] 40.993413 39.3737393
[44,] 45.331187 44.6247746
[45,] 40.829423 50.0368123
[46,] 46.956960 47.5772235
[47,] 47.026462 49.7126211
[48,] 44.077113 48.7198864
[49,] 46.618638 51.3352077
[50,] 50.957194 50.2626347
[51,] 53.923429 53.8154321
[52,] 49.481930 51.8828641
[53,] 56.442572 53.9149374
[54,] 57.170908 52.6711300
[55,] 50.927177 56.0223693
[56,] 57.106188 55.8309621
[57,] 55.053470 48.7927847
[58,] 56.114913 55.6449743
[59,] 58.486958 62.3616481
[60,] 58.731365 60.9322574
[61,] 57.151756 54.7984721
[62,] 57.156733 58.5380424
[63,] 59.372274 57.9936693
[64,] 58.712189 59.9063332
[65,] 63.796794 67.2484700
[66,] 68.136890 68.1308344
[67,] 68.202040 65.9417723
[68,] 68.424932 64.7671084
[69,] 65.725770 65.6297107
[70,] 69.066821 63.7148032
[71,] 67.378298 70.9586056
[72,] 65.549467 72.3147085
[73,] 73.812601 74.8311678
[74,] 70.282392 73.7443449
[75,] 75.180990 73.0580465
[76,] 76.896524 72.3127351
[77,] 79.779590 77.9812486
[78,] 72.169962 74.0027697
[79,] 77.958135 82.4263301
[80,] 78.875165 79.3055052
[81,] 77.251499 82.3445088
[82,] 82.970496 79.4785608
[83,] 77.596368 88.7636703
[84,] 86.689655 82.1712277
[85,] 88.362058 82.6768020
[86,] 83.448603 84.0977428
[87,] 89.203106 84.7158721
[88,] 85.744226 86.6821797
[89,] 85.634321 90.5138350
[90,] 87.176655 89.2462167
[91,] 91.475808 91.2416082
[92,] 89.431131 91.3413480
[93,] 89.103570 92.1423806
[94,] 90.870253 94.4314269
[95,] 92.101277 92.3499678
[96,] 95.561784 96.9974882
[97,] 97.744257 97.0749954
[98,] 101.368471 94.4913879
[99,] 94.385575 103.5475753
[100,] 100.016136 96.5795823
[101,] 23.240017 -26.3836808
[102,] 20.941358 -20.9043471
[103,] 21.972963 -20.5134288
[104,] 23.573899 -8.1212254
[105,] 29.726070 -17.8367927
[106,] 23.035754 -17.0876132
[107,] 24.384979 -19.0014947
[108,] 31.712734 -13.5758047
[109,] 23.201065 -14.6787018
[110,] 30.144495 -15.1120944
[111,] 30.638087 -15.2199331
[112,] 26.283771 -12.0530238
[113,] 35.211692 -9.4291734
[114,] 34.501557 -9.6143908
[115,] 28.712698 -10.3788785
[116,] 36.611883 0.5057805
[117,] 36.356292 -2.1395317
[118,] 39.702456 -5.2435557
[119,] 37.486873 0.2480274
[120,] 37.538307 4.9717005
[121,] 37.810960 2.0109566
[122,] 37.008419 5.7386977
[123,] 42.982139 4.4294679
[124,] 46.351509 -2.7504175
[125,] 44.869833 5.2549913
[126,] 43.213962 4.0285798
[127,] 47.075541 9.7906894
[128,] 45.440809 9.0472163
[129,] 48.329771 5.9989400
[130,] 53.820579 3.8966199
[131,] 51.107995 13.8055904
[132,] 45.773333 12.6827464
[133,] 50.386505 14.2470298
[134,] 55.663945 10.4433036
[135,] 54.514838 9.8390589
[136,] 59.350255 13.7033786
[137,] 57.766536 16.8156107
[138,] 56.490672 20.4814117
[139,] 60.009669 17.2973528
[140,] 64.559660 15.7440798
[141,] 58.162442 16.7868152
[142,] 57.365145 27.9903681
[143,] 69.594629 21.5044706
[144,] 60.839307 25.9980982
[145,] 66.255593 25.2363406
[146,] 63.540998 22.6745583
[147,] 64.193181 25.5146921
[148,] 70.184694 21.6211095
[149,] 65.251194 30.2702368
[150,] 70.177901 34.7728084
[151,] 68.206304 28.0256655
[152,] 69.668806 30.2796076
[153,] 74.650200 32.0705164
[154,] 73.406696 37.8224403
[155,] 73.136488 32.9300653
[156,] 75.496202 34.0355143
[157,] 75.465707 42.1174197
[158,] 69.759028 34.4465253
[159,] 77.393121 40.1959801
[160,] 71.393413 41.0209042
[161,] 83.598565 46.3598623
[162,] 76.223027 42.6867087
[163,] 88.338336 45.6839345
[164,] 88.822822 40.5653161
[165,] 83.027045 41.5952528
[166,] 80.869828 48.1218404
[167,] 86.838531 46.8064201
[168,] 88.135860 47.4105429
[169,] 87.551376 49.7965771
[170,] 90.961551 52.4484643
[171,] 87.341994 45.6410312
[172,] 91.686661 50.2160369
[173,] 92.402539 48.7258139
[174,] 97.507934 52.8753448
[175,] 92.997458 51.0520032
[176,] 95.984980 50.3924350
[177,] 94.899024 54.8087627
[178,] 95.034702 63.1706573
[179,] 97.672327 55.6749005
[180,] 94.711526 61.6518296
[181,] 100.048857 57.2460618
[182,] 101.604570 58.5531922
[183,] 102.321060 64.1947026
[184,] 102.952729 64.0576217
[185,] 99.638831 58.9833759
[186,] 106.013999 61.4030831
[187,] 102.455856 65.2641944
[188,] 106.840142 64.3335957
[189,] 109.695202 69.8556148
[190,] 109.334358 65.4069152
[191,] 111.408711 72.2345590
[192,] 108.916147 67.3033251
[193,] 111.261394 75.4530026
[194,] 113.833657 74.6310919
[195,] 117.620417 71.3778346
[196,] 118.881520 71.6319629
[197,] 111.901330 73.6635093
[198,] 113.579257 78.4381926
[199,] 122.466324 79.8354817
[200,] 121.393251 77.1876735
three_diff_linear() works
Code
three_diff_linear(n = 150, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -248.023352 -16.221861136 -1.458899e-02 0.0014711676
[2,] -249.963238 -18.637719943 2.865623e-02 0.0134290331
[3,] -249.938084 -16.368414248 2.609781e-02 -0.0352006401
[4,] -245.072782 -17.908700225 4.110739e-02 0.0238126035
[5,] -245.433748 -14.275942978 4.965122e-02 0.0266187110
[6,] -245.231216 -15.467586592 3.251858e-02 -0.0355576233
[7,] -246.298189 -13.736412058 -2.281042e-02 -0.0359524742
[8,] -242.413975 -15.161054223 -4.688578e-02 0.0136410232
[9,] -242.696701 -13.501219014 3.585914e-02 -0.0487538564
[10,] -236.531141 -11.164716299 -4.046627e-02 -0.0249387145
[11,] -239.456868 -9.653232076 1.089824e-02 0.0048969224
[12,] -239.032671 -8.189848348 3.413554e-02 0.0397005668
[13,] -237.619273 -7.719206122 3.089505e-02 -0.0087249674
[14,] -237.108530 -7.538330488 -4.024651e-02 -0.0159715919
[15,] -236.764430 -7.888042859 2.819042e-02 0.0201976551
[16,] -234.429833 -4.247449651 3.771454e-02 -0.0091390481
[17,] -234.467455 -1.644884412 4.630252e-03 -0.0302836767
[18,] -232.488594 -2.145685244 4.492376e-02 -0.0178858006
[19,] -231.388061 -0.787920983 -1.361151e-02 0.0429006891
[20,] -229.529793 -0.009840748 2.761497e-02 0.0220245390
[21,] -227.993739 -0.745349959 -7.016805e-03 -0.0066660612
[22,] -230.495531 0.477739744 -7.230506e-03 -0.0439810360
[23,] -228.226840 3.243933657 -1.352021e-02 -0.0298430641
[24,] -228.991457 3.436021669 4.457019e-02 -0.0046680911
[25,] -225.478523 5.755216329 1.310034e-03 0.0114787750
[26,] -224.441631 3.096053478 9.513795e-03 0.0293110539
[27,] -223.834428 6.410538450 -3.003845e-02 0.0349615660
[28,] -222.796456 7.120507820 -6.382821e-03 -0.0005097572
[29,] -223.317762 9.976326760 2.444980e-02 0.0110756404
[30,] -219.118131 9.697044768 2.677100e-02 -0.0344400412
[31,] -220.293545 11.207135784 -4.704865e-02 -0.0017210276
[32,] -220.343208 8.885578981 2.961780e-02 -0.0051060724
[33,] -217.456072 12.123766005 -3.370171e-02 0.0094713032
[34,] -215.998153 13.492246016 -1.654683e-02 -0.0228458265
[35,] -215.593655 14.213409864 -1.833225e-02 0.0371127199
[36,] -215.636904 13.771327816 3.866709e-03 -0.0443158027
[37,] -214.325172 15.140097976 4.063287e-02 -0.0138390628
[38,] -211.499538 16.470677603 -3.401228e-02 0.0399023135
[39,] -211.179916 20.926369950 -4.455656e-03 -0.0139310422
[40,] -212.315009 21.486712087 -2.337754e-02 0.0046689456
[41,] -210.946255 18.731431006 -6.600727e-03 -0.0133701040
[42,] -210.874885 19.661327506 -7.430371e-03 0.0308092037
[43,] -205.140728 23.506327073 4.363294e-02 -0.0119043977
[44,] -205.098988 22.366577656 -4.190935e-02 -0.0217623521
[45,] -207.900471 22.667760005 -3.425425e-02 -0.0038086441
[46,] -203.789078 24.222154987 3.860183e-02 0.0202253440
[47,] -204.266592 25.579289340 7.435258e-03 0.0036428971
[48,] -201.352192 25.252310189 -4.040416e-02 -0.0055612393
[49,] -201.505102 27.200588183 4.276738e-02 -0.0258575147
[50,] -199.941201 30.907879790 -2.994692e-02 0.0158062011
[51,] 7.219371 -11.897182053 4.456985e-02 -0.0121654471
[52,] 12.842692 -6.868308494 1.082111e-02 0.0243803850
[53,] 12.294289 -12.882691418 1.241861e-02 -0.0369256699
[54,] 12.634786 -6.941189575 1.631652e-02 0.0122989997
[55,] 18.201113 -7.180398779 -3.040836e-03 -0.0454273297
[56,] 13.340482 -6.576946972 4.027878e-02 -0.0106775143
[57,] 17.341542 -4.195931610 9.351035e-03 0.0372808408
[58,] 18.206454 -3.328118497 1.717753e-02 0.0463457931
[59,] 17.910875 -2.991488024 7.135615e-03 0.0350516201
[60,] 19.719930 -0.092796305 3.335375e-02 -0.0488583200
[61,] 18.457770 0.609898230 -3.431115e-03 -0.0473777195
[62,] 22.312977 1.822196552 -1.866506e-02 0.0104406092
[63,] 20.171626 3.480728894 2.138503e-02 0.0455540076
[64,] 23.209270 5.429923039 -4.667769e-02 0.0146565949
[65,] 22.756992 3.377326422 3.253958e-02 -0.0151881842
[66,] 25.243852 5.698820205 -2.804652e-02 -0.0097940761
[67,] 27.015939 6.140993837 -9.009592e-03 -0.0020904814
[68,] 28.580844 7.240689032 2.988130e-02 -0.0167296790
[69,] 29.518341 5.746638213 7.058739e-03 0.0105308289
[70,] 31.528443 10.619937289 -1.708714e-02 -0.0256906810
[71,] 29.915255 5.971323874 -2.566097e-02 -0.0195198813
[72,] 29.302982 10.390764811 -3.205063e-02 -0.0297583484
[73,] 31.342317 14.082145237 -2.594132e-02 -0.0110993539
[74,] 35.710234 12.448589837 3.803132e-02 0.0149155190
[75,] 34.104400 13.809529828 4.379304e-02 -0.0161889479
[76,] 34.945097 15.027102200 -1.434154e-02 -0.0473662638
[77,] 36.262753 14.486999849 -4.449161e-03 0.0274509448
[78,] 38.720371 16.933607884 -7.503827e-03 0.0041588190
[79,] 36.250653 17.407111551 -4.656778e-02 -0.0336625336
[80,] 38.455056 18.973532982 -2.710841e-02 0.0356275376
[81,] 37.424779 21.300661967 2.600811e-02 0.0201683607
[82,] 41.884126 22.520096215 -3.284313e-02 0.0039741894
[83,] 41.717904 22.090534656 -4.479017e-02 0.0189006558
[84,] 44.591156 20.790423461 -3.177405e-02 0.0339453720
[85,] 43.159926 21.195023563 1.214109e-02 -0.0395484263
[86,] 48.391995 23.344917509 -2.545728e-03 0.0351578433
[87,] 48.461593 24.799926771 -3.369623e-02 0.0118455134
[88,] 46.848342 24.704956069 -3.942831e-02 -0.0028928479
[89,] 49.429101 26.783107804 1.072001e-02 -0.0416045885
[90,] 50.625189 28.235622691 -4.184796e-02 0.0133551081
[91,] 48.336180 29.630842809 -4.625760e-02 -0.0362976748
[92,] 49.405646 32.664728770 -2.384936e-02 -0.0314172552
[93,] 51.096464 31.796813711 -2.029594e-02 -0.0177489534
[94,] 53.130856 33.230162487 -3.089043e-05 0.0081208988
[95,] 52.630523 34.734166217 -2.164460e-02 -0.0158661866
[96,] 50.678511 32.898686452 7.280862e-03 -0.0091859393
[97,] 55.778195 36.417966337 -5.159603e-03 0.0290953855
[98,] 55.874750 35.709414849 4.571919e-02 -0.0205360916
[99,] 57.295898 37.846720824 4.371184e-02 0.0080636337
[100,] 61.854366 40.474895706 -8.465952e-03 -0.0155338238
[101,] -3.778139 1.976648134 9.797570e-03 -0.0260286279
[102,] -1.362280 0.036762035 -2.422641e-02 0.0446097311
[103,] -3.631586 0.061915504 3.277202e-02 -0.0452089297
[104,] -2.091300 4.927217881 -9.997107e-03 -0.0023271855
[105,] -5.724057 4.566251513 -3.069320e-02 0.0385375064
[106,] -4.532413 4.768783959 1.476614e-02 0.0073803334
[107,] -6.263588 3.701810871 -1.839283e-02 0.0223295768
[108,] -4.838946 7.586024540 2.645821e-02 0.0060656726
[109,] -6.498781 7.303298547 1.278195e-02 0.0125904391
[110,] -8.835284 13.468859091 -4.227686e-02 -0.0433271786
[111,] -10.346768 10.543132380 -9.606105e-03 -0.0236326260
[112,] -11.810152 10.967328814 -2.830282e-02 0.0215880999
[113,] -12.280794 12.380727222 -4.181241e-02 0.0012344324
[114,] -12.461670 12.891469997 1.311135e-02 -0.0378674791
[115,] -12.111957 13.235569506 1.880957e-02 0.0059894086
[116,] -15.752550 15.570167189 1.712295e-02 -0.0469727421
[117,] -18.355116 15.532544993 7.884755e-03 0.0461123795
[118,] -17.854315 17.511406106 4.200629e-02 -0.0005639224
[119,] -19.212079 18.611939059 2.877043e-02 0.0384549295
[120,] -19.990159 20.470206633 3.228527e-02 0.0081629527
[121,] -19.254650 22.006260992 2.788319e-02 -0.0439266545
[122,] -20.477740 19.504469394 -1.741983e-02 -0.0270945408
[123,] -23.243934 21.773159884 5.182130e-03 0.0183671580
[124,] -23.436022 21.008542503 -2.974713e-02 -0.0063818733
[125,] -25.755216 24.521477090 2.027644e-02 0.0199030881
[126,] -23.096053 25.558368659 6.945097e-03 -0.0273078126
[127,] -26.410538 26.165572222 -2.858230e-03 -0.0422621792
[128,] -27.120508 27.203544429 4.814338e-02 -0.0466499872
[129,] -29.976327 26.682237840 -1.638557e-02 -0.0211679828
[130,] -29.697045 30.881869398 -4.239687e-02 0.0430941616
[131,] -31.207136 29.706454854 2.032662e-02 0.0192067729
[132,] -28.885579 29.656791659 4.524067e-03 0.0224289806
[133,] -32.123766 32.543927561 1.712918e-02 -0.0419177369
[134,] -33.492246 34.001846937 4.000003e-02 -0.0036740666
[135,] -34.213410 34.406344869 -3.129462e-02 0.0444345651
[136,] -33.771328 34.363096087 -1.696542e-02 0.0186018101
[137,] -35.140098 35.674827719 -2.599024e-02 -0.0217545194
[138,] -36.470678 38.500462292 2.685868e-02 0.0218025423
[139,] -40.926370 38.820083882 3.175927e-02 -0.0409240471
[140,] -41.486712 37.684991285 -2.017552e-02 0.0115609377
[141,] -38.731431 39.053745377 1.430562e-02 -0.0439113088
[142,] -39.661328 39.125115404 -4.388218e-02 -0.0342168524
[143,] -43.506327 44.859271869 4.704672e-02 -0.0422080951
[144,] -42.366578 44.901012239 -4.432870e-03 0.0402214550
[145,] -42.667760 42.099528579 -3.661782e-02 -0.0429658090
[146,] -44.222155 46.210921702 8.528756e-03 0.0452402598
[147,] -45.579289 45.733407953 -7.837044e-03 0.0251115222
[148,] -45.252310 48.647807633 -3.644674e-02 0.0290669307
[149,] -47.200588 48.494898288 3.336327e-02 -0.0024890576
[150,] -50.907880 50.058798967 -1.907975e-02 -0.0189063230
Code
three_diff_linear(n = 150, num_noise = 0)
Output
[,1] [,2]
[1,] -252.5657849 -20.5320614
[2,] -248.6617123 -19.4652512
[3,] -248.8180835 -17.8455500
[4,] -244.9261407 -17.0387216
[5,] -248.5488400 -16.8842125
[6,] -245.6757998 -16.4447000
[7,] -246.2172929 -13.8185681
[8,] -243.7594796 -14.8419465
[9,] -242.7476386 -13.0544750
[10,] -239.2053016 -12.5382161
[11,] -239.8359640 -10.5342390
[12,] -240.8582913 -6.8761851
[13,] -238.1658515 -5.7965574
[14,] -235.8597113 -6.5390136
[15,] -234.0861793 -4.5466156
[16,] -236.1166298 -2.8111168
[17,] -236.6552626 -4.7288042
[18,] -234.1804805 -2.6551139
[19,] -232.0317542 -2.0246647
[20,] -231.5182402 -1.7815163
[21,] -231.0701682 -0.7595423
[22,] -230.9368052 1.8840354
[23,] -227.4393999 0.7457166
[24,] -228.2348071 2.6774022
[25,] -223.5126283 4.5294164
[26,] -223.2491441 6.7652214
[27,] -221.9195605 7.2165439
[28,] -221.7574660 6.8290399
[29,] -223.9639297 9.2507426
[30,] -221.3672766 10.6291295
[31,] -222.0564439 10.7169811
[32,] -218.5400055 14.7564452
[33,] -216.0378494 9.4154472
[34,] -219.5306994 13.8757209
[35,] -216.6191515 14.6751750
[36,] -213.5300323 15.0988963
[37,] -208.6475908 18.7296697
[38,] -214.4073366 18.4344208
[39,] -209.9064604 18.8938941
[40,] -212.2146318 19.5346713
[41,] -208.9778549 20.2653705
[42,] -207.5424045 21.5292478
[43,] -209.2907555 20.4559283
[44,] -208.7565794 22.4738731
[45,] -206.0000543 25.3080378
[46,] -204.3040842 24.9350709
[47,] -203.8439734 24.1213320
[48,] -200.2256666 25.2146984
[49,] -201.0409737 29.3031984
[50,] -201.9446613 28.8611643
[51,] 11.8328104 -9.0048834
[52,] 10.5617076 -9.3427681
[53,] 11.9192761 -8.5334582
[54,] 14.7240536 -5.9325650
[55,] 14.9892105 -7.5771742
[56,] 13.6114005 -5.7486937
[57,] 14.0317335 -6.6207035
[58,] 17.0583455 -4.0383477
[59,] 15.9488709 -3.4395413
[60,] 21.9623582 -1.4627269
[61,] 22.9305908 0.2435222
[62,] 23.8626640 1.8433749
[63,] 22.1590323 3.9591231
[64,] 25.2521125 2.4181530
[65,] 23.4828367 4.9053118
[66,] 27.4690569 5.0042078
[67,] 25.4398053 2.5722578
[68,] 28.6643571 6.4087888
[69,] 28.2377886 8.8200618
[70,] 30.6989834 11.2124940
[71,] 31.1136439 10.0367441
[72,] 32.4510907 11.3549471
[73,] 30.6522659 14.7722113
[74,] 30.2749977 12.6690589
[75,] 33.3564607 13.7438246
[76,] 33.5180875 15.1437216
[77,] 35.0743552 15.9187417
[78,] 38.9481502 17.9072054
[79,] 37.3100122 18.3290308
[80,] 38.8421593 21.4190029
[81,] 41.4068166 18.3443308
[82,] 40.1131696 20.9868813
[83,] 42.9866447 21.6479372
[84,] 44.0136178 21.9643424
[85,] 48.9034995 23.8909804
[86,] 46.0443839 24.6666796
[87,] 46.0292718 24.1686612
[88,] 47.4849625 25.0329178
[89,] 50.1299179 27.3610390
[90,] 50.1358954 30.1452160
[91,] 49.0383787 28.7765289
[92,] 49.6725607 30.3119407
[93,] 51.3737341 32.0399945
[94,] 49.0495160 33.2284481
[95,] 54.2574380 34.2411133
[96,] 55.3854457 34.5756796
[97,] 55.3890754 34.9681718
[98,] 57.5467095 36.6852567
[99,] 59.3863074 38.7399830
[100,] 58.0173512 40.8713331
[101,] 0.5320614 -2.5657849
[102,] -0.5347488 1.3382877
[103,] -2.1544500 1.1819165
[104,] -2.9612784 5.0738593
[105,] -3.1157875 1.4511600
[106,] -3.5553000 4.3242002
[107,] -6.1814319 3.7827071
[108,] -5.1580535 6.2405204
[109,] -6.9455250 7.2523614
[110,] -7.4617839 10.7946984
[111,] -9.4657610 10.1640360
[112,] -13.1238149 9.1417087
[113,] -14.2034426 11.8341485
[114,] -13.4609864 14.1402887
[115,] -15.4533844 15.9138207
[116,] -17.1888832 13.8833702
[117,] -15.2711958 13.3447374
[118,] -17.3448861 15.8195195
[119,] -17.9753353 17.9682458
[120,] -18.2184837 18.4817598
[121,] -19.2404577 18.9298318
[122,] -21.8840354 19.0631948
[123,] -20.7457166 22.5606001
[124,] -22.6774022 21.7651929
[125,] -24.5294164 26.4873717
[126,] -26.7652214 26.7508559
[127,] -27.2165439 28.0804395
[128,] -26.8290399 28.2425340
[129,] -29.2507426 26.0360703
[130,] -30.6291295 28.6327234
[131,] -30.7169811 27.9435561
[132,] -34.7564452 31.4599945
[133,] -29.4154472 33.9621506
[134,] -33.8757209 30.4693006
[135,] -34.6751750 33.3808485
[136,] -35.0988963 36.4699677
[137,] -38.7296697 41.3524092
[138,] -38.4344208 35.5926634
[139,] -38.8938941 40.0935396
[140,] -39.5346713 37.7853682
[141,] -40.2653705 41.0221451
[142,] -41.5292478 42.4575955
[143,] -40.4559283 40.7092445
[144,] -42.4738731 41.2434206
[145,] -45.3080378 43.9999457
[146,] -44.9350709 45.6959158
[147,] -44.1213320 46.1560266
[148,] -45.2146984 49.7743334
[149,] -49.3031984 48.9590263
[150,] -48.8611643 48.0553387
four_long_clust() works
Code
four_long_clust(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -148.023352 -16.221861136 -1.458899e-02 -0.0121654471
[2,] -149.963238 -18.637719943 2.865623e-02 0.0243803850
[3,] -149.938084 -16.368414248 2.609781e-02 -0.0369256699
[4,] -145.072782 -17.908700225 4.110739e-02 0.0122989997
[5,] -145.433748 -14.275942978 4.965122e-02 -0.0454273297
[6,] -145.231216 -15.467586592 3.251858e-02 -0.0106775143
[7,] -146.298189 -13.736412058 -2.281042e-02 0.0372808408
[8,] -142.413975 -15.161054223 -4.688578e-02 0.0463457931
[9,] -142.696701 -13.501219014 3.585914e-02 0.0350516201
[10,] -136.531141 -11.164716299 -4.046627e-02 -0.0488583200
[11,] -139.456868 -9.653232076 1.089824e-02 -0.0473777195
[12,] -139.032671 -8.189848348 3.413554e-02 0.0104406092
[13,] -137.619273 -7.719206122 3.089505e-02 0.0455540076
[14,] -137.108530 -7.538330488 -4.024651e-02 0.0146565949
[15,] -136.764430 -7.888042859 2.819042e-02 -0.0151881842
[16,] -134.429833 -4.247449651 3.771454e-02 -0.0097940761
[17,] -134.467455 -1.644884412 4.630252e-03 -0.0020904814
[18,] -132.488594 -2.145685244 4.492376e-02 -0.0167296790
[19,] -131.388061 -0.787920983 -1.361151e-02 0.0105308289
[20,] -129.529793 -0.009840748 2.761497e-02 -0.0256906810
[21,] -127.993739 -0.745349959 -7.016805e-03 -0.0195198813
[22,] -130.495531 0.477739744 -7.230506e-03 -0.0297583484
[23,] -128.226840 3.243933657 -1.352021e-02 -0.0110993539
[24,] -128.991457 3.436021669 4.457019e-02 0.0149155190
[25,] -125.478523 5.755216329 1.310034e-03 -0.0161889479
[26,] -124.441631 3.096053478 9.513795e-03 -0.0473662638
[27,] -123.834428 6.410538450 -3.003845e-02 0.0274509448
[28,] -122.796456 7.120507820 -6.382821e-03 0.0041588190
[29,] -123.317762 9.976326760 2.444980e-02 -0.0336625336
[30,] -119.118131 9.697044768 2.677100e-02 0.0356275376
[31,] -120.293545 11.207135784 -4.704865e-02 0.0201683607
[32,] -120.343208 8.885578981 2.961780e-02 0.0039741894
[33,] -117.456072 12.123766005 -3.370171e-02 0.0189006558
[34,] -115.998153 13.492246016 -1.654683e-02 0.0339453720
[35,] -115.593655 14.213409864 -1.833225e-02 -0.0395484263
[36,] -115.636904 13.771327816 3.866709e-03 0.0351578433
[37,] -114.325172 15.140097976 4.063287e-02 0.0118455134
[38,] -111.499538 16.470677603 -3.401228e-02 -0.0028928479
[39,] -111.179916 20.926369950 -4.455656e-03 -0.0416045885
[40,] -112.315009 21.486712087 -2.337754e-02 0.0133551081
[41,] -110.946255 18.731431006 -6.600727e-03 -0.0362976748
[42,] -110.874885 19.661327506 -7.430371e-03 -0.0314172552
[43,] -105.140728 23.506327073 4.363294e-02 -0.0177489534
[44,] -105.098988 22.366577656 -4.190935e-02 0.0081208988
[45,] -107.900471 22.667760005 -3.425425e-02 -0.0158661866
[46,] -103.789078 24.222154987 3.860183e-02 -0.0091859393
[47,] -104.266592 25.579289340 7.435258e-03 0.0290953855
[48,] -101.352192 25.252310189 -4.040416e-02 -0.0205360916
[49,] -101.505102 27.200588183 4.276738e-02 0.0080636337
[50,] -99.941201 30.907879790 -2.994692e-02 -0.0155338238
[51,] 7.219371 -11.897182053 4.456985e-02 -0.0260286279
[52,] 12.842692 -6.868308494 1.082111e-02 0.0446097311
[53,] 12.294289 -12.882691418 1.241861e-02 -0.0452089297
[54,] 12.634786 -6.941189575 1.631652e-02 -0.0023271855
[55,] 18.201113 -7.180398779 -3.040836e-03 0.0385375064
[56,] 13.340482 -6.576946972 4.027878e-02 0.0073803334
[57,] 17.341542 -4.195931610 9.351035e-03 0.0223295768
[58,] 18.206454 -3.328118497 1.717753e-02 0.0060656726
[59,] 17.910875 -2.991488024 7.135615e-03 0.0125904391
[60,] 19.719930 -0.092796305 3.335375e-02 -0.0433271786
[61,] 18.457770 0.609898230 -3.431115e-03 -0.0236326260
[62,] 22.312977 1.822196552 -1.866506e-02 0.0215880999
[63,] 20.171626 3.480728894 2.138503e-02 0.0012344324
[64,] 23.209270 5.429923039 -4.667769e-02 -0.0378674791
[65,] 22.756992 3.377326422 3.253958e-02 0.0059894086
[66,] 25.243852 5.698820205 -2.804652e-02 -0.0469727421
[67,] 27.015939 6.140993837 -9.009592e-03 0.0461123795
[68,] 28.580844 7.240689032 2.988130e-02 -0.0005639224
[69,] 29.518341 5.746638213 7.058739e-03 0.0384549295
[70,] 31.528443 10.619937289 -1.708714e-02 0.0081629527
[71,] 29.915255 5.971323874 -2.566097e-02 -0.0439266545
[72,] 29.302982 10.390764811 -3.205063e-02 -0.0270945408
[73,] 31.342317 14.082145237 -2.594132e-02 0.0183671580
[74,] 35.710234 12.448589837 3.803132e-02 -0.0063818733
[75,] 34.104400 13.809529828 4.379304e-02 0.0199030881
[76,] 34.945097 15.027102200 -1.434154e-02 -0.0273078126
[77,] 36.262753 14.486999849 -4.449161e-03 -0.0422621792
[78,] 38.720371 16.933607884 -7.503827e-03 -0.0466499872
[79,] 36.250653 17.407111551 -4.656778e-02 -0.0211679828
[80,] 38.455056 18.973532982 -2.710841e-02 0.0430941616
[81,] 37.424779 21.300661967 2.600811e-02 0.0192067729
[82,] 41.884126 22.520096215 -3.284313e-02 0.0224289806
[83,] 41.717904 22.090534656 -4.479017e-02 -0.0419177369
[84,] 44.591156 20.790423461 -3.177405e-02 -0.0036740666
[85,] 43.159926 21.195023563 1.214109e-02 0.0444345651
[86,] 48.391995 23.344917509 -2.545728e-03 0.0186018101
[87,] 48.461593 24.799926771 -3.369623e-02 -0.0217545194
[88,] 46.848342 24.704956069 -3.942831e-02 0.0218025423
[89,] 49.429101 26.783107804 1.072001e-02 -0.0409240471
[90,] 50.625189 28.235622691 -4.184796e-02 0.0115609377
[91,] 48.336180 29.630842809 -4.625760e-02 -0.0439113088
[92,] 49.405646 32.664728770 -2.384936e-02 -0.0342168524
[93,] 51.096464 31.796813711 -2.029594e-02 -0.0422080951
[94,] 53.130856 33.230162487 -3.089043e-05 0.0402214550
[95,] 52.630523 34.734166217 -2.164460e-02 -0.0429658090
[96,] 50.678511 32.898686452 7.280862e-03 0.0452402598
[97,] 55.778195 36.417966337 -5.159603e-03 0.0251115222
[98,] 55.874750 35.709414849 4.571919e-02 0.0290669307
[99,] 57.295898 37.846720824 4.371184e-02 -0.0024890576
[100,] 61.854366 40.474895706 -8.465952e-03 -0.0189063230
[101,] -66.221861 -1.976648134 9.797570e-03 -0.0292722002
[102,] -68.637720 -0.036762035 -2.422641e-02 -0.0409276481
[103,] -66.368414 -0.061915504 3.277202e-02 -0.0304857217
[104,] -67.908700 -4.927217881 -9.997107e-03 -0.0330706669
[105,] -64.275943 -4.566251513 -3.069320e-02 -0.0374938477
[106,] -65.467587 -4.768783959 1.476614e-02 0.0341126673
[107,] -63.736412 -3.701810871 -1.839283e-02 0.0320512261
[108,] -65.161054 -7.586024540 2.645821e-02 -0.0385782004
[109,] -63.501219 -7.303298547 1.278195e-02 0.0267615181
[110,] -61.164716 -13.468859091 -4.227686e-02 -0.0200580744
[111,] -59.653232 -10.543132380 -9.606105e-03 0.0396357887
[112,] -58.189848 -10.967328814 -2.830282e-02 0.0446445973
[113,] -57.719206 -12.380727222 -4.181241e-02 -0.0325953962
[114,] -57.538330 -12.891469997 1.311135e-02 -0.0431575823
[115,] -57.888043 -13.235569506 1.880957e-02 0.0432349087
[116,] -54.247450 -15.570167189 1.712295e-02 0.0144854801
[117,] -51.644884 -15.532544993 7.884755e-03 -0.0221729990
[118,] -52.145685 -17.511406106 4.200629e-02 0.0102706363
[119,] -50.787921 -18.611939059 2.877043e-02 -0.0449682095
[120,] -50.009841 -20.470206633 3.228527e-02 -0.0265591595
[121,] -50.745350 -22.006260992 2.788319e-02 0.0080544160
[122,] -49.522260 -19.504469394 -1.741983e-02 0.0439237355
[123,] -46.756066 -21.773159884 5.182130e-03 0.0235952500
[124,] -46.563978 -21.008542503 -2.974713e-02 0.0109238994
[125,] -44.244784 -24.521477090 2.027644e-02 -0.0463010175
[126,] -46.903947 -25.558368659 6.945097e-03 -0.0266219847
[127,] -43.589462 -26.165572222 -2.858230e-03 0.0042635182
[128,] -42.879492 -27.203544429 4.814338e-02 0.0261158390
[129,] -40.023673 -26.682237840 -1.638557e-02 -0.0435545094
[130,] -40.302955 -30.881869398 -4.239687e-02 0.0112480344
[131,] -38.792864 -29.706454854 2.032662e-02 0.0286709019
[132,] -41.114421 -29.656791659 4.524067e-03 -0.0148543742
[133,] -37.876234 -32.543927561 1.712918e-02 -0.0412449545
[134,] -36.507754 -34.001846937 4.000003e-02 0.0384964693
[135,] -35.786590 -34.406344869 -3.129462e-02 0.0403535591
[136,] -36.228672 -34.363096087 -1.696542e-02 -0.0443810073
[137,] -34.859902 -35.674827719 -2.599024e-02 -0.0191402950
[138,] -33.529322 -38.500462292 2.685868e-02 0.0088271511
[139,] -29.073630 -38.820083882 3.175927e-02 -0.0069063945
[140,] -28.513288 -37.684991285 -2.017552e-02 0.0250049557
[141,] -31.268569 -39.053745377 1.430562e-02 -0.0348641495
[142,] -30.338672 -39.125115404 -4.388218e-02 -0.0320736578
[143,] -26.493673 -44.859271869 4.704672e-02 -0.0147642042
[144,] -27.633422 -44.901012239 -4.432870e-03 0.0014871315
[145,] -27.332240 -42.099528579 -3.661782e-02 0.0311488281
[146,] -25.777845 -46.210921702 8.528756e-03 -0.0393062410
[147,] -24.420711 -45.733407953 -7.837044e-03 0.0129209106
[148,] -24.747690 -48.647807633 -3.644674e-02 0.0343811021
[149,] -22.799412 -48.494898288 3.336327e-02 -0.0367332967
[150,] -19.092120 -50.058798967 -1.907975e-02 0.0077857896
[151,] -66.221861 148.023351866 -1.471168e-03 -0.0377598689
[152,] -68.637720 149.963237965 -1.342903e-02 0.0281777969
[153,] -66.368414 149.938084496 3.520064e-02 -0.0106485355
[154,] -67.908700 145.072782119 -2.381260e-02 -0.0442246798
[155,] -64.275943 145.433748487 -2.661871e-02 -0.0044094845
[156,] -65.467587 145.231216041 3.555762e-02 -0.0276584150
[157,] -63.736412 146.298189129 3.595247e-02 -0.0066415980
[158,] -65.161054 142.413975460 -1.364102e-02 0.0251244939
[159,] -63.501219 142.696701453 4.875386e-02 0.0495563033
[160,] -61.164716 136.531140909 2.493871e-02 0.0031468394
[161,] -59.653232 139.456867620 -4.896922e-03 -0.0098312909
[162,] -58.189848 139.032671186 -3.970057e-02 0.0271438907
[163,] -57.719206 137.619272778 8.724967e-03 0.0400247400
[164,] -57.538330 137.108530003 1.597159e-02 -0.0341779724
[165,] -57.888043 136.764430494 -2.019766e-02 -0.0056912830
[166,] -54.247450 134.429832811 9.139048e-03 -0.0215980678
[167,] -51.644884 134.467455007 3.028368e-02 0.0080712251
[168,] -52.145685 132.488593894 1.788580e-02 -0.0043913169
[169,] -50.787921 131.388060941 -4.290069e-02 0.0047715123
[170,] -50.009841 129.529793367 -2.202454e-02 -0.0158707107
[171,] -50.745350 127.993739008 6.666061e-03 -0.0363597272
[172,] -49.522260 130.495530606 4.398104e-02 0.0113337014
[173,] -46.756066 128.226840116 2.984306e-02 -0.0228879017
[174,] -46.563978 128.991457497 4.668091e-03 0.0066610883
[175,] -44.244784 125.478522910 -1.147877e-02 0.0359466498
[176,] -46.903947 124.441631341 -2.931105e-02 0.0345976077
[177,] -43.589462 123.834427778 -3.496157e-02 0.0057953600
[178,] -42.879492 122.796455571 5.097572e-04 -0.0165653628
[179,] -40.023673 123.317762160 -1.107564e-02 -0.0101520649
[180,] -40.302955 119.118130602 3.444004e-02 0.0487028622
[181,] -38.792864 120.293545146 1.721028e-03 0.0115250749
[182,] -41.114421 120.343208341 5.106072e-03 0.0444430579
[183,] -37.876234 117.456072439 -9.471303e-03 0.0082711114
[184,] -36.507754 115.998153063 2.284583e-02 -0.0360433521
[185,] -35.786590 115.593655131 -3.711272e-02 -0.0419245044
[186,] -36.228672 115.636903913 4.431580e-02 -0.0346357887
[187,] -34.859902 114.325172281 1.383906e-02 -0.0056294389
[188,] -33.529322 111.499537708 -3.990231e-02 -0.0037365437
[189,] -29.073630 111.179916118 1.393104e-02 -0.0146769820
[190,] -28.513288 112.315008715 -4.668946e-03 -0.0021888600
[191,] -31.268569 110.946254623 1.337010e-02 -0.0022501174
[192,] -30.338672 110.874884596 -3.080920e-02 0.0083656044
[193,] -26.493673 105.140728131 1.190440e-02 0.0234801304
[194,] -27.633422 105.098987761 2.176235e-02 0.0150542545
[195,] -27.332240 107.900471421 3.808644e-03 0.0184855636
[196,] -25.777845 103.789078298 -2.022534e-02 -0.0395605636
[197,] -24.420711 104.266592047 -3.642897e-03 0.0347641557
[198,] -24.747690 101.352192367 5.561239e-03 -0.0401655558
[199,] -22.799412 101.505101712 2.585751e-02 0.0339249040
[200,] -19.092120 99.941201033 -1.580620e-02 -0.0093930904
Code
four_long_clust(n = 200, num_noise = 0)
Output
[,1] [,2]
[1,] -150.53206 -18.1671896
[2,] -149.46525 -19.4382924
[3,] -147.84555 -18.0807239
[4,] -147.03872 -15.2759464
[5,] -146.88421 -15.0107895
[6,] -146.44470 -16.3885995
[7,] -143.81857 -15.9682665
[8,] -144.84195 -12.9416545
[9,] -143.05447 -14.0511291
[10,] -142.53822 -8.0376418
[11,] -140.53424 -7.0694092
[12,] -136.87619 -6.1373360
[13,] -135.79656 -7.8409677
[14,] -136.53901 -4.7478875
[15,] -134.54662 -6.5171633
[16,] -132.81112 -2.5309431
[17,] -134.72880 -4.5601947
[18,] -132.65511 -1.3356429
[19,] -132.02466 -1.7622114
[20,] -131.78152 0.6989834
[21,] -130.75954 1.1136439
[22,] -128.11596 2.4510907
[23,] -129.25428 0.6522659
[24,] -127.32260 0.2749977
[25,] -125.47058 3.3564607
[26,] -123.23478 3.5180875
[27,] -122.78346 5.0743552
[28,] -123.17096 8.9481502
[29,] -120.74926 7.3100122
[30,] -119.37087 8.8421593
[31,] -119.28302 11.4068166
[32,] -115.24355 10.1131696
[33,] -120.58455 12.9866447
[34,] -116.12428 14.0136178
[35,] -115.32482 18.9034995
[36,] -114.90110 16.0443839
[37,] -111.27033 16.0292718
[38,] -111.56558 17.4849625
[39,] -111.10611 20.1299179
[40,] -110.46533 20.1358954
[41,] -109.73463 19.0383787
[42,] -108.47075 19.6725607
[43,] -109.54407 21.3737341
[44,] -107.52613 19.0495160
[45,] -104.69196 24.2574380
[46,] -105.06493 25.3854457
[47,] -105.87867 25.3890754
[48,] -104.78530 27.5467095
[49,] -100.69680 29.3863074
[50,] -101.13884 28.0173512
[51,] 10.99512 -8.0746237
[52,] 10.65723 -10.3344661
[53,] 11.46654 -7.8549912
[54,] 14.06744 -7.3031037
[55,] 12.42283 -6.8931937
[56,] 14.25131 -4.1691051
[57,] 13.37930 -4.2392139
[58,] 15.96165 -2.8454204
[59,] 16.56046 -1.0514758
[60,] 18.53727 -1.6320810
[61,] 20.24352 -1.5307041
[62,] 21.84337 1.1056059
[63,] 23.95912 2.3623309
[64,] 22.41815 2.6415743
[65,] 24.90531 1.4431373
[66,] 25.00421 4.2780277
[67,] 22.57226 8.9592063
[68,] 26.40879 5.0405912
[69,] 28.82006 6.1831843
[70,] 31.21249 10.5470016
[71,] 30.03674 8.2070094
[72,] 31.35495 8.9976934
[73,] 34.77221 16.0173099
[74,] 32.66906 14.3782807
[75,] 33.74382 12.2914433
[76,] 35.14372 14.8136313
[77,] 35.91874 14.9604193
[78,] 37.90721 18.1389314
[79,] 38.32903 19.5199587
[80,] 41.41900 17.8354234
[81,] 38.34433 18.8424569
[82,] 40.98688 18.6070876
[83,] 41.64794 22.3349567
[84,] 41.96434 23.2966708
[85,] 43.89098 23.1139359
[86,] 44.66668 22.1924257
[87,] 44.16866 26.6888002
[88,] 45.03292 25.4652346
[89,] 47.36104 28.5706200
[90,] 50.14522 30.9632626
[91,] 48.77653 28.4921650
[92,] 50.31194 30.1073657
[93,] 52.03999 31.2231037
[94,] 53.22845 32.6783414
[95,] 54.24111 34.7719989
[96,] 54.57568 35.3020300
[97,] 54.96817 33.8632474
[98,] 56.68526 36.5526806
[99,] 58.73998 37.8023212
[100,] 60.87133 39.5591411
[101,] -68.16719 0.5320614
[102,] -69.43829 -0.5347488
[103,] -68.08072 -2.1544500
[104,] -65.27595 -2.9612784
[105,] -65.01079 -3.1157875
[106,] -66.38860 -3.5553000
[107,] -65.96827 -6.1814319
[108,] -62.94165 -5.1580535
[109,] -64.05113 -6.9455250
[110,] -58.03764 -7.4617839
[111,] -57.06941 -9.4657610
[112,] -56.13734 -13.1238149
[113,] -57.84097 -14.2034426
[114,] -54.74789 -13.4609864
[115,] -56.51716 -15.4533844
[116,] -52.53094 -17.1888832
[117,] -54.56019 -15.2711958
[118,] -51.33564 -17.3448861
[119,] -51.76221 -17.9753353
[120,] -49.30102 -18.2184837
[121,] -48.88636 -19.2404577
[122,] -47.54891 -21.8840354
[123,] -49.34773 -20.7457166
[124,] -49.72500 -22.6774022
[125,] -46.64354 -24.5294164
[126,] -46.48191 -26.7652214
[127,] -44.92564 -27.2165439
[128,] -41.05185 -26.8290399
[129,] -42.68999 -29.2507426
[130,] -41.15784 -30.6291295
[131,] -38.59318 -30.7169811
[132,] -39.88683 -34.7564452
[133,] -37.01336 -29.4154472
[134,] -35.98638 -33.8757209
[135,] -31.09650 -34.6751750
[136,] -33.95562 -35.0988963
[137,] -33.97073 -38.7296697
[138,] -32.51504 -38.4344208
[139,] -29.87008 -38.8938941
[140,] -29.86410 -39.5346713
[141,] -30.96162 -40.2653705
[142,] -30.32744 -41.5292478
[143,] -28.62627 -40.4559283
[144,] -30.95048 -42.4738731
[145,] -25.74256 -45.3080378
[146,] -24.61455 -44.9350709
[147,] -24.61092 -44.1213320
[148,] -22.45329 -45.2146984
[149,] -20.61369 -49.3031984
[150,] -21.98265 -48.8611643
[151,] -68.16719 150.5320614
[152,] -69.43829 149.4652512
[153,] -68.08072 147.8455500
[154,] -65.27595 147.0387216
[155,] -65.01079 146.8842125
[156,] -66.38860 146.4447000
[157,] -65.96827 143.8185681
[158,] -62.94165 144.8419465
[159,] -64.05113 143.0544750
[160,] -58.03764 142.5382161
[161,] -57.06941 140.5342390
[162,] -56.13734 136.8761851
[163,] -57.84097 135.7965574
[164,] -54.74789 136.5390136
[165,] -56.51716 134.5466156
[166,] -52.53094 132.8111168
[167,] -54.56019 134.7288042
[168,] -51.33564 132.6551139
[169,] -51.76221 132.0246647
[170,] -49.30102 131.7815163
[171,] -48.88636 130.7595423
[172,] -47.54891 128.1159646
[173,] -49.34773 129.2542834
[174,] -49.72500 127.3225978
[175,] -46.64354 125.4705836
[176,] -46.48191 123.2347786
[177,] -44.92564 122.7834561
[178,] -41.05185 123.1709601
[179,] -42.68999 120.7492574
[180,] -41.15784 119.3708705
[181,] -38.59318 119.2830189
[182,] -39.88683 115.2435548
[183,] -37.01336 120.5845528
[184,] -35.98638 116.1242791
[185,] -31.09650 115.3248250
[186,] -33.95562 114.9011037
[187,] -33.97073 111.2703303
[188,] -32.51504 111.5655792
[189,] -29.87008 111.1061059
[190,] -29.86410 110.4653287
[191,] -30.96162 109.7346295
[192,] -30.32744 108.4707522
[193,] -28.62627 109.5440717
[194,] -30.95048 107.5261269
[195,] -25.74256 104.6919622
[196,] -24.61455 105.0649291
[197,] -24.61092 105.8786680
[198,] -22.45329 104.7853016
[199,] -20.61369 100.6968016
[200,] -21.98265 101.1388357
plane_2d_hole() works
Code
plane_2d_hole(n = 100, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
$df
[,1] [,2] [,3] [,4]
[1,] 27.241853 -11.0065027 -0.014514506 0.0205436346
[2,] 16.103247 -8.6800396 -0.042610457 -0.0096704798
[3,] 10.184226 -6.0810512 -0.004394658 0.0074246488
[4,] 8.536926 2.6101732 0.031400799 0.0395226781
[5,] 22.646336 -11.6849626 -0.005396931 -0.0140160184
[6,] 13.087763 -7.5345965 -0.041821771 -0.0001349537
[7,] 17.513284 -6.8447910 0.031016598 -0.0395929786
[8,] 14.743681 -3.5767158 -0.038376223 0.0421812224
[9,] 3.356345 -1.1534816 -0.039518429 0.0192060802
[10,] 11.809833 2.9199860 -0.048856669 -0.0329963851
[11,] 21.062812 -4.8733826 0.007757624 0.0441801412
[12,] 8.857137 -5.9891176 0.035364025 -0.0359260298
[13,] 25.163856 -16.7783504 0.031473265 0.0215506210
[14,] 22.909152 -16.1111833 0.034647305 0.0231140854
[15,] 17.311374 -10.3429044 -0.014155501 0.0290469873
[16,] 15.685277 -5.9671796 -0.013249423 -0.0346599014
[17,] 6.975895 3.7430845 -0.024790063 0.0245407152
[18,] 17.823110 -8.1841690 -0.044271391 -0.0438232428
[19,] 47.241853 8.9934973 -0.010676471 -0.0190370204
[20,] 36.103247 11.3199604 0.043851697 0.0157330000
[21,] 30.184226 13.9189488 0.016443681 -0.0136145061
[22,] 28.536926 22.6101732 -0.021509732 0.0211817049
[23,] 42.646336 8.3150374 0.008581070 0.0296529576
[24,] 33.087763 12.4654035 -0.025245797 0.0385897858
[25,] 37.513284 13.1552090 -0.034141930 0.0114352393
[26,] 34.743681 16.4232842 -0.040357834 -0.0394679684
[27,] 23.356345 18.8465184 -0.020771534 0.0379028531
[28,] 31.809833 22.9199860 0.040356428 -0.0086608654
[29,] 41.062812 15.1266174 0.030966772 -0.0397832549
[30,] 28.857137 14.0108824 0.029159332 0.0389684510
[31,] 45.163856 3.2216496 0.023592625 0.0107839450
[32,] 42.909152 3.8888167 0.038851087 -0.0229901668
[33,] 37.311374 9.6570956 0.039433618 0.0032016000
[34,] 35.685277 14.0328204 -0.024846803 0.0188916723
[35,] 26.975895 23.7430845 -0.047168665 0.0406173033
[36,] 37.823110 11.8158310 -0.035636917 -0.0218278701
[37,] 27.006503 22.2418534 -0.039748340 0.0178925602
[38,] 24.680040 11.1032469 0.032319008 -0.0418970450
[39,] 22.081051 5.1842259 0.039741895 0.0289520095
[40,] 13.389827 3.5369259 -0.014166147 -0.0182308341
[41,] 27.684963 17.6463359 -0.029024773 -0.0420673159
[42,] 23.534596 8.0877631 -0.002584811 0.0215416480
[43,] 22.844791 12.5132841 0.007053171 0.0032879685
[44,] 19.576716 9.7436809 0.003947746 -0.0136172979
[45,] 17.153482 -1.6436551 -0.036401528 0.0128606171
[46,] 13.080014 6.8098328 0.031450933 -0.0406865353
[47,] 20.873383 16.0628117 -0.012927440 0.0056567913
[48,] 21.989118 3.8571372 0.015580769 -0.0206802091
[49,] 32.778350 20.1638564 -0.025986426 -0.0293639539
[50,] 32.111183 17.9091519 0.038668635 -0.0099463716
[51,] 26.342904 12.3113738 -0.049411154 -0.0216768384
[52,] 21.967180 10.6852768 -0.009542103 -0.0126717287
[53,] 12.256916 1.9758955 -0.009542396 -0.0137911398
[54,] 24.184169 12.8231097 -0.005664813 0.0201560635
[55,] 28.993497 -12.2418534 -0.036164148 0.0474466317
[56,] 31.319960 -1.1032469 -0.013793843 -0.0034467781
[57,] 33.918949 4.8157741 0.022767626 0.0451321898
[58,] 42.610173 6.4630741 0.048625240 -0.0449525188
[59,] 28.315037 -7.6463359 -0.037479856 -0.0301143471
[60,] 32.465404 1.9122369 -0.006014590 -0.0015380326
[61,] 33.155209 -2.5132841 0.012237501 -0.0313923658
[62,] 36.423284 0.2563191 -0.015132007 -0.0142799772
[63,] 38.846518 11.6436551 -0.006974512 0.0342363236
[64,] 42.919986 3.1901672 0.011980682 0.0437694831
[65,] 35.126617 -6.0628117 0.042516567 -0.0163590239
[66,] 34.010882 6.1428628 -0.019885599 -0.0215670073
[67,] 23.221650 -10.1638564 0.034154131 -0.0312772650
[68,] 23.888817 -7.9091519 0.013901909 -0.0404797181
[69,] 29.657096 -2.3113738 0.004372032 -0.0197967365
[70,] 34.032820 -0.6852768 -0.036261122 0.0082434738
[71,] 43.743084 8.0241045 -0.009141198 -0.0110442976
[72,] 31.815831 -2.8231097 0.037512238 -0.0086618911
$n
[1] 72
Code
plane_2d_hole(n = 100, num_noise = 0)
Output
$df
[,1] [,2]
[1,] 23.656921 -12.49994803
[2,] 12.089183 -2.68647227
[3,] 17.971673 -5.80769251
[4,] 22.537232 -18.32172397
[5,] 21.979759 -7.21543714
[6,] 25.289047 -8.34148004
[7,] 26.172178 -12.72222969
[8,] 9.104085 -4.32351365
[9,] 9.655817 7.63314906
[10,] 9.656458 1.93052939
[11,] 13.238921 -9.38657141
[12,] 12.906503 -4.15762720
[13,] 8.127376 -2.49905171
[14,] 8.620808 0.65399997
[15,] 4.952563 -2.90987247
[16,] 12.325424 -7.59607696
[17,] 10.809811 4.38858095
[18,] 11.230694 -0.94165518
[19,] 7.105354 -2.25907951
[20,] 43.656921 7.50005197
[21,] 32.089183 17.31352773
[22,] 37.971673 14.19230749
[23,] 42.537232 1.67827603
[24,] 41.979759 12.78456286
[25,] 45.289047 11.65851996
[26,] 46.172178 7.27777031
[27,] 29.104085 15.67648635
[28,] 29.655817 27.63314906
[29,] 29.656458 21.93052939
[30,] 33.238921 10.61342859
[31,] 32.906503 15.84237280
[32,] 28.127376 17.50094829
[33,] 28.620808 20.65399997
[34,] 24.952563 17.09012753
[35,] 32.325424 12.40392304
[36,] 30.809811 24.38858095
[37,] 31.230694 19.05834482
[38,] 27.105354 17.74092049
[39,] 28.499948 18.65692137
[40,] 18.686472 7.08918262
[41,] 21.807693 12.97167329
[42,] 34.321724 17.53723235
[43,] 23.215437 16.97975889
[44,] 24.341480 20.28904697
[45,] 28.722230 21.17217756
[46,] 20.323514 4.10408546
[47,] 8.366851 4.65581743
[48,] 14.069471 4.65645762
[49,] 25.386571 8.23892067
[50,] 20.157627 7.90650296
[51,] 18.499052 3.12737571
[52,] 15.346000 3.62080773
[53,] 18.909872 -0.04743743
[54,] 23.596077 7.32542445
[55,] 11.611419 5.80981117
[56,] 16.941655 6.23069370
[57,] 18.259080 2.10535350
[58,] 27.500052 -8.65692137
[59,] 37.313528 2.91081738
[60,] 34.192307 -2.97167329
[61,] 21.678276 -7.53723235
[62,] 32.784563 -6.97975889
[63,] 31.658520 -10.28904697
[64,] 27.277770 -11.17217756
[65,] 35.676486 5.89591454
[66,] 47.633149 5.34418257
[67,] 41.930529 5.34354238
[68,] 30.613429 1.76107933
[69,] 35.842373 2.09349704
[70,] 37.500948 6.87262429
[71,] 40.654000 6.37919227
[72,] 37.090128 10.04743743
[73,] 32.403923 2.67457555
[74,] 44.388581 4.19018883
[75,] 39.058345 3.76930630
[76,] 37.740920 7.89464650
$n
[1] 76
four_long_clust_bkg() works
Code
four_long_clust_bkg(n = 400, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -16.8373630 -1.806858e+01 3.629767e-02 -4.555309e-02
[2,] -20.5411807 -2.238307e+01 3.141726e-02 4.446336e-02
[3,] -21.1009352 -1.780197e+01 1.774895e-02 -2.781911e-02
[4,] -13.9164514 -1.621241e+01 -8.120899e-03 -1.002056e-02
[5,] -15.0939976 -1.565854e+01 1.586619e-02 2.079151e-02
[6,] -15.3699457 -1.696588e+01 9.185939e-03 1.940213e-02
[7,] -17.6771026 -1.537584e+01 -2.909539e-02 -4.202857e-02
[8,] -12.0623607 -1.384692e+01 2.053609e-02 1.437366e-02
[9,] -13.1147223 -7.317808e+00 -8.063634e-03 4.711666e-02
[10,] -3.8498255 -7.021261e+00 1.553382e-02 1.110588e-03
[11,] -9.1309882 -1.202971e+01 2.602863e-02 3.239017e-02
[12,] -9.0522739 -1.114188e+01 -4.460973e-02 1.339229e-02
[13,] -7.3908364 -5.589877e+00 4.520893e-02 4.645296e-02
[14,] -7.1736480 -8.013476e+00 2.327186e-03 1.192731e-02
[15,] -7.2230888 -8.131584e+00 -3.853751e-02 2.116185e-02
[16,] -4.0877325 -6.244552e+00 -7.380333e-03 1.631644e-02
[17,] -4.7479280 -4.673137e+00 -2.232958e-02 1.546603e-02
[18,] -2.1817502 -5.796304e+00 -6.065673e-03 -6.941579e-04
[19,] -1.0208975 -3.279059e+00 -1.259044e-02 2.659954e-02
[20,] 1.3523306 2.052608e+00 4.332718e-02 -1.646715e-02
[21,] 3.2100176 -4.449006e+00 2.363263e-02 4.339491e-02
[22,] -1.3928490 3.948307e+00 -2.158810e-02 -2.145939e-02
[23,] 1.6370558 2.470862e+00 -1.234432e-03 5.977730e-03
[24,] -0.1863320 2.415658e+00 3.786748e-02 -3.318530e-02
[25,] 4.8343633 1.072178e+01 -5.989409e-03 -1.249937e-02
[26,] 5.8933899 2.344771e+00 4.697274e-02 6.530065e-03
[27,] 6.2649156 8.146467e+00 -4.611238e-02 -4.114174e-02
[28,] 7.3256711 8.930327e+00 5.639224e-04 -2.478450e-02
[29,] 5.8915805 7.857400e+00 -3.845493e-02 4.352686e-02
[30,] 12.0109910 1.015189e+01 -8.162953e-03 -4.589231e-02
[31,] 9.5303278 7.532432e+00 4.392665e-02 4.617009e-03
[32,] 8.8508667 1.310076e+01 2.709454e-02 4.507646e-02
[33,] 12.8702841 9.074602e+00 -1.836716e-02 5.940151e-03
[34,] 14.6029551 1.333483e+01 6.381873e-03 -8.188367e-03
[35,] 14.6501518 1.201119e+01 -1.990309e-02 -3.046013e-02
[36,] 13.9809537 1.539016e+01 2.730781e-02 -2.082963e-03
[37,] 15.4797244 1.762550e+01 4.226218e-02 -3.047816e-02
[38,] 19.4007397 1.952935e+01 4.664999e-02 4.257658e-02
[39,] 19.3121342 2.042935e+01 2.116798e-02 -1.141599e-02
[40,] 16.8959861 2.304551e+01 -4.309416e-02 -2.337407e-02
[41,] 18.4859926 1.986441e+01 -1.920677e-02 3.390966e-02
[42,] 18.0001846 1.828477e+01 -2.242898e-02 -4.143774e-02
[43,] 26.5748350 2.094771e+01 4.191774e-02 -3.741529e-02
[44,] 26.0416196 2.733637e+01 3.674067e-03 4.039443e-02
[45,] 20.9592457 2.416704e+01 -4.443457e-02 2.845354e-02
[46,] 26.9374747 2.491215e+01 -1.860181e-02 1.434015e-02
[47,] 25.5734527 2.642041e+01 2.175452e-02 1.508975e-02
[48,] 29.6364922 2.975259e+01 -2.180254e-02 -2.946663e-02
[49,] 28.7918373 2.520104e+01 4.092405e-02 -2.687273e-02
[50,] 30.6940783 2.812809e+01 -1.156094e-02 2.450101e-02
[51,] 36.0450222 2.587965e+01 4.391131e-02 3.236095e-02
[52,] 31.5796481 3.241460e+01 3.421685e-02 -2.834071e-02
[53,] 34.6105372 3.154865e+01 4.220810e-02 1.017609e-02
[54,] 31.5460796 3.554585e+01 -4.022145e-02 -4.951010e-03
[55,] 36.7584912 3.265588e+01 4.296581e-02 -9.329137e-03
[56,] 34.2518615 4.042719e+01 -4.524026e-02 9.235702e-03
[57,] 36.4217407 3.993855e+01 -2.511152e-02 1.424448e-02
[58,] 33.5423132 3.675735e+01 -2.906693e-02 2.765936e-02
[59,] 35.5980496 4.028656e+01 2.489058e-03 -2.357522e-02
[60,] 38.7364539 4.160030e+01 1.890632e-02 -9.247106e-04
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[292,] 71.5796481 8.241460e+01 2.735784e-02 -6.340092e-03
[293,] 74.6105372 8.154865e+01 1.159155e-02 -2.135797e-02
[294,] 71.5460796 8.554585e+01 -2.640640e-02 1.863120e-02
[295,] 76.7584912 8.265588e+01 -1.985293e-02 2.447875e-02
[296,] 74.2518615 9.042719e+01 2.438598e-04 -3.734830e-02
[297,] 76.4217407 8.993855e+01 5.309682e-03 4.338618e-03
[298,] 73.5423132 8.675735e+01 3.622295e-02 4.281553e-02
[299,] 75.5980496 9.028656e+01 1.938526e-02 -5.244724e-04
[300,] 78.7364539 9.160030e+01 -9.325156e-03 1.928101e-02
[301,] 80.5548287 8.733789e+01 2.487195e-02 -3.568117e-02
[302,] 82.2962426 8.844903e+01 -4.730527e-02 -2.225809e-02
[303,] 82.4492702 9.055434e+01 -2.389774e-02 3.982380e-02
[304,] 82.1386712 9.320937e+01 2.647772e-02 4.170410e-02
[305,] 80.9791314 9.180884e+01 1.890590e-02 3.715181e-02
[306,] 86.2040806 8.808562e+01 3.497542e-02 -4.220070e-02
[307,] 89.7681849 9.564511e+01 -4.571855e-02 2.518827e-03
[308,] 88.3669036 9.519960e+01 -1.080535e-02 -3.659039e-02
[309,] 89.9393264 9.687344e+01 4.276782e-02 3.716604e-02
[310,] 90.5842548 1.035670e+02 -1.553904e-02 -3.218129e-02
[311,] 88.8074401 9.696451e+01 1.026275e-02 2.750799e-02
[312,] 90.1643836 1.044107e+02 2.543897e-02 -1.701060e-02
[313,] 93.9902939 9.418769e+01 1.780995e-02 3.058774e-02
[314,] 93.6976347 1.030941e+02 1.053365e-02 2.541549e-02
[315,] 96.8083461 1.021114e+02 2.969802e-02 -2.644579e-02
[316,] 91.9536856 1.024769e+02 1.318234e-02 3.796711e-03
[317,] 96.6568615 1.056865e+02 2.211034e-02 -2.241050e-02
[318,] 97.1928125 1.064750e+02 1.949560e-02 -3.275914e-02
[319,] 101.1621228 1.064136e+02 -3.431024e-02 -1.030154e-02
[320,] 100.1152716 1.104515e+02 3.547910e-02 -2.848918e-02
[321,] 20.7222632 -5.000893e+00 -3.547076e+00 9.378777e+00
[322,] -7.6525701 -7.563056e+00 -3.101675e+00 -5.912202e+00
[323,] 0.1114251 1.411212e+01 1.029667e+00 6.577632e+00
[324,] -8.9582246 1.064097e+01 -2.581438e-01 6.757452e+00
[325,] 0.3035147 -1.247794e+01 -5.894750e+00 3.269000e+01
[326,] 10.9872829 4.090102e+00 -9.631333e+00 6.962559e+00
[327,] -1.5652624 1.303039e+00 1.209546e+00 1.951456e-01
[328,] -1.6403877 5.359667e+00 -1.227964e+01 3.233083e+00
[329,] -10.8568295 6.824598e+00 -7.029833e+00 1.419945e+01
[330,] -11.2031728 -4.460549e+00 -1.025477e+01 7.572636e+00
[331,] -21.4929757 -9.357315e+00 -3.561593e+00 -6.410809e+00
[332,] -1.9589130 1.007764e+01 1.415877e+01 -8.849595e+00
[333,] -15.2791952 1.207989e+01 1.468962e+01 -4.175106e+00
[334,] -5.4676523 9.838880e+00 3.073243e+00 -2.633656e+01
[335,] 6.9941295 -2.735339e+00 9.689229e+00 1.716253e+00
[336,] 9.3048533 -1.500951e+01 1.459255e+01 2.569638e+00
[337,] 7.7386190 1.786042e+00 -4.858695e+00 -4.072831e+00
[338,] 3.7427760 -4.376574e+00 2.299240e+00 3.644730e+00
[339,] 2.0335543 -1.336529e+01 -1.644311e-01 9.242049e+00
[340,] 2.3751650 6.336118e+00 -5.210109e+00 -6.550992e+00
[341,] 13.1014093 5.868386e+00 -5.063615e+00 6.634111e+00
[342,] -6.1399954 -1.107020e+01 5.893569e+00 -2.285120e+00
[343,] 6.5551040 -4.628775e+00 -8.361889e+00 -3.556388e+00
[344,] 3.8450699 -1.475914e+01 -2.150652e+00 7.116233e+00
[345,] -7.8463574 1.126571e+00 3.529443e+00 -1.051449e+01
[346,] 24.8505184 9.002229e+00 1.176814e+01 -4.991291e+00
[347,] 1.8069110 -1.693914e+01 8.110293e+00 -1.747136e+01
[348,] -9.1588076 4.932778e+00 -1.139734e+00 -6.922318e+00
[349,] 12.8795811 3.680191e+00 8.338284e+00 -9.596942e+00
[350,] -3.8266635 -2.235629e+00 1.086086e+01 -3.084846e+00
[351,] 8.3304240 -1.710523e+01 4.779874e+00 1.623482e+00
[352,] -4.8425068 2.255251e+00 2.504297e+01 5.622499e+00
[353,] 0.3357698 -5.453890e+00 -1.723035e+01 1.306082e+01
[354,] 0.6778413 1.382573e+01 5.838139e+00 -3.878980e+00
[355,] -1.6074643 -1.699227e+01 4.501167e+00 6.035412e+00
[356,] 10.3776903 -4.505332e+00 6.593084e-01 2.805176e-02
[357,] 14.8957622 -1.478195e+01 1.819780e+01 -2.285161e+01
[358,] 10.5613190 -5.063198e+00 9.562806e+00 -3.941408e+00
[359,] -9.8509188 -4.984257e+00 5.959294e+00 5.467079e+00
[360,] -6.7577345 1.196466e+01 3.564475e+00 1.474996e+01
[361,] 6.9866675 1.093573e+00 1.769136e+00 2.449608e-01
[362,] 22.7980146 -1.238861e+01 3.528319e+00 2.366314e+00
[363,] 6.6798234 -1.105677e+00 -1.029381e+01 1.848141e+01
[364,] -16.2023226 7.601924e+00 -3.507513e+00 -2.206274e+00
[365,] -11.7457198 1.275880e+01 8.720252e+00 -1.707836e+00
[366,] -2.1182952 -7.444199e+00 -4.328609e-01 9.581442e-01
[367,] 4.6604515 -1.770175e+01 -1.252445e+01 -5.417217e-01
[368,] -15.3393627 -7.869870e+00 -1.190201e+01 6.048036e+00
[369,] -11.4221970 -2.116944e-01 8.687989e+00 2.193539e+00
[370,] -11.6936189 -3.454935e+00 -9.255716e-01 1.612669e+01
[371,] 18.7810385 -7.134455e+00 1.221874e+01 -1.103779e+01
[372,] -2.2131547 -1.291203e+01 -2.921949e+00 -8.745808e-02
[373,] 7.8609681 3.737334e+00 -5.381596e-01 -2.347085e+00
[374,] -9.2573816 -8.232048e+00 1.149369e+01 -6.904384e+00
[375,] -0.8883126 1.658248e+01 6.594737e+00 -7.267975e-01
[376,] -10.8396948 1.167237e+01 -9.257330e+00 -2.222136e+00
[377,] 23.1045630 1.386960e+01 -1.312178e+01 -1.220893e+01
[378,] 7.3286992 8.283560e+00 3.889702e-01 -1.311388e+01
[379,] -1.9414794 -1.309286e+01 -1.367419e+01 -4.259740e+00
[380,] -14.7604195 -2.448510e+00 1.974905e+01 7.634774e+00
[381,] 6.9663813 -1.370963e+01 1.953727e+01 -8.156474e+00
[382,] 15.8753482 3.066630e+00 1.908443e+01 -4.587062e+00
[383,] 7.9599173 1.308100e+01 1.060216e+00 2.666298e-01
[384,] 2.0641936 -1.687133e+01 1.501408e+01 1.522988e+00
[385,] 0.2519359 -4.127677e+00 -3.447755e+00 1.607422e+00
[386,] -3.0002471 9.799784e+00 1.646038e+01 -2.828803e+00
[387,] -26.1907702 3.568273e+01 -3.734631e+00 -6.878855e+00
[388,] -2.7288956 -9.382244e+00 1.109571e+01 -2.098288e+00
[389,] 10.7692394 1.395693e+01 1.585258e+00 4.933220e+00
[390,] -19.0732156 -8.097545e+00 1.132656e+01 1.247555e+01
[391,] -21.6019288 6.814301e+00 7.424293e+00 1.283584e+01
[392,] 3.1743120 9.717303e+00 9.673938e+00 -8.896441e+00
[393,] 4.7233500 -8.605036e+00 -8.984894e+00 9.667252e-01
[394,] 7.0973536 -1.171053e+01 -1.816668e+01 -2.020691e+00
[395,] 5.3170236 -3.623071e-04 -4.290262e+00 -5.954625e+00
[396,] 2.4789689 4.639439e+00 -9.879417e+00 5.539300e+00
[397,] 14.1507790 1.040177e+00 -6.170966e+00 -1.594759e+00
[398,] 2.3895792 1.849556e+01 1.298767e+01 1.030531e+00
[399,] 16.8941547 6.393509e+00 -4.599919e+00 6.323494e+00
[400,] 11.0747957 -6.297742e+00 -1.052272e+00 -4.213873e+00
Code
four_long_clust_bkg(n = 400, num_noise = 0)
Output
[,1] [,2]
[1,] -17.40798624 -19.96091436
[2,] -19.04691355 -18.51634384
[3,] -18.02162950 -17.74315185
[4,] -16.54088079 -17.03781711
[5,] -11.41914383 -19.48893501
[6,] -16.57139710 -14.18880089
[7,] -15.29201686 -16.83531541
[8,] -9.22981241 -13.12788627
[9,] -15.83914835 -10.64383868
[10,] -10.08440415 -10.73251372
[11,] -9.48953054 -8.87303119
[12,] -12.77298296 -10.66708206
[13,] -5.43064672 -8.59088446
[14,] -5.79875409 -6.33307465
[15,] -10.22984168 -3.10366641
[16,] -3.71049323 -1.89478434
[17,] -3.71496674 -7.27893568
[18,] -0.83803502 -5.73659419
[19,] -2.41050144 1.57305950
[20,] -2.16935412 0.91460089
[21,] -1.75123169 -5.10694466
[22,] -2.19326503 -0.52347769
[23,] 2.78571155 -0.01074308
[24,] 5.68120705 10.10301965
[25,] 4.69586620 2.53056584
[26,] 3.57116986 3.32990944
[27,] 6.86043266 1.99880421
[28,] 5.75264728 6.53935621
[29,] 8.26381702 5.85703855
[30,] 12.85646299 5.71032447
[31,] 10.88639631 5.82405348
[32,] 6.81866604 8.55758099
[33,] 10.70920364 10.85666124
[34,] 15.13115613 10.90848734
[35,] 14.41187039 10.49689721
[36,] 18.48020426 19.40462440
[37,] 17.41322894 17.48837464
[38,] 16.59253749 15.20515548
[39,] 19.60773508 19.79842191
[40,] 23.44772835 23.77736043
[41,] 18.52995382 21.60876531
[42,] 18.09211623 24.79095817
[43,] 28.07570285 23.94357432
[44,] 21.27144580 18.39966599
[45,] 25.80447407 25.00399303
[46,] 23.83279843 24.22286387
[47,] 24.55454481 29.03255152
[48,] 29.54775521 28.63777306
[49,] 25.80095547 26.39915201
[50,] 29.94232113 24.91729593
[51,] 28.56504338 33.04447234
[52,] 29.93504509 32.34619715
[53,] 34.12015998 33.79762387
[54,] 33.32535710 30.95464292
[55,] 33.30919074 30.67124709
[56,] 35.39696167 33.96270287
[57,] 35.57256540 36.65248859
[58,] 31.20722239 39.78512934
[59,] 37.51449712 37.43788224
[60,] 32.91473044 36.39526387
[61,] 42.87885187 37.42945213
[62,] 37.17842198 46.59229451
[63,] 47.07066865 41.60357647
[64,] 47.65825784 45.39847857
[65,] 43.22163588 44.98907244
[66,] 41.69586233 43.13964666
[67,] 46.67082491 45.61175366
[68,] 47.90868812 42.69688757
[69,] 47.64110078 49.81618947
[70,] 50.56924040 53.61824670
[71,] 47.87359488 48.42053237
[72,] 51.54932862 50.42368611
[73,] 52.32203130 52.05641316
[74,] 56.60634716 56.85795221
[75,] 53.19796616 53.14405222
[76,] 55.78798425 54.22841141
[77,] 55.11921884 60.89393578
[78,] 55.42776128 54.95722025
[79,] 57.73786154 59.75678412
[80,] 55.56922116 60.61672338
[81,] 21.08788984 -15.67266418
[82,] 18.34936694 -13.37707365
[83,] 20.94714763 -16.57657681
[84,] 17.05225288 -11.95871065
[85,] 18.07620226 -11.78547320
[86,] 23.49747231 -9.64639284
[87,] 22.64513610 -15.70055722
[88,] 23.32843434 -11.23049231
[89,] 25.43726166 -3.48324063
[90,] 27.75877143 -5.53582656
[91,] 22.51282499 -8.88832583
[92,] 26.37282950 -4.53930712
[93,] 25.38065109 -6.29848510
[94,] 28.90027581 -6.00783651
[95,] 27.64160260 -2.63955373
[96,] 27.31394801 3.66488488
[97,] 31.04701014 -1.97731022
[98,] 37.93652585 3.30586344
[99,] 32.13992043 -1.80023988
[100,] 37.12146366 4.95968661
[101,] 33.79684947 0.66124926
[102,] 35.04255377 2.35911200
[103,] 39.75576212 6.59894655
[104,] 39.84609733 5.85702407
[105,] 35.98670072 10.00702821
[106,] 38.12246647 11.18881961
[107,] 41.41135553 12.77847249
[108,] 40.86687653 8.22979628
[109,] 45.48449181 8.11341784
[110,] 42.12553215 14.84289036
[111,] 47.78764723 12.11884905
[112,] 44.04266008 16.51141311
[113,] 50.76240206 11.17818244
[114,] 50.30487353 18.04007439
[115,] 47.90226767 19.91886899
[116,] 48.30557030 17.81072682
[117,] 50.13080742 15.12286670
[118,] 54.15055411 22.63902163
[119,] 55.46838534 18.84725074
[120,] 53.55013876 25.11512479
[121,] 51.93862835 24.19231147
[122,] 58.14029822 27.50207627
[123,] 54.63427273 25.09906096
[124,] 62.62870878 29.70597269
[125,] 61.42353794 25.77823924
[126,] 59.83696502 26.44065747
[127,] 60.09330644 29.79252809
[128,] 67.60877017 32.15461302
[129,] 63.27318502 32.23739051
[130,] 64.93037811 32.72375585
[131,] 65.32671864 34.43408586
[132,] 65.30926890 36.57073783
[133,] 65.40045833 33.94086361
[134,] 68.40751678 33.84660820
[135,] 64.56236326 40.67838009
[136,] 71.52174715 39.98361930
[137,] 74.06623347 39.47332950
[138,] 72.31783334 43.50154966
[139,] 75.10682718 41.08585582
[140,] 73.28145034 45.01655144
[141,] 77.90389602 44.14168260
[142,] 78.99654601 43.53414163
[143,] 73.65300772 45.33124588
[144,] 80.87889570 49.80573882
[145,] 80.82123524 47.86916381
[146,] 81.63006916 49.38601789
[147,] 84.19017475 51.02295144
[148,] 86.12895160 53.79450354
[149,] 87.44124448 50.07875728
[150,] 87.95874038 56.03114371
[151,] 85.31045371 59.46153249
[152,] 84.16570283 57.31185745
[153,] 87.25033633 55.61719216
[154,] 87.15673386 59.19307833
[155,] 90.30767667 58.28260387
[156,] 89.68774620 57.14420873
[157,] 91.45061585 61.89867692
[158,] 94.48436334 62.73958816
[159,] 93.37258359 63.54929826
[160,] 95.24000389 64.79412589
[161,] -7.40798624 10.03908564
[162,] -9.04691355 11.48365616
[163,] -8.02162950 12.25684815
[164,] -6.54088079 12.96218289
[165,] -1.41914383 10.51106499
[166,] -6.57139710 15.81119911
[167,] -5.29201686 13.16468459
[168,] 0.77018759 16.87211373
[169,] -5.83914835 19.35616132
[170,] -0.08440415 19.26748628
[171,] 0.51046946 21.12696881
[172,] -2.77298296 19.33291794
[173,] 4.56935328 21.40911554
[174,] 4.20124591 23.66692535
[175,] -0.22984168 26.89633359
[176,] 6.28950677 28.10521566
[177,] 6.28503326 22.72106432
[178,] 9.16196498 24.26340581
[179,] 7.58949856 31.57305950
[180,] 7.83064588 30.91460089
[181,] 8.24876831 24.89305534
[182,] 7.80673497 29.47652231
[183,] 12.78571155 29.98925692
[184,] 15.68120705 40.10301965
[185,] 14.69586620 32.53056584
[186,] 13.57116986 33.32990944
[187,] 16.86043266 31.99880421
[188,] 15.75264728 36.53935621
[189,] 18.26381702 35.85703855
[190,] 22.85646299 35.71032447
[191,] 20.88639631 35.82405348
[192,] 16.81866604 38.55758099
[193,] 20.70920364 40.85666124
[194,] 25.13115613 40.90848734
[195,] 24.41187039 40.49689721
[196,] 28.48020426 49.40462440
[197,] 27.41322894 47.48837464
[198,] 26.59253749 45.20515548
[199,] 29.60773508 49.79842191
[200,] 33.44772835 53.77736043
[201,] 28.52995382 51.60876531
[202,] 28.09211623 54.79095817
[203,] 38.07570285 53.94357432
[204,] 31.27144580 48.39966599
[205,] 35.80447407 55.00399303
[206,] 33.83279843 54.22286387
[207,] 34.55454481 59.03255152
[208,] 39.54775521 58.63777306
[209,] 35.80095547 56.39915201
[210,] 39.94232113 54.91729593
[211,] 38.56504338 63.04447234
[212,] 39.93504509 62.34619715
[213,] 44.12015998 63.79762387
[214,] 43.32535710 60.95464292
[215,] 43.30919074 60.67124709
[216,] 45.39696167 63.96270287
[217,] 45.57256540 66.65248859
[218,] 41.20722239 69.78512934
[219,] 47.51449712 67.43788224
[220,] 42.91473044 66.39526387
[221,] 52.87885187 67.42945213
[222,] 47.17842198 76.59229451
[223,] 57.07066865 71.60357647
[224,] 57.65825784 75.39847857
[225,] 53.22163588 74.98907244
[226,] 51.69586233 73.13964666
[227,] 56.67082491 75.61175366
[228,] 57.90868812 72.69688757
[229,] 57.64110078 79.81618947
[230,] 60.56924040 83.61824670
[231,] 57.87359488 78.42053237
[232,] 61.54932862 80.42368611
[233,] 62.32203130 82.05641316
[234,] 66.60634716 86.85795221
[235,] 63.19796616 83.14405222
[236,] 65.78798425 84.22841141
[237,] 65.11921884 90.89393578
[238,] 65.42776128 84.95722025
[239,] 67.73786154 89.75678412
[240,] 65.56922116 90.61672338
[241,] 22.59201376 30.03908564
[242,] 20.95308645 31.48365616
[243,] 21.97837050 32.25684815
[244,] 23.45911921 32.96218289
[245,] 28.58085617 30.51106499
[246,] 23.42860290 35.81119911
[247,] 24.70798314 33.16468459
[248,] 30.77018759 36.87211373
[249,] 24.16085165 39.35616132
[250,] 29.91559585 39.26748628
[251,] 30.51046946 41.12696881
[252,] 27.22701704 39.33291794
[253,] 34.56935328 41.40911554
[254,] 34.20124591 43.66692535
[255,] 29.77015832 46.89633359
[256,] 36.28950677 48.10521566
[257,] 36.28503326 42.72106432
[258,] 39.16196498 44.26340581
[259,] 37.58949856 51.57305950
[260,] 37.83064588 50.91460089
[261,] 38.24876831 44.89305534
[262,] 37.80673497 49.47652231
[263,] 42.78571155 49.98925692
[264,] 45.68120705 60.10301965
[265,] 44.69586620 52.53056584
[266,] 43.57116986 53.32990944
[267,] 46.86043266 51.99880421
[268,] 45.75264728 56.53935621
[269,] 48.26381702 55.85703855
[270,] 52.85646299 55.71032447
[271,] 50.88639631 55.82405348
[272,] 46.81866604 58.55758099
[273,] 50.70920364 60.85666124
[274,] 55.13115613 60.90848734
[275,] 54.41187039 60.49689721
[276,] 58.48020426 69.40462440
[277,] 57.41322894 67.48837464
[278,] 56.59253749 65.20515548
[279,] 59.60773508 69.79842191
[280,] 63.44772835 73.77736043
[281,] 58.52995382 71.60876531
[282,] 58.09211623 74.79095817
[283,] 68.07570285 73.94357432
[284,] 61.27144580 68.39966599
[285,] 65.80447407 75.00399303
[286,] 63.83279843 74.22286387
[287,] 64.55454481 79.03255152
[288,] 69.54775521 78.63777306
[289,] 65.80095547 76.39915201
[290,] 69.94232113 74.91729593
[291,] 68.56504338 83.04447234
[292,] 69.93504509 82.34619715
[293,] 74.12015998 83.79762387
[294,] 73.32535710 80.95464292
[295,] 73.30919074 80.67124709
[296,] 75.39696167 83.96270287
[297,] 75.57256540 86.65248859
[298,] 71.20722239 89.78512934
[299,] 77.51449712 87.43788224
[300,] 72.91473044 86.39526387
[301,] 82.87885187 87.42945213
[302,] 77.17842198 96.59229451
[303,] 87.07066865 91.60357647
[304,] 87.65825784 95.39847857
[305,] 83.22163588 94.98907244
[306,] 81.69586233 93.13964666
[307,] 86.67082491 95.61175366
[308,] 87.90868812 92.69688757
[309,] 87.64110078 99.81618947
[310,] 90.56924040 103.61824670
[311,] 87.87359488 98.42053237
[312,] 91.54932862 100.42368611
[313,] 92.32203130 102.05641316
[314,] 96.60634716 106.85795221
[315,] 93.19796616 103.14405222
[316,] 95.78798425 104.22841141
[317,] 95.11921884 110.89393578
[318,] 95.42776128 104.95722025
[319,] 97.73786154 109.75678412
[320,] 95.56922116 110.61672338
[321,] -9.67514002 11.73788083
[322,] 9.06166344 -2.35548618
[323,] -25.88792068 -3.74395197
[324,] 25.82119392 -6.24908339
[325,] 16.93524789 5.04823362
[326,] 6.25941407 -1.07442780
[327,] -6.39509148 -1.26286332
[328,] 4.05695459 -5.67225834
[329,] -11.34420922 -7.49354217
[330,] 1.43754969 -7.21137035
[331,] 0.20732853 -16.86463646
[332,] 2.26767652 -12.47505441
[333,] -1.11823447 -0.66677693
[334,] 2.05549548 19.19351369
[335,] -4.94592751 17.17747825
[336,] -20.63375328 3.44807735
[337,] -5.22017848 0.57883762
[338,] -19.43019661 2.90233903
[339,] -11.46390182 13.65608295
[340,] 8.48219034 9.79043799
[341,] -13.09883978 2.98372162
[342,] 5.63880080 6.04415255
[343,] 18.37894671 -8.28033884
[344,] 1.19659601 15.50528652
[345,] 1.43994231 -7.20877953
[346,] 21.78575281 4.15155481
[347,] 6.95886465 7.19309213
[348,] -0.37588272 -6.89856125
[349,] -2.93775574 -1.17204082
[350,] -8.71904123 -5.62916041
[351,] 16.21164547 -8.26751739
[352,] 10.65080553 -12.84227310
[353,] -9.41529483 -3.10078414
[354,] 11.49203830 -8.14354973
[355,] -3.09004797 -7.72543595
[356,] -1.03534875 -3.44462522
[357,] 3.28116447 -5.52296612
[358,] -4.69394847 2.63290980
[359,] -8.89402511 -4.94441644
[360,] 9.95926896 -3.58159322
[361,] 8.03713588 1.05897750
[362,] 9.99099661 -1.41523983
[363,] 11.83869523 14.25938805
[364,] 22.17082758 -7.94861059
[365,] 15.11065004 15.81000338
[366,] -9.29787746 -2.60832258
[367,] -10.69143762 -4.50655213
[368,] -13.51552435 5.09923414
[369,] 5.41747317 -20.60825384
[370,] 10.11740808 22.76513079
[371,] 15.49216253 5.79486554
[372,] -15.80965760 2.33380345
[373,] -16.60617382 -3.52249941
[374,] -10.88296819 17.15718966
[375,] -2.98889173 9.80376600
[376,] -1.26766203 2.83318194
[377,] -17.53998081 -6.82424563
[378,] -13.60952256 -11.43246523
[379,] 17.19019570 16.76441620
[380,] 14.93271449 -5.11488556
[381,] -4.84194469 4.87483354
[382,] -10.13879801 3.60349309
[383,] -3.24122464 -5.89972352
[384,] -27.36816803 2.10092431
[385,] 4.65919654 -3.87850449
[386,] -2.54104587 -14.82230630
[387,] 6.19268358 -2.32659909
[388,] 4.61339462 11.38283313
[389,] 0.47275051 -8.06638772
[390,] 5.79949415 -0.89254212
[391,] 0.49213360 -6.77037196
[392,] 4.15307991 10.63459365
[393,] 11.99100426 3.57711895
[394,] 13.12213806 -3.57979495
[395,] 9.10895959 16.60701782
[396,] 13.59021124 -7.85062001
[397,] -8.27591418 -8.19620083
[398,] -8.37810035 -10.32041377
[399,] 22.81103452 -4.05183379
[400,] -6.36374315 -3.44687829
three_long_clust() works
Code
three_long_clust(n = 300, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -16.0467037 -25.5612581 0.0139380306 3.309084e-02
[2,] -20.9264759 -15.3146164 0.0222554683 6.205570e-04
[3,] -21.8761690 -17.4114219 0.0273821183 1.274938e-02
[4,] -13.1455642 -17.7304273 -0.0307347960 2.556577e-02
[5,] -14.8674970 -7.5977741 0.0249599343 -2.704463e-03
[6,] -15.4624321 -18.3190362 0.0402429315 -1.715678e-02
[7,] -18.5963783 -11.3169162 -0.0462197369 2.553369e-02
[8,] -11.8279509 -10.5870916 0.0393223643 -1.342221e-02
[9,] -13.3934029 -12.1782502 -0.0239902109 -2.135242e-02
[10,] -2.0622818 -9.5601395 0.0487629842 -4.435638e-02
[11,] -8.9137352 -13.0844604 0.0055707767 -3.480150e-02
[12,] -9.0653424 -6.3740457 -0.0371936114 7.342764e-03
[13,] -7.2385456 -11.6567474 -0.0436406263 -7.514273e-03
[14,] -7.2170600 -6.5814593 -0.0390775228 1.997895e-02
[15,] -7.5288610 -8.4860154 -0.0227467791 2.137183e-02
[16,] -3.8596656 -4.5122953 0.0276411119 -8.705977e-03
[17,] -4.9349100 -1.9681222 -0.0446881498 1.731751e-02
[18,] -1.9771878 0.1616871 -0.0016349768 -4.477979e-02
[19,] -0.7761219 1.0366824 0.0240139348 4.190433e-02
[20,] 1.9404133 4.0568866 -0.0181266045 2.007988e-02
[21,] 4.0125220 -0.1694892 0.0492232343 -3.115944e-02
[22,] -1.9910612 -2.3940364 0.0329920338 -2.308626e-02
[23,] 1.5463198 0.6846337 -0.0064743672 3.330740e-02
[24,] -0.9829150 8.4204685 -0.0422361016 4.415502e-02
[25,] 5.0429542 4.2088006 0.0344848166 -3.834558e-02
[26,] 6.1167373 4.8901933 -0.0305266531 2.309174e-02
[27,] 6.3311444 6.5255063 -0.0231167459 -8.338904e-03
[28,] 7.4070889 10.4407412 0.0194286022 3.812055e-02
[29,] 5.3644757 4.5013061 0.0001718890 3.733654e-05
[30,] 12.7637388 7.9101129 -0.0340480692 -4.724280e-02
[31,] 9.4129097 4.8495570 0.0237194850 -1.894036e-02
[32,] 8.3135833 12.7682518 -0.0004342598 7.934875e-03
[33,] 13.0878551 11.4358087 0.0482351774 2.471494e-02
[34,] 15.0036939 16.1823120 0.0196492030 -9.015889e-03
[35,] 14.8126897 12.3198517 -0.0194835741 -2.119069e-03
[36,] 13.7261922 21.7839898 0.0159249835 2.862516e-02
[37,] 15.3496554 20.9231865 -0.0245666893 -4.937218e-02
[38,] 20.0009246 16.6966844 0.0478778662 1.189991e-03
[39,] 19.6401678 20.8582021 -0.0021930194 -1.052345e-02
[40,] 16.3699826 22.2503787 -0.0416788434 1.419472e-02
[41,] 18.1074908 16.6723598 0.0231610519 -3.895420e-02
[42,] 17.2502308 17.8112928 0.0262300945 1.607776e-02
[43,] 27.7185437 20.1929271 -0.0370317762 3.519951e-02
[44,] 26.8020245 23.2617120 -0.0346316919 -4.306235e-02
[45,] 20.1990572 21.2610461 0.0410195358 -2.677924e-02
[46,] 27.4218434 16.3570225 0.0166052091 3.370115e-02
[47,] 25.4668159 25.5563893 -0.0305520805 -7.628256e-03
[48,] 30.2956153 24.7494996 -0.0245675498 1.474725e-03
[49,] 28.9897966 26.5917958 -0.0345455090 2.119039e-02
[50,] 31.1175979 34.7087324 -0.0003508595 1.268381e-02
[51,] 37.5562777 26.2056359 -0.0034057023 1.346007e-02
[52,] 31.7245601 35.2633830 -0.0011862537 -1.548746e-02
[53,] 35.2631715 22.2346172 -0.0109603464 -2.307818e-02
[54,] 31.1825996 33.1176209 0.0212193804 4.217972e-02
[55,] 37.4481140 31.6392024 -0.0217553976 4.829483e-02
[56,] 34.0648268 31.8461061 -0.0191707506 2.072083e-02
[57,] 36.5271759 35.6081368 0.0442334460 3.700059e-02
[58,] 32.6778916 36.3437630 -0.0219509164 -2.682958e-02
[59,] 34.9975620 36.0170240 -0.0495311228 5.010260e-03
[60,] 38.6705674 40.8144074 0.0113840646 2.138814e-02
[61,] 40.6935358 41.2197965 0.0155089854 3.384213e-02
[62,] 42.6203033 42.6443931 -0.0401021889 -2.381642e-02
[63,] 42.5615878 44.9614578 0.0163494704 -3.741723e-02
[64,] 41.9233390 47.8598461 -0.0425397867 -2.485847e-02
[65,] 40.2239143 42.7546528 0.0480898142 -1.459736e-03
[66,] 46.5051007 46.3976404 0.0308108424 -4.685443e-03
[67,] 50.7102312 46.2819877 -0.0071905138 -4.021027e-02
[68,] 48.7086295 47.4813781 0.0412790195 4.312391e-02
[69,] 50.4241580 43.4932764 -0.0240459894 1.495112e-02
[70,] 50.9803185 52.2398746 -0.0193376644 -1.122955e-02
[71,] 48.5093001 41.9426477 0.0423996357 4.721409e-02
[72,] 49.9554795 49.7815296 -0.0184977262 -4.704446e-02
[73,] 54.4878673 56.1642905 -0.0198984539 6.842718e-03
[74,] 53.8720433 51.8971797 -0.0116929745 1.286648e-02
[75,] 57.5104327 53.6190597 0.0232275496 -3.359787e-02
[76,] 51.1921070 55.0542044 -0.0192702085 -4.484048e-02
[77,] 56.8210769 52.9739997 -0.0320126913 -4.241089e-02
[78,] 57.2410156 56.8672158 -0.0081955564 -3.371412e-02
[79,] 61.9526535 56.8142231 -0.0313546496 -1.659019e-02
[80,] 60.3940895 58.9470660 0.0244275016 -2.000044e-02
[81,] 62.4142716 62.6013239 -0.0151788390 1.690339e-02
[82,] 56.7711580 64.0401924 -0.0351408962 -9.961860e-03
[83,] 62.2475320 62.1810693 0.0215082376 -2.888342e-02
[84,] 63.9844920 58.5808469 0.0027284850 -2.930204e-02
[85,] 64.4268197 58.3900471 0.0387120224 -4.338725e-02
[86,] 62.5426556 61.6898350 0.0227838194 1.025363e-03
[87,] 64.2801960 63.5998535 0.0251240733 6.947431e-03
[88,] 65.9413552 62.4099121 -0.0464932609 -3.107307e-02
[89,] 73.8527399 65.5662156 0.0199507820 -2.983059e-02
[90,] 73.9734242 67.4712454 -0.0256514851 -3.587464e-03
[91,] 67.4628620 69.2616856 -0.0405866878 3.662836e-02
[92,] 68.3226550 74.3294575 0.0028731658 -2.557130e-02
[93,] 75.0126541 71.5936274 0.0444275602 -4.820601e-02
[94,] 71.7331553 73.4603250 -0.0491111540 -4.970583e-02
[95,] 71.3355200 75.4683324 -0.0416546314 1.212139e-02
[96,] 73.4443100 70.7973729 -0.0341986140 3.294325e-02
[97,] 75.1585787 76.8359327 -0.0086308938 1.258265e-02
[98,] 73.5046204 74.4188297 0.0107749348 -1.569915e-04
[99,] 76.4011764 77.6934416 0.0150154262 -1.541384e-02
[100,] 82.8157596 81.9497914 0.0324984893 3.356151e-02
[101,] 21.1227422 -20.9294867 -0.0357600727 -6.868312e-03
[102,] 18.8716424 -22.3686532 -0.0185067930 2.614086e-02
[103,] 13.9059678 -23.0633409 0.0271053146 2.321119e-02
[104,] 24.8212683 -13.5806975 0.0223568213 -4.151565e-02
[105,] 20.7779629 -12.8840504 0.0360059179 6.862480e-03
[106,] 24.1699965 -20.8183735 -0.0107024108 3.822739e-02
[107,] 23.3778939 -8.8966304 0.0181858625 2.681517e-02
[108,] 24.6640788 -14.1712181 0.0281567011 -3.516757e-02
[109,] 27.6510249 -12.1572738 -0.0038288075 4.175256e-03
[110,] 30.0442810 -10.1986659 -0.0409427823 -4.622971e-02
[111,] 30.5304061 -11.5319234 0.0325093341 3.193288e-02
[112,] 32.0369899 -9.8457284 -0.0205325620 -1.676492e-02
[113,] 31.9014693 -9.2528761 -0.0355930796 3.526906e-02
[114,] 35.5289863 -4.7386588 0.0487806467 3.087604e-02
[115,] 32.0281749 -8.9420475 0.0448191922 1.070080e-02
[116,] 40.6639759 -3.4122532 -0.0439755222 3.229748e-02
[117,] 38.9468167 -2.5208909 0.0361030853 4.542123e-02
[118,] 38.4310301 -6.7686992 -0.0213141399 1.655894e-02
[119,] 34.0445565 -1.0957223 0.0036367978 1.747713e-03
[120,] 39.3357599 -5.1368689 0.0340218931 -3.294439e-02
[121,] 40.4986537 -3.2813741 0.0304943694 4.563259e-02
[122,] 36.4259868 -0.3820704 -0.0085205035 3.535140e-03
[123,] 45.0148875 0.7735584 0.0367266138 1.578933e-02
[124,] 42.4376003 5.4292061 0.0264216963 4.282951e-02
[125,] 39.6239518 4.6105650 0.0091447428 -4.877184e-02
[126,] 40.1864880 2.8783288 -0.0059495745 -1.200973e-02
[127,] 45.0505191 1.0036258 0.0281619394 2.913777e-02
[128,] 47.2288892 10.6068802 -0.0017269597 -1.224266e-02
[129,] 47.2902470 9.7779811 0.0256983434 1.746640e-02
[130,] 48.4605164 9.9630759 0.0496705881 -1.495863e-02
[131,] 50.2583349 8.1038191 -0.0051352489 3.182903e-02
[132,] 49.3059955 11.0928427 0.0273578355 1.085481e-04
[133,] 49.1916225 12.4521021 0.0115915452 3.300351e-02
[134,] 53.6833751 18.2916361 -0.0264064001 -3.553239e-02
[135,] 53.4663906 17.5941203 -0.0198529340 2.355607e-03
[136,] 57.0863156 10.3540628 0.0002438598 -2.481383e-02
[137,] 58.1132490 17.4339721 0.0053096824 4.444729e-02
[138,] 52.3871104 18.5648457 0.0362229523 3.384768e-02
[139,] 58.3352683 13.7312096 0.0193852589 3.985037e-02
[140,] 64.4622573 17.3251035 -0.0093251564 2.217006e-02
[141,] 57.8803094 21.5051598 0.0248719533 2.400772e-02
[142,] 65.8745204 16.8013214 -0.0473052719 3.606880e-03
[143,] 61.0724348 26.7770151 -0.0238977435 -3.080228e-02
[144,] 65.9461483 21.2733067 0.0264777167 -2.536742e-02
[145,] 63.1839135 19.9917226 0.0189059034 -1.347111e-02
[146,] 70.3441853 20.3578872 0.0349754151 -4.044331e-02
[147,] 67.5987940 21.7423731 -0.0457185472 -5.961939e-03
[148,] 68.7169472 22.5802521 -0.0108053458 4.369684e-02
[149,] 68.3890842 30.0340101 0.0427678243 3.528876e-02
[150,] 64.4069261 28.8127041 -0.0155390420 -3.967089e-02
[151,] 69.2556673 27.5522929 0.0102627469 -1.281080e-02
[152,] 68.1644160 28.4227011 0.0254389687 -6.340092e-03
[153,] 74.5999382 28.5498483 0.0178099468 -2.135797e-02
[154,] 74.4361362 35.7519571 0.0105336501 1.863120e-02
[155,] 73.0217485 36.1930467 0.0296980240 2.447875e-02
[156,] 75.7294938 38.7832051 0.0131823413 -3.734830e-02
[157,] 80.1776912 33.1851105 0.0221103435 4.338618e-03
[158,] 75.5286207 41.4805520 0.0194955980 4.281553e-02
[159,] 77.4031617 36.2360345 -0.0343102385 -5.244724e-04
[160,] 76.6045570 34.0746628 0.0354791025 1.928101e-02
[161,] 77.6952372 40.6098573 0.0455530925 -3.568117e-02
[162,] 80.6092074 42.8927501 -0.0444633594 -2.225809e-02
[163,] 80.4028964 36.6397824 0.0278191108 3.982380e-02
[164,] 83.2151198 43.3212244 0.0100205618 4.170410e-02
[165,] 85.2690275 39.4447551 -0.0207915091 3.715181e-02
[166,] 83.3985470 47.3851627 -0.0194021311 -4.220070e-02
[167,] 84.6695505 41.9320165 0.0420285729 2.518827e-03
[168,] 89.6664172 50.9058909 -0.0143736571 -3.659039e-02
[169,] 90.1179658 46.5005071 -0.0471166582 3.716604e-02
[170,] 86.2813128 48.4780254 -0.0011105877 -3.218129e-02
[171,] 88.9000801 46.9081269 -0.0323901738 2.750799e-02
[172,] 85.3368879 49.8631133 -0.0133922930 -1.701060e-02
[173,] 95.3255159 54.6501819 -0.0464529631 3.058774e-02
[174,] 93.5931793 53.9892781 -0.0119273066 2.541549e-02
[175,] 91.0941384 50.6583837 -0.0211618534 -2.644579e-02
[176,] 95.1106552 51.5108012 -0.0163164396 3.796711e-03
[177,] 92.8647678 55.1894893 -0.0154660322 -2.241050e-02
[178,] 99.1790424 56.6677338 0.0006941579 -3.275914e-02
[179,] 94.7654403 57.4982298 -0.0265995397 -1.030154e-02
[180,] 92.2722114 66.8506194 0.0164671519 -2.848918e-02
[181,] 100.3691726 59.2530520 -0.0433949099 4.808778e-02
[182,] 100.3385727 64.8488876 0.0214593931 3.091673e-02
[183,] 103.5902814 61.5705600 -0.0059777297 -2.779407e-02
[184,] 100.4446074 63.6111478 0.0331852962 -1.607059e-02
[185,] 108.4053038 64.3596720 0.0124993692 4.445126e-04
[186,] 104.4963642 61.7101257 -0.0065300648 5.350461e-03
[187,] 103.4919137 64.1717214 0.0411417381 -3.148262e-02
[188,] 107.8754590 70.2337765 0.0247844953 -1.685814e-02
[189,] 111.1043592 68.4373486 -0.0435268620 1.210662e-03
[190,] 109.8438730 68.2281448 0.0458923144 4.850406e-02
[191,] 109.8705405 70.8790928 -0.0046170085 3.640567e-02
[192,] 111.7190571 71.6265022 -0.0450764619 -4.455620e-02
[193,] 115.3952068 67.7999658 -0.0059401513 -6.219088e-03
[194,] 111.9375191 72.5752580 0.0081883668 -4.095101e-03
[195,] 112.9301514 72.8701575 0.0304601316 -6.514969e-03
[196,] 113.9749847 74.8307040 0.0020829631 3.607097e-02
[197,] 115.0910873 77.8821985 0.0304781620 -3.611904e-02
[198,] 116.7131579 78.4439615 -0.0425765788 4.177381e-02
[199,] 118.2743235 81.0791120 0.0114159942 -3.687107e-02
[200,] 116.8948203 81.9741286 0.0233740703 -3.089587e-02
[201,] -6.0467037 4.4387419 -0.0339096562 -4.841946e-02
[202,] -10.9264759 14.6853836 0.0414377427 -3.479588e-02
[203,] -11.8761690 12.5885781 0.0374152880 -7.765238e-03
[204,] -3.1455642 12.2695727 -0.0403944338 8.493012e-03
[205,] -4.8674970 22.4022259 -0.0284535438 -4.367337e-02
[206,] -5.4624321 11.6809638 -0.0143401542 1.733485e-02
[207,] -8.5963783 18.6830838 -0.0150897518 -2.077300e-02
[208,] -1.8279509 19.4129084 0.0294666313 -1.581126e-03
[209,] -3.3934029 17.8217498 0.0268727275 2.578530e-02
[210,] 7.9377182 20.4398605 -0.0245010051 -4.158560e-02
[211,] 1.0862648 16.9155396 -0.0323609477 3.239401e-02
[212,] 0.9346576 23.6259543 0.0283407058 -3.571340e-03
[213,] 2.7614544 18.3432526 -0.0101760890 2.804938e-02
[214,] 2.7829400 23.4185407 0.0049510104 -1.635639e-02
[215,] 2.4711390 21.5139846 0.0093291366 1.459011e-02
[216,] 6.1403344 25.4877047 -0.0092357021 -1.896442e-02
[217,] 5.0650900 28.0318778 -0.0142444834 8.057138e-03
[218,] 8.0228122 30.1616871 -0.0276593626 4.193794e-02
[219,] 9.2238781 31.0366824 0.0235752249 9.387194e-03
[220,] 11.9404133 34.0568866 0.0009247106 7.353027e-03
[221,] 14.0125220 29.8305108 -0.0222653301 4.049259e-02
[222,] 8.0089388 27.6059636 -0.0108763634 1.485700e-02
[223,] 11.5463198 30.6846337 0.0049058254 -2.303922e-02
[224,] 9.0170850 38.4204685 0.0245505164 -1.958080e-02
[225,] 15.0429542 34.2088006 0.0016452796 2.439304e-02
[226,] 16.1167373 34.8901933 0.0233802950 -1.207646e-02
[227,] 16.3311444 36.5255063 0.0460393964 1.496986e-02
[228,] 17.4070889 40.4407412 -0.0332867402 2.234558e-03
[229,] 15.3644757 34.5013061 -0.0406457410 -2.836664e-02
[230,] 22.7637388 37.9101129 0.0129818394 -4.881061e-02
[231,] 19.4129097 34.8495570 0.0013812454 4.935234e-02
[232,] 18.3135833 42.7682518 0.0099141791 1.414081e-02
[233,] 23.0878551 41.4358087 0.0025305262 7.169498e-03
[234,] 25.0036939 46.1823120 0.0272961495 -3.040587e-02
[235,] 24.8126897 42.3198517 -0.0497736051 -3.201353e-02
[236,] 23.7261922 51.7839898 0.0373848314 -4.102860e-02
[237,] 25.3496554 50.9231865 0.0178189527 4.011197e-02
[238,] 30.0009246 46.6966844 -0.0290966723 3.823476e-03
[239,] 29.6401678 50.8582021 -0.0376571369 -1.490164e-02
[240,] 26.3699826 52.2503787 0.0122225274 -4.937804e-02
[241,] 28.1074908 46.6723598 0.0207520892 2.975896e-02
[242,] 27.2502308 47.8112928 -0.0489874637 -4.884075e-02
[243,] 37.7185437 50.1929271 0.0319272961 -1.858960e-02
[244,] 36.8020245 53.2617120 -0.0234734462 8.801401e-03
[245,] 30.1990572 51.2610461 -0.0392798880 1.339276e-03
[246,] 37.4218434 46.3570225 -0.0412171215 1.764744e-02
[247,] 35.4668159 55.5563893 0.0392849744 2.702126e-03
[248,] 40.2956153 54.7494996 -0.0370253569 -4.090619e-02
[249,] 38.9897966 56.5917958 -0.0145395615 -6.385344e-03
[250,] 41.1175979 64.7087324 -0.0151166953 -3.685905e-02
[251,] 47.5562777 56.2056359 0.0208508563 3.503112e-02
[252,] 41.7245601 65.2633830 -0.0263127579 -8.227978e-03
[253,] 45.2631715 52.2346172 -0.0392443858 4.318322e-02
[254,] 41.1825996 63.1176209 -0.0396260771 -4.268886e-02
[255,] 47.4481140 61.6392024 -0.0360179453 3.545460e-02
[256,] 44.0648268 61.8461061 0.0213240878 -2.309860e-02
[257,] 46.5271759 65.6081368 0.0479957431 -3.377105e-02
[258,] 42.6778916 66.3437630 0.0395506542 -3.713369e-02
[259,] 44.9975620 66.0170240 0.0335367842 -2.504078e-02
[260,] 48.6705674 70.8144074 -0.0037490580 -2.202144e-02
[261,] 50.6935358 71.2197965 -0.0256192339 2.576198e-02
[262,] 52.6203033 72.6443931 0.0432805400 4.108143e-02
[263,] 52.5615878 74.9614578 0.0265724259 4.886903e-02
[264,] 51.9233390 77.8598461 0.0024829366 -2.070392e-02
[265,] 50.2239143 72.7546528 -0.0206748786 2.479276e-02
[266,] 56.5051007 76.3976404 0.0290983000 3.753685e-02
[267,] 60.7102312 76.2819877 -0.0052619396 -4.474088e-02
[268,] 58.7086295 77.4813781 -0.0012253103 -4.821559e-02
[269,] 60.4241580 73.4932764 0.0257397868 -3.799170e-02
[270,] 60.9803185 82.2398746 0.0492021148 -2.464728e-02
[271,] 58.5093001 71.9426477 -0.0038281123 -8.387998e-03
[272,] 59.9554795 79.7815296 0.0484013313 -2.661362e-02
[273,] 64.4878673 86.1642905 -0.0162242120 1.794084e-02
[274,] 63.8720433 81.8971797 -0.0470545943 3.887252e-02
[275,] 67.5104327 83.6190597 0.0055834409 -4.374773e-02
[276,] 61.1921070 85.0542044 0.0185618917 -2.679644e-02
[277,] 66.8210769 82.9739997 0.0393190964 -3.733186e-02
[278,] 67.2410156 86.8672158 0.0213096378 1.296832e-02
[279,] 71.9526535 86.8142231 -0.0234274061 -3.788711e-02
[280,] 70.3940895 88.9470660 -0.0293364196 1.547613e-02
[281,] 72.4142716 92.6013239 0.0267114585 4.698165e-02
[282,] 66.7711580 94.0401924 0.0028744341 3.856291e-02
[283,] 72.2475320 92.1810693 0.0433571625 -8.757659e-03
[284,] 73.9844920 88.5808469 -0.0356078255 -2.861032e-02
[285,] 74.4268197 88.3900471 0.0475948478 2.840946e-02
[286,] 72.5426556 91.6898350 0.0241484647 5.369577e-03
[287,] 74.2801960 93.5998535 0.0375258525 -3.227090e-02
[288,] 75.9413552 92.4099121 0.0468080780 -3.542723e-02
[289,] 83.8527399 95.5662156 -0.0377881441 -3.539199e-03
[290,] 83.9734242 97.4712454 -0.0490372739 -1.398847e-02
[291,] 77.4628620 99.2616856 -0.0016966163 -3.608108e-02
[292,] 78.3226550 104.3294575 -0.0175773777 4.937051e-03
[293,] 85.0126541 101.5936274 0.0105857869 4.895686e-02
[294,] 81.7331553 103.4603250 -0.0377988065 -3.697397e-02
[295,] 81.3355200 105.4683324 -0.0091741279 2.681811e-02
[296,] 83.4443100 100.7973729 0.0452865537 3.807928e-02
[297,] 85.1585787 106.8359327 0.0262750590 -7.696998e-03
[298,] 83.5046204 104.4188297 -0.0248023016 -2.305322e-02
[299,] 86.4011764 107.6934416 -0.0186367779 -4.300337e-02
[300,] 92.8157596 111.9497914 -0.0442824661 4.845613e-02
Code
three_long_clust(n = 300, num_noise = 0)
Output
[,1] [,2]
[1,] -20.81524680 -16.7599828
[2,] -15.90994897 -19.0586419
[3,] -21.57816080 -18.0270369
[4,] -10.69722800 -16.4261010
[5,] -12.91944022 -10.2739298
[6,] -13.52970162 -16.9642464
[7,] -9.56245229 -15.6150211
[8,] -11.14907869 -8.2872655
[9,] -10.28690177 -16.7989354
[10,] -10.46822779 -9.8555052
[11,] -11.64421719 -9.3619132
[12,] -10.40560630 -13.7162287
[13,] -9.98095746 -4.7883084
[14,] -1.90409219 -5.4984426
[15,] -9.92553449 -11.2873021
[16,] -7.07806941 -3.3881165
[17,] -9.08804725 -3.6437084
[18,] -4.18644313 -0.2975438
[19,] -1.88946377 -2.5131268
[20,] 0.12886552 -2.4616926
[21,] -1.03788187 -2.1890396
[22,] 5.32767320 -2.9915813
[23,] -3.94581258 2.9821394
[24,] 7.34173366 6.3515088
[25,] 5.84257961 4.8698328
[26,] 4.38537328 3.2139623
[27,] 7.21214384 7.0755408
[28,] 4.47895086 5.4408091
[29,] 2.21812821 8.3297713
[30,] 4.92119887 13.8205787
[31,] 11.72301917 11.1079954
[32,] 13.80519788 5.7733325
[33,] 8.97552361 10.3865045
[34,] 14.59999635 15.6639452
[35,] 16.13519624 14.5148380
[36,] 13.83554671 19.3502553
[37,] 17.66709811 17.7665362
[38,] 15.90037585 16.4906719
[39,] 12.80170512 20.0096688
[40,] 18.12535158 24.5596604
[41,] 19.81818035 18.1624423
[42,] 18.75747104 17.3651453
[43,] 19.37373932 29.5946286
[44,] 24.62477459 20.8393073
[45,] 30.03681226 26.2555926
[46,] 27.57722348 23.5409980
[47,] 29.71262107 24.1931810
[48,] 28.71988642 30.1846940
[49,] 31.33520771 25.2511943
[50,] 30.26263472 30.1779014
[51,] 33.81543213 28.2063042
[52,] 31.88286414 29.6688064
[53,] 33.91493739 34.6502000
[54,] 32.67113002 33.4066964
[55,] 36.02236927 33.1364884
[56,] 35.83096212 35.4962021
[57,] 28.79278474 35.4657067
[58,] 35.64497432 29.7590280
[59,] 42.36164811 37.3931214
[60,] 40.93225738 31.3934131
[61,] 34.79847208 43.5985648
[62,] 38.53804241 36.2230275
[63,] 37.99366932 48.3383358
[64,] 39.90633323 48.8228223
[65,] 47.24847001 43.0270449
[66,] 48.13083442 40.8698279
[67,] 45.94177234 46.8385311
[68,] 44.76710839 48.1358601
[69,] 45.62971067 47.5513760
[70,] 43.71480315 50.9615505
[71,] 50.95860560 47.3419936
[72,] 52.31470855 51.6866608
[73,] 54.83116777 52.4025391
[74,] 53.74434488 57.5079339
[75,] 53.05804646 52.9974577
[76,] 52.31273508 55.9849803
[77,] 57.98124858 54.8990235
[78,] 54.00276970 55.0347016
[79,] 62.42633011 57.6723269
[80,] 59.30550523 54.7115265
[81,] 62.34450881 60.0488571
[82,] 59.47856075 61.6045702
[83,] 68.76367034 62.3210602
[84,] 62.17122767 62.9527286
[85,] 62.67680201 59.6388312
[86,] 64.09774284 66.0139989
[87,] 64.71587213 62.4558557
[88,] 66.68217975 66.8401422
[89,] 70.51383502 69.6952017
[90,] 69.24621674 69.3343579
[91,] 71.24160822 71.4087110
[92,] 71.34134796 68.9161474
[93,] 72.14238061 71.2613944
[94,] 74.43142688 73.8336567
[95,] 72.34996780 77.6204170
[96,] 76.99748822 78.8815196
[97,] 77.07499544 71.9013304
[98,] 74.49138788 73.5792573
[99,] 83.54757527 82.4663244
[100,] 76.57958234 81.3932511
[101,] 13.61631918 -25.0767146
[102,] 19.09565289 -17.5746272
[103,] 19.48657115 -22.2071591
[104,] 31.87877456 -12.4641140
[105,] 22.16320731 -14.2205776
[106,] 22.91238680 -16.4537937
[107,] 20.99850526 -16.3833670
[108,] 26.42419526 -7.2390373
[109,] 25.32129819 -12.9085187
[110,] 24.88790559 -11.0870274
[111,] 24.78006686 -10.8416017
[112,] 27.94697624 -11.1134139
[113,] 30.57082655 -11.2494271
[114,] 30.38560917 -7.7406040
[115,] 29.62112151 -12.7970459
[116,] 40.50578050 -4.3478161
[117,] 37.86046830 -1.4172082
[118,] 34.75644435 -3.8527083
[119,] 40.24802739 -0.6164660
[120,] 44.97170054 -3.1481871
[121,] 42.01095664 2.3798700
[122,] 45.73869771 3.4956825
[123,] 44.42946789 -3.4337404
[124,] 37.24958249 5.3486196
[125,] 45.25499129 5.0265441
[126,] 44.02857983 5.7875864
[127,] 49.79068940 8.7377184
[128,] 49.04721632 10.9111895
[129,] 45.99894001 12.3015556
[130,] 43.89661991 12.6984255
[131,] 53.80559042 9.1380671
[132,] 52.68274644 7.4571285
[133,] 54.24702983 11.0629204
[134,] 50.44330365 10.6959173
[135,] 49.83905886 14.3845958
[136,] 53.70337859 13.3596828
[137,] 56.81561073 15.3132698
[138,] 60.48141168 18.8554542
[139,] 57.29735280 17.2157295
[140,] 55.74407984 19.3000049
[141,] 56.78681516 20.4091698
[142,] 67.99036813 23.0286579
[143,] 61.50447059 18.7792790
[144,] 65.99809821 24.3016117
[145,] 65.23634055 24.2681585
[146,] 62.67455832 26.6920089
[147,] 65.51469207 18.8743035
[148,] 61.62110946 24.2118846
[149,] 70.27023683 33.6459492
[150,] 74.77280838 30.8302168
[151,] 68.02566547 26.3895927
[152,] 70.27960764 31.5758661
[153,] 72.07051645 29.1268936
[154,] 77.82244027 29.2402044
[155,] 72.93006528 33.2005578
[156,] 74.03551426 40.8311061
[157,] 82.11741972 33.5283622
[158,] 74.44652531 39.8823293
[159,] 80.19598015 33.2497001
[160,] 81.02090423 41.4496083
[161,] 86.35986230 35.8265616
[162,] 82.68670867 37.6988900
[163,] 85.68393454 42.7486832
[164,] 80.56531610 41.5712801
[165,] 81.59525282 46.5087853
[166,] 88.12184039 47.7360245
[167,] 86.80642012 49.4730906
[168,] 87.41054292 43.5372454
[169,] 89.79657707 43.1417723
[170,] 92.44846429 51.3036130
[171,] 85.64103124 47.6485613
[172,] 90.21603687 52.8892664
[173,] 88.72581386 45.9727281
[174,] 92.87534476 54.3000930
[175,] 91.05200325 56.3985862
[176,] 90.39243501 53.5134085
[177,] 94.80876267 49.9035834
[178,] 103.17065732 59.0487770
[179,] 95.67490054 54.0590634
[180,] 101.65182958 61.6439060
[181,] 97.24606184 60.2403893
[182,] 98.55319221 64.1275953
[183,] 104.19470265 60.8738262
[184,] 104.05762167 66.3824659
[185,] 98.98337590 61.2227990
[186,] 101.40308308 61.8008218
[187,] 105.26419441 65.7406601
[188,] 104.33359566 68.4432663
[189,] 109.85561476 68.2967381
[190,] 105.40691519 68.6546948
[191,] 112.23455904 70.5426073
[192,] 107.30332510 72.9634223
[193,] 115.45300258 69.4260795
[194,] 114.63109191 69.0582602
[195,] 111.37783458 77.3479751
[196,] 111.63196288 76.2295241
[197,] 113.66350928 75.3416619
[198,] 118.43819264 80.1269371
[199,] 119.83548168 76.8573198
[200,] 117.18767345 81.5206893
[201,] -10.81524680 13.2400172
[202,] -5.90994897 10.9413581
[203,] -11.57816080 11.9729631
[204,] -0.69722800 13.5738990
[205,] -2.91944022 19.7260702
[206,] -3.52970162 13.0357536
[207,] 0.43754771 14.3849789
[208,] -1.14907869 21.7127345
[209,] -0.28690177 13.2010646
[210,] -0.46822779 20.1444948
[211,] -1.64421719 20.6380868
[212,] -0.40560630 16.2837713
[213,] 0.01904254 25.2116916
[214,] 8.09590781 24.5015574
[215,] 0.07446551 18.7126979
[216,] 2.92193059 26.6118835
[217,] 0.91195275 26.3562916
[218,] 5.81355687 29.7024562
[219,] 8.11053623 27.4868732
[220,] 10.12886552 27.5383074
[221,] 8.96211813 27.8109604
[222,] 15.32767320 27.0084187
[223,] 6.05418742 32.9821394
[224,] 17.34173366 36.3515088
[225,] 15.84257961 34.8698328
[226,] 14.38537328 33.2139623
[227,] 17.21214384 37.0755408
[228,] 14.47895086 35.4408091
[229,] 12.21812821 38.3297713
[230,] 14.92119887 43.8205787
[231,] 21.72301917 41.1079954
[232,] 23.80519788 35.7733325
[233,] 18.97552361 40.3865045
[234,] 24.59999635 45.6639452
[235,] 26.13519624 44.5148380
[236,] 23.83554671 49.3502553
[237,] 27.66709811 47.7665362
[238,] 25.90037585 46.4906719
[239,] 22.80170512 50.0096688
[240,] 28.12535158 54.5596604
[241,] 29.81818035 48.1624423
[242,] 28.75747104 47.3651453
[243,] 29.37373932 59.5946286
[244,] 34.62477459 50.8393073
[245,] 40.03681226 56.2555926
[246,] 37.57722348 53.5409980
[247,] 39.71262107 54.1931810
[248,] 38.71988642 60.1846940
[249,] 41.33520771 55.2511943
[250,] 40.26263472 60.1779014
[251,] 43.81543213 58.2063042
[252,] 41.88286414 59.6688064
[253,] 43.91493739 64.6502000
[254,] 42.67113002 63.4066964
[255,] 46.02236927 63.1364884
[256,] 45.83096212 65.4962021
[257,] 38.79278474 65.4657067
[258,] 45.64497432 59.7590280
[259,] 52.36164811 67.3931214
[260,] 50.93225738 61.3934131
[261,] 44.79847208 73.5985648
[262,] 48.53804241 66.2230275
[263,] 47.99366932 78.3383358
[264,] 49.90633323 78.8228223
[265,] 57.24847001 73.0270449
[266,] 58.13083442 70.8698279
[267,] 55.94177234 76.8385311
[268,] 54.76710839 78.1358601
[269,] 55.62971067 77.5513760
[270,] 53.71480315 80.9615505
[271,] 60.95860560 77.3419936
[272,] 62.31470855 81.6866608
[273,] 64.83116777 82.4025391
[274,] 63.74434488 87.5079339
[275,] 63.05804646 82.9974577
[276,] 62.31273508 85.9849803
[277,] 67.98124858 84.8990235
[278,] 64.00276970 85.0347016
[279,] 72.42633011 87.6723269
[280,] 69.30550523 84.7115265
[281,] 72.34450881 90.0488571
[282,] 69.47856075 91.6045702
[283,] 78.76367034 92.3210602
[284,] 72.17122767 92.9527286
[285,] 72.67680201 89.6388312
[286,] 74.09774284 96.0139989
[287,] 74.71587213 92.4558557
[288,] 76.68217975 96.8401422
[289,] 80.51383502 99.6952017
[290,] 79.24621674 99.3343579
[291,] 81.24160822 101.4087110
[292,] 81.34134796 98.9161474
[293,] 82.14238061 101.2613944
[294,] 84.43142688 103.8336567
[295,] 82.34996780 107.6204170
[296,] 86.99748822 108.8815196
[297,] 87.07499544 101.9013304
[298,] 84.49138788 103.5792573
[299,] 93.54757527 112.4663244
[300,] 86.57958234 111.3932511
two_long_clust_diff() works
Code
two_long_clust_diff(n = 300, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4]
[1,] -16.0467037 -25.5612581 0.0139380306 3.309084e-02
[2,] -20.9264759 -15.3146164 0.0222554683 6.205570e-04
[3,] -21.8761690 -17.4114219 0.0273821183 1.274938e-02
[4,] -13.1455642 -17.7304273 -0.0307347960 2.556577e-02
[5,] -14.8674970 -7.5977741 0.0249599343 -2.704463e-03
[6,] -15.4624321 -18.3190362 0.0402429315 -1.715678e-02
[7,] -18.5963783 -11.3169162 -0.0462197369 2.553369e-02
[8,] -11.8279509 -10.5870916 0.0393223643 -1.342221e-02
[9,] -13.3934029 -12.1782502 -0.0239902109 -2.135242e-02
[10,] -2.0622818 -9.5601395 0.0487629842 -4.435638e-02
[11,] -8.9137352 -13.0844604 0.0055707767 -3.480150e-02
[12,] -9.0653424 -6.3740457 -0.0371936114 7.342764e-03
[13,] -7.2385456 -11.6567474 -0.0436406263 -7.514273e-03
[14,] -7.2170600 -6.5814593 -0.0390775228 1.997895e-02
[15,] -7.5288610 -8.4860154 -0.0227467791 2.137183e-02
[16,] -3.8596656 -4.5122953 0.0276411119 -8.705977e-03
[17,] -4.9349100 -1.9681222 -0.0446881498 1.731751e-02
[18,] -1.9771878 0.1616871 -0.0016349768 -4.477979e-02
[19,] -0.7761219 1.0366824 0.0240139348 4.190433e-02
[20,] 1.9404133 4.0568866 -0.0181266045 2.007988e-02
[21,] 4.0125220 -0.1694892 0.0492232343 -3.115944e-02
[22,] -1.9910612 -2.3940364 0.0329920338 -2.308626e-02
[23,] 1.5463198 0.6846337 -0.0064743672 3.330740e-02
[24,] -0.9829150 8.4204685 -0.0422361016 4.415502e-02
[25,] 5.0429542 4.2088006 0.0344848166 -3.834558e-02
[26,] 6.1167373 4.8901933 -0.0305266531 2.309174e-02
[27,] 6.3311444 6.5255063 -0.0231167459 -8.338904e-03
[28,] 7.4070889 10.4407412 0.0194286022 3.812055e-02
[29,] 5.3644757 4.5013061 0.0001718890 3.733654e-05
[30,] 12.7637388 7.9101129 -0.0340480692 -4.724280e-02
[31,] 9.4129097 4.8495570 0.0237194850 -1.894036e-02
[32,] 8.3135833 12.7682518 -0.0004342598 7.934875e-03
[33,] 13.0878551 11.4358087 0.0482351774 2.471494e-02
[34,] 15.0036939 16.1823120 0.0196492030 -9.015889e-03
[35,] 14.8126897 12.3198517 -0.0194835741 -2.119069e-03
[36,] 13.7261922 21.7839898 0.0159249835 2.862516e-02
[37,] 15.3496554 20.9231865 -0.0245666893 -4.937218e-02
[38,] 20.0009246 16.6966844 0.0478778662 1.189991e-03
[39,] 19.6401678 20.8582021 -0.0021930194 -1.052345e-02
[40,] 16.3699826 22.2503787 -0.0416788434 1.419472e-02
[41,] 18.1074908 16.6723598 0.0231610519 -3.895420e-02
[42,] 17.2502308 17.8112928 0.0262300945 1.607776e-02
[43,] 27.7185437 20.1929271 -0.0370317762 3.519951e-02
[44,] 26.8020245 23.2617120 -0.0346316919 -4.306235e-02
[45,] 20.1990572 21.2610461 0.0410195358 -2.677924e-02
[46,] 27.4218434 16.3570225 0.0166052091 3.370115e-02
[47,] 25.4668159 25.5563893 -0.0305520805 -7.628256e-03
[48,] 30.2956153 24.7494996 -0.0245675498 1.474725e-03
[49,] 28.9897966 26.5917958 -0.0345455090 2.119039e-02
[50,] 31.1175979 34.7087324 -0.0003508595 1.268381e-02
[51,] 37.5562777 26.2056359 -0.0034057023 1.346007e-02
[52,] 31.7245601 35.2633830 -0.0011862537 -1.548746e-02
[53,] 35.2631715 22.2346172 -0.0109603464 -2.307818e-02
[54,] 31.1825996 33.1176209 0.0212193804 4.217972e-02
[55,] 37.4481140 31.6392024 -0.0217553976 4.829483e-02
[56,] 34.0648268 31.8461061 -0.0191707506 2.072083e-02
[57,] 36.5271759 35.6081368 0.0442334460 3.700059e-02
[58,] 32.6778916 36.3437630 -0.0219509164 -2.682958e-02
[59,] 34.9975620 36.0170240 -0.0495311228 5.010260e-03
[60,] 38.6705674 40.8144074 0.0113840646 2.138814e-02
[61,] 40.6935358 41.2197965 0.0155089854 3.384213e-02
[62,] 42.6203033 42.6443931 -0.0401021889 -2.381642e-02
[63,] 42.5615878 44.9614578 0.0163494704 -3.741723e-02
[64,] 41.9233390 47.8598461 -0.0425397867 -2.485847e-02
[65,] 40.2239143 42.7546528 0.0480898142 -1.459736e-03
[66,] 46.5051007 46.3976404 0.0308108424 -4.685443e-03
[67,] 50.7102312 46.2819877 -0.0071905138 -4.021027e-02
[68,] 48.7086295 47.4813781 0.0412790195 4.312391e-02
[69,] 50.4241580 43.4932764 -0.0240459894 1.495112e-02
[70,] 50.9803185 52.2398746 -0.0193376644 -1.122955e-02
[71,] 48.5093001 41.9426477 0.0423996357 4.721409e-02
[72,] 49.9554795 49.7815296 -0.0184977262 -4.704446e-02
[73,] 54.4878673 56.1642905 -0.0198984539 6.842718e-03
[74,] 53.8720433 51.8971797 -0.0116929745 1.286648e-02
[75,] 57.5104327 53.6190597 0.0232275496 -3.359787e-02
[76,] 51.1921070 55.0542044 -0.0192702085 -4.484048e-02
[77,] 56.8210769 52.9739997 -0.0320126913 -4.241089e-02
[78,] 57.2410156 56.8672158 -0.0081955564 -3.371412e-02
[79,] 61.9526535 56.8142231 -0.0313546496 -1.659019e-02
[80,] 60.3940895 58.9470660 0.0244275016 -2.000044e-02
[81,] 62.4142716 62.6013239 -0.0151788390 1.690339e-02
[82,] 56.7711580 64.0401924 -0.0351408962 -9.961860e-03
[83,] 62.2475320 62.1810693 0.0215082376 -2.888342e-02
[84,] 63.9844920 58.5808469 0.0027284850 -2.930204e-02
[85,] 64.4268197 58.3900471 0.0387120224 -4.338725e-02
[86,] 62.5426556 61.6898350 0.0227838194 1.025363e-03
[87,] 64.2801960 63.5998535 0.0251240733 6.947431e-03
[88,] 65.9413552 62.4099121 -0.0464932609 -3.107307e-02
[89,] 73.8527399 65.5662156 0.0199507820 -2.983059e-02
[90,] 73.9734242 67.4712454 -0.0256514851 -3.587464e-03
[91,] 67.4628620 69.2616856 -0.0405866878 3.662836e-02
[92,] 68.3226550 74.3294575 0.0028731658 -2.557130e-02
[93,] 75.0126541 71.5936274 0.0444275602 -4.820601e-02
[94,] 71.7331553 73.4603250 -0.0491111540 -4.970583e-02
[95,] 71.3355200 75.4683324 -0.0416546314 1.212139e-02
[96,] 73.4443100 70.7973729 -0.0341986140 3.294325e-02
[97,] 75.1585787 76.8359327 -0.0086308938 1.258265e-02
[98,] 73.5046204 74.4188297 0.0107749348 -1.569915e-04
[99,] 76.4011764 77.6934416 0.0150154262 -1.541384e-02
[100,] 82.8157596 81.9497914 0.0324984893 3.356151e-02
[101,] 21.1227422 -20.9294867 -0.0357600727 -6.868312e-03
[102,] 18.8716424 -22.3686532 -0.0185067930 2.614086e-02
[103,] 13.9059678 -23.0633409 0.0271053146 2.321119e-02
[104,] 24.8212683 -13.5806975 0.0223568213 -4.151565e-02
[105,] 20.7779629 -12.8840504 0.0360059179 6.862480e-03
[106,] 24.1699965 -20.8183735 -0.0107024108 3.822739e-02
[107,] 23.3778939 -8.8966304 0.0181858625 2.681517e-02
[108,] 24.6640788 -14.1712181 0.0281567011 -3.516757e-02
[109,] 27.6510249 -12.1572738 -0.0038288075 4.175256e-03
[110,] 30.0442810 -10.1986659 -0.0409427823 -4.622971e-02
[111,] 30.5304061 -11.5319234 0.0325093341 3.193288e-02
[112,] 32.0369899 -9.8457284 -0.0205325620 -1.676492e-02
[113,] 31.9014693 -9.2528761 -0.0355930796 3.526906e-02
[114,] 35.5289863 -4.7386588 0.0487806467 3.087604e-02
[115,] 32.0281749 -8.9420475 0.0448191922 1.070080e-02
[116,] 40.6639759 -3.4122532 -0.0439755222 3.229748e-02
[117,] 38.9468167 -2.5208909 0.0361030853 4.542123e-02
[118,] 38.4310301 -6.7686992 -0.0213141399 1.655894e-02
[119,] 34.0445565 -1.0957223 0.0036367978 1.747713e-03
[120,] 39.3357599 -5.1368689 0.0340218931 -3.294439e-02
[121,] 40.4986537 -3.2813741 0.0304943694 4.563259e-02
[122,] 36.4259868 -0.3820704 -0.0085205035 3.535140e-03
[123,] 45.0148875 0.7735584 0.0367266138 1.578933e-02
[124,] 42.4376003 5.4292061 0.0264216963 4.282951e-02
[125,] 39.6239518 4.6105650 0.0091447428 -4.877184e-02
[126,] 40.1864880 2.8783288 -0.0059495745 -1.200973e-02
[127,] 45.0505191 1.0036258 0.0281619394 2.913777e-02
[128,] 47.2288892 10.6068802 -0.0017269597 -1.224266e-02
[129,] 47.2902470 9.7779811 0.0256983434 1.746640e-02
[130,] 48.4605164 9.9630759 0.0496705881 -1.495863e-02
[131,] 50.2583349 8.1038191 -0.0051352489 3.182903e-02
[132,] 49.3059955 11.0928427 0.0273578355 1.085481e-04
[133,] 49.1916225 12.4521021 0.0115915452 3.300351e-02
[134,] 53.6833751 18.2916361 -0.0264064001 -3.553239e-02
[135,] 53.4663906 17.5941203 -0.0198529340 2.355607e-03
[136,] 57.0863156 10.3540628 0.0002438598 -2.481383e-02
[137,] 58.1132490 17.4339721 0.0053096824 4.444729e-02
[138,] 52.3871104 18.5648457 0.0362229523 3.384768e-02
[139,] 58.3352683 13.7312096 0.0193852589 3.985037e-02
[140,] 64.4622573 17.3251035 -0.0093251564 2.217006e-02
[141,] 57.8803094 21.5051598 0.0248719533 2.400772e-02
[142,] 65.8745204 16.8013214 -0.0473052719 3.606880e-03
[143,] 61.0724348 26.7770151 -0.0238977435 -3.080228e-02
[144,] 65.9461483 21.2733067 0.0264777167 -2.536742e-02
[145,] 63.1839135 19.9917226 0.0189059034 -1.347111e-02
[146,] 70.3441853 20.3578872 0.0349754151 -4.044331e-02
[147,] 67.5987940 21.7423731 -0.0457185472 -5.961939e-03
[148,] 68.7169472 22.5802521 -0.0108053458 4.369684e-02
[149,] 68.3890842 30.0340101 0.0427678243 3.528876e-02
[150,] 64.4069261 28.8127041 -0.0155390420 -3.967089e-02
[151,] 69.2556673 27.5522929 0.0102627469 -1.281080e-02
[152,] 68.1644160 28.4227011 0.0254389687 -6.340092e-03
[153,] 74.5999382 28.5498483 0.0178099468 -2.135797e-02
[154,] 74.4361362 35.7519571 0.0105336501 1.863120e-02
[155,] 73.0217485 36.1930467 0.0296980240 2.447875e-02
[156,] 75.7294938 38.7832051 0.0131823413 -3.734830e-02
[157,] 80.1776912 33.1851105 0.0221103435 4.338618e-03
[158,] 75.5286207 41.4805520 0.0194955980 4.281553e-02
[159,] 77.4031617 36.2360345 -0.0343102385 -5.244724e-04
[160,] 76.6045570 34.0746628 0.0354791025 1.928101e-02
[161,] 77.6952372 40.6098573 0.0455530925 -3.568117e-02
[162,] 80.6092074 42.8927501 -0.0444633594 -2.225809e-02
[163,] 80.4028964 36.6397824 0.0278191108 3.982380e-02
[164,] 83.2151198 43.3212244 0.0100205618 4.170410e-02
[165,] 85.2690275 39.4447551 -0.0207915091 3.715181e-02
[166,] 83.3985470 47.3851627 -0.0194021311 -4.220070e-02
[167,] 84.6695505 41.9320165 0.0420285729 2.518827e-03
[168,] 89.6664172 50.9058909 -0.0143736571 -3.659039e-02
[169,] 90.1179658 46.5005071 -0.0471166582 3.716604e-02
[170,] 86.2813128 48.4780254 -0.0011105877 -3.218129e-02
[171,] 88.9000801 46.9081269 -0.0323901738 2.750799e-02
[172,] 85.3368879 49.8631133 -0.0133922930 -1.701060e-02
[173,] 95.3255159 54.6501819 -0.0464529631 3.058774e-02
[174,] 93.5931793 53.9892781 -0.0119273066 2.541549e-02
[175,] 91.0941384 50.6583837 -0.0211618534 -2.644579e-02
[176,] 95.1106552 51.5108012 -0.0163164396 3.796711e-03
[177,] 92.8647678 55.1894893 -0.0154660322 -2.241050e-02
[178,] 99.1790424 56.6677338 0.0006941579 -3.275914e-02
[179,] 94.7654403 57.4982298 -0.0265995397 -1.030154e-02
[180,] 92.2722114 66.8506194 0.0164671519 -2.848918e-02
[181,] 100.3691726 59.2530520 -0.0433949099 4.808778e-02
[182,] 100.3385727 64.8488876 0.0214593931 3.091673e-02
[183,] 103.5902814 61.5705600 -0.0059777297 -2.779407e-02
[184,] 100.4446074 63.6111478 0.0331852962 -1.607059e-02
[185,] 108.4053038 64.3596720 0.0124993692 4.445126e-04
[186,] 104.4963642 61.7101257 -0.0065300648 5.350461e-03
[187,] 103.4919137 64.1717214 0.0411417381 -3.148262e-02
[188,] 107.8754590 70.2337765 0.0247844953 -1.685814e-02
[189,] 111.1043592 68.4373486 -0.0435268620 1.210662e-03
[190,] 109.8438730 68.2281448 0.0458923144 4.850406e-02
[191,] 109.8705405 70.8790928 -0.0046170085 3.640567e-02
[192,] 111.7190571 71.6265022 -0.0450764619 -4.455620e-02
[193,] 115.3952068 67.7999658 -0.0059401513 -6.219088e-03
[194,] 111.9375191 72.5752580 0.0081883668 -4.095101e-03
[195,] 112.9301514 72.8701575 0.0304601316 -6.514969e-03
[196,] 113.9749847 74.8307040 0.0020829631 3.607097e-02
[197,] 115.0910873 77.8821985 0.0304781620 -3.611904e-02
[198,] 116.7131579 78.4439615 -0.0425765788 4.177381e-02
[199,] 118.2743235 81.0791120 0.0114159942 -3.687107e-02
[200,] 116.8948203 81.9741286 0.0233740703 -3.089587e-02
[201,] 13.9532963 4.4387419 -0.0339096562 -4.841946e-02
[202,] 9.0735241 14.6853836 0.0414377427 -3.479588e-02
[203,] 8.1238310 12.5885781 0.0374152880 -7.765238e-03
[204,] 16.8544358 12.2695727 -0.0403944338 8.493012e-03
[205,] 15.1325030 22.4022259 -0.0284535438 -4.367337e-02
[206,] 14.5375679 11.6809638 -0.0143401542 1.733485e-02
[207,] 11.4036217 18.6830838 -0.0150897518 -2.077300e-02
[208,] 18.1720491 19.4129084 0.0294666313 -1.581126e-03
[209,] 16.6065971 17.8217498 0.0268727275 2.578530e-02
[210,] 27.9377182 20.4398605 -0.0245010051 -4.158560e-02
[211,] 21.0862648 16.9155396 -0.0323609477 3.239401e-02
[212,] 20.9346576 23.6259543 0.0283407058 -3.571340e-03
[213,] 22.7614544 18.3432526 -0.0101760890 2.804938e-02
[214,] 22.7829400 23.4185407 0.0049510104 -1.635639e-02
[215,] 22.4711390 21.5139846 0.0093291366 1.459011e-02
[216,] 26.1403344 25.4877047 -0.0092357021 -1.896442e-02
[217,] 25.0650900 28.0318778 -0.0142444834 8.057138e-03
[218,] 28.0228122 30.1616871 -0.0276593626 4.193794e-02
[219,] 29.2238781 31.0366824 0.0235752249 9.387194e-03
[220,] 31.9404133 34.0568866 0.0009247106 7.353027e-03
[221,] 34.0125220 29.8305108 -0.0222653301 4.049259e-02
[222,] 28.0089388 27.6059636 -0.0108763634 1.485700e-02
[223,] 31.5463198 30.6846337 0.0049058254 -2.303922e-02
[224,] 29.0170850 38.4204685 0.0245505164 -1.958080e-02
[225,] 35.0429542 34.2088006 0.0016452796 2.439304e-02
[226,] 36.1167373 34.8901933 0.0233802950 -1.207646e-02
[227,] 36.3311444 36.5255063 0.0460393964 1.496986e-02
[228,] 37.4070889 40.4407412 -0.0332867402 2.234558e-03
[229,] 35.3644757 34.5013061 -0.0406457410 -2.836664e-02
[230,] 42.7637388 37.9101129 0.0129818394 -4.881061e-02
[231,] 39.4129097 34.8495570 0.0013812454 4.935234e-02
[232,] 38.3135833 42.7682518 0.0099141791 1.414081e-02
[233,] 43.0878551 41.4358087 0.0025305262 7.169498e-03
[234,] 45.0036939 46.1823120 0.0272961495 -3.040587e-02
[235,] 44.8126897 42.3198517 -0.0497736051 -3.201353e-02
[236,] 43.7261922 51.7839898 0.0373848314 -4.102860e-02
[237,] 45.3496554 50.9231865 0.0178189527 4.011197e-02
[238,] 50.0009246 46.6966844 -0.0290966723 3.823476e-03
[239,] 49.6401678 50.8582021 -0.0376571369 -1.490164e-02
[240,] 46.3699826 52.2503787 0.0122225274 -4.937804e-02
[241,] 48.1074908 46.6723598 0.0207520892 2.975896e-02
[242,] 47.2502308 47.8112928 -0.0489874637 -4.884075e-02
[243,] 57.7185437 50.1929271 0.0319272961 -1.858960e-02
[244,] 56.8020245 53.2617120 -0.0234734462 8.801401e-03
[245,] 50.1990572 51.2610461 -0.0392798880 1.339276e-03
[246,] 57.4218434 46.3570225 -0.0412171215 1.764744e-02
[247,] 55.4668159 55.5563893 0.0392849744 2.702126e-03
[248,] 60.2956153 54.7494996 -0.0370253569 -4.090619e-02
[249,] 58.9897966 56.5917958 -0.0145395615 -6.385344e-03
[250,] 61.1175979 64.7087324 -0.0151166953 -3.685905e-02
[251,] 67.5562777 56.2056359 0.0208508563 3.503112e-02
[252,] 61.7245601 65.2633830 -0.0263127579 -8.227978e-03
[253,] 65.2631715 52.2346172 -0.0392443858 4.318322e-02
[254,] 61.1825996 63.1176209 -0.0396260771 -4.268886e-02
[255,] 67.4481140 61.6392024 -0.0360179453 3.545460e-02
[256,] 64.0648268 61.8461061 0.0213240878 -2.309860e-02
[257,] 66.5271759 65.6081368 0.0479957431 -3.377105e-02
[258,] 62.6778916 66.3437630 0.0395506542 -3.713369e-02
[259,] 64.9975620 66.0170240 0.0335367842 -2.504078e-02
[260,] 68.6705674 70.8144074 -0.0037490580 -2.202144e-02
[261,] 70.6935358 71.2197965 -0.0256192339 2.576198e-02
[262,] 72.6203033 72.6443931 0.0432805400 4.108143e-02
[263,] 72.5615878 74.9614578 0.0265724259 4.886903e-02
[264,] 71.9233390 77.8598461 0.0024829366 -2.070392e-02
[265,] 70.2239143 72.7546528 -0.0206748786 2.479276e-02
[266,] 76.5051007 76.3976404 0.0290983000 3.753685e-02
[267,] 80.7102312 76.2819877 -0.0052619396 -4.474088e-02
[268,] 78.7086295 77.4813781 -0.0012253103 -4.821559e-02
[269,] 80.4241580 73.4932764 0.0257397868 -3.799170e-02
[270,] 80.9803185 82.2398746 0.0492021148 -2.464728e-02
[271,] 78.5093001 71.9426477 -0.0038281123 -8.387998e-03
[272,] 79.9554795 79.7815296 0.0484013313 -2.661362e-02
[273,] 84.4878673 86.1642905 -0.0162242120 1.794084e-02
[274,] 83.8720433 81.8971797 -0.0470545943 3.887252e-02
[275,] 87.5104327 83.6190597 0.0055834409 -4.374773e-02
[276,] 81.1921070 85.0542044 0.0185618917 -2.679644e-02
[277,] 86.8210769 82.9739997 0.0393190964 -3.733186e-02
[278,] 87.2410156 86.8672158 0.0213096378 1.296832e-02
[279,] 91.9526535 86.8142231 -0.0234274061 -3.788711e-02
[280,] 90.3940895 88.9470660 -0.0293364196 1.547613e-02
[281,] 92.4142716 92.6013239 0.0267114585 4.698165e-02
[282,] 86.7711580 94.0401924 0.0028744341 3.856291e-02
[283,] 92.2475320 92.1810693 0.0433571625 -8.757659e-03
[284,] 93.9844920 88.5808469 -0.0356078255 -2.861032e-02
[285,] 94.4268197 88.3900471 0.0475948478 2.840946e-02
[286,] 92.5426556 91.6898350 0.0241484647 5.369577e-03
[287,] 94.2801960 93.5998535 0.0375258525 -3.227090e-02
[288,] 95.9413552 92.4099121 0.0468080780 -3.542723e-02
[289,] 103.8527399 95.5662156 -0.0377881441 -3.539199e-03
[290,] 103.9734242 97.4712454 -0.0490372739 -1.398847e-02
[291,] 97.4628620 99.2616856 -0.0016966163 -3.608108e-02
[292,] 98.3226550 104.3294575 -0.0175773777 4.937051e-03
[293,] 105.0126541 101.5936274 0.0105857869 4.895686e-02
[294,] 101.7331553 103.4603250 -0.0377988065 -3.697397e-02
[295,] 101.3355200 105.4683324 -0.0091741279 2.681811e-02
[296,] 103.4443100 100.7973729 0.0452865537 3.807928e-02
[297,] 105.1585787 106.8359327 0.0262750590 -7.696998e-03
[298,] 103.5046204 104.4188297 -0.0248023016 -2.305322e-02
[299,] 106.4011764 107.6934416 -0.0186367779 -4.300337e-02
[300,] 112.8157596 111.9497914 -0.0442824661 4.845613e-02
Code
two_long_clust_diff(n = 300, num_noise = 0)
Output
[,1] [,2]
[1,] -20.8152468 -16.7599828
[2,] -15.9099490 -19.0586419
[3,] -21.5781608 -18.0270369
[4,] -10.6972280 -16.4261010
[5,] -12.9194402 -10.2739298
[6,] -13.5297016 -16.9642464
[7,] -9.5624523 -15.6150211
[8,] -11.1490787 -8.2872655
[9,] -10.2869018 -16.7989354
[10,] -10.4682278 -9.8555052
[11,] -11.6442172 -9.3619132
[12,] -10.4056063 -13.7162287
[13,] -9.9809575 -4.7883084
[14,] -1.9040922 -5.4984426
[15,] -9.9255345 -11.2873021
[16,] -7.0780694 -3.3881165
[17,] -9.0880473 -3.6437084
[18,] -4.1864431 -0.2975438
[19,] -1.8894638 -2.5131268
[20,] 0.1288655 -2.4616926
[21,] -1.0378819 -2.1890396
[22,] 5.3276732 -2.9915813
[23,] -3.9458126 2.9821394
[24,] 7.3417337 6.3515088
[25,] 5.8425796 4.8698328
[26,] 4.3853733 3.2139623
[27,] 7.2121438 7.0755408
[28,] 4.4789509 5.4408091
[29,] 2.2181282 8.3297713
[30,] 4.9211989 13.8205787
[31,] 11.7230192 11.1079954
[32,] 13.8051979 5.7733325
[33,] 8.9755236 10.3865045
[34,] 14.5999964 15.6639452
[35,] 16.1351962 14.5148380
[36,] 13.8355467 19.3502553
[37,] 17.6670981 17.7665362
[38,] 15.9003759 16.4906719
[39,] 12.8017051 20.0096688
[40,] 18.1253516 24.5596604
[41,] 19.8181804 18.1624423
[42,] 18.7574710 17.3651453
[43,] 19.3737393 29.5946286
[44,] 24.6247746 20.8393073
[45,] 30.0368123 26.2555926
[46,] 27.5772235 23.5409980
[47,] 29.7126211 24.1931810
[48,] 28.7198864 30.1846940
[49,] 31.3352077 25.2511943
[50,] 30.2626347 30.1779014
[51,] 33.8154321 28.2063042
[52,] 31.8828641 29.6688064
[53,] 33.9149374 34.6502000
[54,] 32.6711300 33.4066964
[55,] 36.0223693 33.1364884
[56,] 35.8309621 35.4962021
[57,] 28.7927847 35.4657067
[58,] 35.6449743 29.7590280
[59,] 42.3616481 37.3931214
[60,] 40.9322574 31.3934131
[61,] 34.7984721 43.5985648
[62,] 38.5380424 36.2230275
[63,] 37.9936693 48.3383358
[64,] 39.9063332 48.8228223
[65,] 47.2484700 43.0270449
[66,] 48.1308344 40.8698279
[67,] 45.9417723 46.8385311
[68,] 44.7671084 48.1358601
[69,] 45.6297107 47.5513760
[70,] 43.7148032 50.9615505
[71,] 50.9586056 47.3419936
[72,] 52.3147085 51.6866608
[73,] 54.8311678 52.4025391
[74,] 53.7443449 57.5079339
[75,] 53.0580465 52.9974577
[76,] 52.3127351 55.9849803
[77,] 57.9812486 54.8990235
[78,] 54.0027697 55.0347016
[79,] 62.4263301 57.6723269
[80,] 59.3055052 54.7115265
[81,] 62.3445088 60.0488571
[82,] 59.4785608 61.6045702
[83,] 68.7636703 62.3210602
[84,] 62.1712277 62.9527286
[85,] 62.6768020 59.6388312
[86,] 64.0977428 66.0139989
[87,] 64.7158721 62.4558557
[88,] 66.6821797 66.8401422
[89,] 70.5138350 69.6952017
[90,] 69.2462167 69.3343579
[91,] 71.2416082 71.4087110
[92,] 71.3413480 68.9161474
[93,] 72.1423806 71.2613944
[94,] 74.4314269 73.8336567
[95,] 72.3499678 77.6204170
[96,] 76.9974882 78.8815196
[97,] 77.0749954 71.9013304
[98,] 74.4913879 73.5792573
[99,] 83.5475753 82.4663244
[100,] 76.5795823 81.3932511
[101,] 13.6163192 -25.0767146
[102,] 19.0956529 -17.5746272
[103,] 19.4865712 -22.2071591
[104,] 31.8787746 -12.4641140
[105,] 22.1632073 -14.2205776
[106,] 22.9123868 -16.4537937
[107,] 20.9985053 -16.3833670
[108,] 26.4241953 -7.2390373
[109,] 25.3212982 -12.9085187
[110,] 24.8879056 -11.0870274
[111,] 24.7800669 -10.8416017
[112,] 27.9469762 -11.1134139
[113,] 30.5708266 -11.2494271
[114,] 30.3856092 -7.7406040
[115,] 29.6211215 -12.7970459
[116,] 40.5057805 -4.3478161
[117,] 37.8604683 -1.4172082
[118,] 34.7564443 -3.8527083
[119,] 40.2480274 -0.6164660
[120,] 44.9717005 -3.1481871
[121,] 42.0109566 2.3798700
[122,] 45.7386977 3.4956825
[123,] 44.4294679 -3.4337404
[124,] 37.2495825 5.3486196
[125,] 45.2549913 5.0265441
[126,] 44.0285798 5.7875864
[127,] 49.7906894 8.7377184
[128,] 49.0472163 10.9111895
[129,] 45.9989400 12.3015556
[130,] 43.8966199 12.6984255
[131,] 53.8055904 9.1380671
[132,] 52.6827464 7.4571285
[133,] 54.2470298 11.0629204
[134,] 50.4433036 10.6959173
[135,] 49.8390589 14.3845958
[136,] 53.7033786 13.3596828
[137,] 56.8156107 15.3132698
[138,] 60.4814117 18.8554542
[139,] 57.2973528 17.2157295
[140,] 55.7440798 19.3000049
[141,] 56.7868152 20.4091698
[142,] 67.9903681 23.0286579
[143,] 61.5044706 18.7792790
[144,] 65.9980982 24.3016117
[145,] 65.2363406 24.2681585
[146,] 62.6745583 26.6920089
[147,] 65.5146921 18.8743035
[148,] 61.6211095 24.2118846
[149,] 70.2702368 33.6459492
[150,] 74.7728084 30.8302168
[151,] 68.0256655 26.3895927
[152,] 70.2796076 31.5758661
[153,] 72.0705164 29.1268936
[154,] 77.8224403 29.2402044
[155,] 72.9300653 33.2005578
[156,] 74.0355143 40.8311061
[157,] 82.1174197 33.5283622
[158,] 74.4465253 39.8823293
[159,] 80.1959801 33.2497001
[160,] 81.0209042 41.4496083
[161,] 86.3598623 35.8265616
[162,] 82.6867087 37.6988900
[163,] 85.6839345 42.7486832
[164,] 80.5653161 41.5712801
[165,] 81.5952528 46.5087853
[166,] 88.1218404 47.7360245
[167,] 86.8064201 49.4730906
[168,] 87.4105429 43.5372454
[169,] 89.7965771 43.1417723
[170,] 92.4484643 51.3036130
[171,] 85.6410312 47.6485613
[172,] 90.2160369 52.8892664
[173,] 88.7258139 45.9727281
[174,] 92.8753448 54.3000930
[175,] 91.0520032 56.3985862
[176,] 90.3924350 53.5134085
[177,] 94.8087627 49.9035834
[178,] 103.1706573 59.0487770
[179,] 95.6749005 54.0590634
[180,] 101.6518296 61.6439060
[181,] 97.2460618 60.2403893
[182,] 98.5531922 64.1275953
[183,] 104.1947026 60.8738262
[184,] 104.0576217 66.3824659
[185,] 98.9833759 61.2227990
[186,] 101.4030831 61.8008218
[187,] 105.2641944 65.7406601
[188,] 104.3335957 68.4432663
[189,] 109.8556148 68.2967381
[190,] 105.4069152 68.6546948
[191,] 112.2345590 70.5426073
[192,] 107.3033251 72.9634223
[193,] 115.4530026 69.4260795
[194,] 114.6310919 69.0582602
[195,] 111.3778346 77.3479751
[196,] 111.6319629 76.2295241
[197,] 113.6635093 75.3416619
[198,] 118.4381926 80.1269371
[199,] 119.8354817 76.8573198
[200,] 117.1876735 81.5206893
[201,] 9.1847532 13.2400172
[202,] 14.0900510 10.9413581
[203,] 8.4218392 11.9729631
[204,] 19.3027720 13.5738990
[205,] 17.0805598 19.7260702
[206,] 16.4702984 13.0357536
[207,] 20.4375477 14.3849789
[208,] 18.8509213 21.7127345
[209,] 19.7130982 13.2010646
[210,] 19.5317722 20.1444948
[211,] 18.3557828 20.6380868
[212,] 19.5943937 16.2837713
[213,] 20.0190425 25.2116916
[214,] 28.0959078 24.5015574
[215,] 20.0744655 18.7126979
[216,] 22.9219306 26.6118835
[217,] 20.9119527 26.3562916
[218,] 25.8135569 29.7024562
[219,] 28.1105362 27.4868732
[220,] 30.1288655 27.5383074
[221,] 28.9621181 27.8109604
[222,] 35.3276732 27.0084187
[223,] 26.0541874 32.9821394
[224,] 37.3417337 36.3515088
[225,] 35.8425796 34.8698328
[226,] 34.3853733 33.2139623
[227,] 37.2121438 37.0755408
[228,] 34.4789509 35.4408091
[229,] 32.2181282 38.3297713
[230,] 34.9211989 43.8205787
[231,] 41.7230192 41.1079954
[232,] 43.8051979 35.7733325
[233,] 38.9755236 40.3865045
[234,] 44.5999964 45.6639452
[235,] 46.1351962 44.5148380
[236,] 43.8355467 49.3502553
[237,] 47.6670981 47.7665362
[238,] 45.9003759 46.4906719
[239,] 42.8017051 50.0096688
[240,] 48.1253516 54.5596604
[241,] 49.8181804 48.1624423
[242,] 48.7574710 47.3651453
[243,] 49.3737393 59.5946286
[244,] 54.6247746 50.8393073
[245,] 60.0368123 56.2555926
[246,] 57.5772235 53.5409980
[247,] 59.7126211 54.1931810
[248,] 58.7198864 60.1846940
[249,] 61.3352077 55.2511943
[250,] 60.2626347 60.1779014
[251,] 63.8154321 58.2063042
[252,] 61.8828641 59.6688064
[253,] 63.9149374 64.6502000
[254,] 62.6711300 63.4066964
[255,] 66.0223693 63.1364884
[256,] 65.8309621 65.4962021
[257,] 58.7927847 65.4657067
[258,] 65.6449743 59.7590280
[259,] 72.3616481 67.3931214
[260,] 70.9322574 61.3934131
[261,] 64.7984721 73.5985648
[262,] 68.5380424 66.2230275
[263,] 67.9936693 78.3383358
[264,] 69.9063332 78.8228223
[265,] 77.2484700 73.0270449
[266,] 78.1308344 70.8698279
[267,] 75.9417723 76.8385311
[268,] 74.7671084 78.1358601
[269,] 75.6297107 77.5513760
[270,] 73.7148032 80.9615505
[271,] 80.9586056 77.3419936
[272,] 82.3147085 81.6866608
[273,] 84.8311678 82.4025391
[274,] 83.7443449 87.5079339
[275,] 83.0580465 82.9974577
[276,] 82.3127351 85.9849803
[277,] 87.9812486 84.8990235
[278,] 84.0027697 85.0347016
[279,] 92.4263301 87.6723269
[280,] 89.3055052 84.7115265
[281,] 92.3445088 90.0488571
[282,] 89.4785608 91.6045702
[283,] 98.7636703 92.3210602
[284,] 92.1712277 92.9527286
[285,] 92.6768020 89.6388312
[286,] 94.0977428 96.0139989
[287,] 94.7158721 92.4558557
[288,] 96.6821797 96.8401422
[289,] 100.5138350 99.6952017
[290,] 99.2462167 99.3343579
[291,] 101.2416082 101.4087110
[292,] 101.3413480 98.9161474
[293,] 102.1423806 101.2613944
[294,] 104.4314269 103.8336567
[295,] 102.3499678 107.6204170
[296,] 106.9974882 108.8815196
[297,] 107.0749954 101.9013304
[298,] 104.4913879 103.5792573
[299,] 113.5475753 112.4663244
[300,] 106.5795823 111.3932511
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