Nothing
tests/testthat/_snaps/alg_dca.md
In stratallo: Optimum Sample Allocation in Stratified Sampling
dca works for pop9d278s, n<n_max
Code
result
Output
[1] 1.816375e-02 9.687335e-03 2.906200e-02 1.392554e-02 1.453100e-02
[6] 1.453100e-02 6.054584e-02 8.476418e-03 6.054584e-03 1.332008e-01
[11] 4.843667e-02 1.150371e-02 1.816375e-02 1.889030e-01 2.934583e-01
[16] 1.056450e+00 6.969635e-01 9.155899e+00 1.467292e-01 2.347666e-01
[21] 1.687385e-01 5.282250e-01 1.247198e-01 1.320562e-01 3.374771e-01
[26] 1.320562e-01 3.961687e-01 2.421031e-01 3.228041e-01 1.100469e-01
[31] 1.173833e-01 5.135520e-01 1.247198e-01 2.347666e-01 2.054208e-01
[36] 2.200937e-01 1.467292e-01 5.575708e-01 1.614021e-01 1.467292e-01
[41] 1.540656e-01 1.100469e-01 2.054208e-01 1.027104e-01 8.216833e-01
[46] 3.081312e-01 3.521500e-01 1.907479e-01 3.697575e+00 5.869166e-02
[51] 1.237772e-01 3.142036e-01 1.428198e-01 3.046823e-01 8.569188e-01
[56] 3.618102e-01 4.570234e-01 9.521320e-02 2.094690e-01 1.332985e-01
[61] 1.142558e-01 4.189381e-01 2.665970e-01 1.618624e-01 8.093122e-01
[66] 8.759615e-01 1.332985e-01 3.618102e-01 1.713838e-01 1.713838e-01
[71] 1.523411e-01 1.999477e-01 3.142036e-01 8.283549e-01 3.427675e-01
[76] 7.617056e-02 1.428198e-01 3.372639e-02 8.190696e-02 3.854445e-02
[81] 3.131737e-02 7.708890e-02 3.372639e-02 1.059972e-01 5.299862e-02
[86] 4.095348e-02 1.734500e-01 9.154307e-02 2.023584e-01 3.854445e-02
[91] 2.698112e-01 9.636113e-02 1.541778e-01 5.950300e-01 1.445417e-01
[96] 2.168125e-02 9.395210e-02 7.949793e-02 1.324965e-01 1.059972e-01
[101] 4.697605e-01 3.854445e-02 4.336251e-01 1.445417e-01 2.890834e-02
[106] 3.372639e-02 2.649931e-02 7.227085e-02 4.577154e-02 2.409028e-02
[111] 9.636113e-02 6.022570e-02 1.445417e-02 3.252188e-01 8.672501e-02
[116] 5.540765e-02 7.227085e-02 7.075835e-02 2.122751e-01 1.344409e-01
[121] 1.132134e-01 4.245501e-02 7.429627e-02 1.415167e-01 1.415167e-01
[126] 7.429627e-02 2.264267e-01 7.075835e-02 8.491002e-02 1.698200e-01
[131] 8.491002e-02 8.137210e-02 1.768959e-01 8.491002e-02 9.198586e-02
[136] 4.245501e-02 4.670051e-01 1.167513e-01 1.379788e-01 8.491002e-02
[141] 7.429627e-02 1.415167e-01 1.910476e-01 6.722043e-01 1.061375e-01
[146] 2.547301e-01 3.254884e-01 3.891709e-02 2.441163e-01 2.547301e-01
[151] 4.953085e-02 1.910476e-01 1.544904e-02 3.921678e-01 2.139097e-02
[156] 3.089807e-02 4.278194e-02 2.376775e-02 6.179614e-02 4.753549e-02
[161] 1.307226e-02 1.901420e-02 1.164620e-01 2.614452e-02 7.724518e-02
[166] 1.307226e-02 2.495613e-02 4.278194e-02 1.235923e-01 6.654969e-02
[171] 4.515872e-02 1.140852e-01 1.497368e-01 2.020258e-02 6.773808e-02
[176] 5.419046e-01 1.901420e-02 8.199872e-02 1.901420e-02 2.852130e-02
[181] 1.212155e-01 1.911576e+00 1.856960e+00 6.553976e-01 3.823153e-01
[186] 9.466854e-01 6.553976e-01 8.875176e+01 1.037713e+00 6.918086e-01
[191] 8.738635e-01 4.733427e-01 6.553976e+00 2.184659e-01 1.223409e+01
[196] 9.284799e-01 1.456439e+00 4.733427e-01 8.010415e-01 6.918086e-01
[201] 2.548768e-01 2.548768e-01 5.461647e-01 3.094933e-01 6.189866e-01
[206] 4.005208e-01 4.005208e-01 3.459043e-01 1.640701e-02 7.954912e-03
[211] 2.088164e-01 9.943640e-03 5.966184e-02 4.474638e-03 2.386473e-02
[216] 5.966184e-03 8.949276e-03 7.954912e-03 3.181965e-02 3.579710e-02
[221] 1.093800e-02 5.966184e-03 1.590982e-01 4.375201e-02 7.457730e-03
[226] 1.789855e-02 6.463366e-03 3.878019e-02 1.441828e-02 1.093800e-02
[231] 1.292673e-02 2.485910e-02 1.292673e-02 1.093800e-02 4.375201e-02
[236] 5.071256e-02 5.170693e-02 5.469002e-03 7.461919e+00 1.641622e+01
[241] 1.231217e+01 5.223344e+00 6.715727e+00 1.119288e+01 1.417765e+01
[246] 4.141365e+01 8.954303e+00 5.596440e+00 6.715727e+00 8.954303e+00
[251] 2.910149e+01 1.940099e+01 4.104056e+00 2.350505e+01 7.088823e+00
[256] 7.461919e+00 6.342631e+00 2.537053e+01 4.850248e+00 1.567003e+01
[261] 5.596440e+00 1.455074e+01 1.417765e+01 2.089337e+01 1.261064e+02
[266] 5.969536e+00 7.835015e+00 6.529179e+01 2.611672e+00 1.044669e+01
[271] 2.014718e+01 1.193907e+01 2.089337e+01 7.461919e+00 4.924867e+01
[276] 1.193907e+01 3.357864e+01 1.134212e+02
Code
result_details
Output
$D.matrix
1 2 3 4 5 6 7
1 2035.565 89264.27 53646.82 39883.51 42912.67 28240.737 238325.7
2 89264.268 -716506.94 344343.84 256001.05 275444.37 181269.360 1529745.4
3 53646.817 344343.84 142260.55 153853.74 165538.95 108940.837 919359.7
4 39883.511 256001.05 153853.74 68156.48 123069.27 80991.628 683494.3
5 42912.669 275444.37 165538.95 123069.27 89169.86 87142.954 735405.8
6 28240.737 181269.36 108940.84 80991.63 87142.95 -2117.817 483969.0
7 238325.657 1529745.44 919359.72 683494.30 735405.79 483969.007 -4495396.7
8 17878.802 114759.01 68968.87 51274.63 55168.94 36306.566 306393.8
9 618455.425 3969691.62 2385739.81 1773668.70 1908379.09 1255900.273 10598634.6
8 9
1 17878.80 618455.4
2 114759.01 3969691.6
3 68968.87 2385739.8
4 51274.63 1773668.7
5 55168.94 1908379.1
6 36306.57 1255900.3
7 306393.78 10598634.6
8 9836.93 795092.3
9 795092.29 18538472.2
$eigen
eigen() decomposition
$values
[1] 24166183.78 -12215.33 -15006.15 -44700.12 -53261.85 -60862.92
[7] -225281.29 -1488862.95 -8630083.04
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.02784456 0.9025351146 -0.408726899 0.0107027346 0.034733060
[2,] -0.16975630 -0.0015603701 0.006453142 -0.0018117975 -0.007464509
[3,] -0.10717844 -0.0228272065 0.099490737 -0.0678167417 -0.485430079
[4,] -0.07974214 -0.0261825693 0.117703918 -0.6606152045 0.585947471
[5,] -0.08580912 -0.0308755028 0.140002482 0.7458734997 0.442931014
[6,] -0.05643299 -0.0133441669 0.058522767 -0.0483198411 -0.470521550
[7,] -0.35232810 -0.0006210797 0.002563790 -0.0007054899 -0.002889487
[8,] -0.03579535 -0.4278868961 -0.886608902 0.0143163989 0.046074596
[9,] -0.90365766 -0.0015423306 0.006366584 -0.0017516597 -0.007173992
[,6] [,7] [,8] [,9]
[1,] -0.011405491 -0.1254122 -0.02044572 0.0003180689
[2,] 0.002919250 0.1614301 -0.97211407 0.0023969249
[3,] 0.563783262 -0.6428905 -0.08179583 0.0012345413
[4,] -0.109479869 -0.4286770 -0.06003262 0.0009158409
[5,] -0.097875806 -0.4536872 -0.06445900 0.0009850573
[6,] -0.812532211 -0.3277765 -0.04290169 0.0006494910
[7,] 0.001124086 0.0549013 0.07298400 0.9314005729
[8,] -0.015055418 -0.1622017 -0.02630796 0.0004089731
[9,] 0.002790763 0.1361872 0.17963140 -0.3639824229
$lambda
[1] 24166184
$k
[1] -0.005539274
$v
[1] -0.02784456 -0.16975630 -0.10717844 -0.07974214 -0.08580912 -0.05643299
[7] -0.35232810 -0.03579535 -0.90365766
$s
[1] 0.0001542387 0.0009403267 0.0005936908 0.0004417136 0.0004753202
[6] 0.0003125978 0.0019516420 0.0001982803 0.0050056077
$x_Uc
[1] 1.816375e-02 9.687335e-03 2.906200e-02 1.392554e-02 1.453100e-02
[6] 1.453100e-02 6.054584e-02 8.476418e-03 6.054584e-03 1.332008e-01
[11] 4.843667e-02 1.150371e-02 1.816375e-02 1.889030e-01 2.934583e-01
[16] 1.056450e+00 6.969635e-01 9.155899e+00 1.467292e-01 2.347666e-01
[21] 1.687385e-01 5.282250e-01 1.247198e-01 1.320562e-01 3.374771e-01
[26] 1.320562e-01 3.961687e-01 2.421031e-01 3.228041e-01 1.100469e-01
[31] 1.173833e-01 5.135520e-01 1.247198e-01 2.347666e-01 2.054208e-01
[36] 2.200937e-01 1.467292e-01 5.575708e-01 1.614021e-01 1.467292e-01
[41] 1.540656e-01 1.100469e-01 2.054208e-01 1.027104e-01 8.216833e-01
[46] 3.081312e-01 3.521500e-01 1.907479e-01 3.697575e+00 5.869166e-02
[51] 1.237772e-01 3.142036e-01 1.428198e-01 3.046823e-01 8.569188e-01
[56] 3.618102e-01 4.570234e-01 9.521320e-02 2.094690e-01 1.332985e-01
[61] 1.142558e-01 4.189381e-01 2.665970e-01 1.618624e-01 8.093122e-01
[66] 8.759615e-01 1.332985e-01 3.618102e-01 1.713838e-01 1.713838e-01
[71] 1.523411e-01 1.999477e-01 3.142036e-01 8.283549e-01 3.427675e-01
[76] 7.617056e-02 1.428198e-01 3.372639e-02 8.190696e-02 3.854445e-02
[81] 3.131737e-02 7.708890e-02 3.372639e-02 1.059972e-01 5.299862e-02
[86] 4.095348e-02 1.734500e-01 9.154307e-02 2.023584e-01 3.854445e-02
[91] 2.698112e-01 9.636113e-02 1.541778e-01 5.950300e-01 1.445417e-01
[96] 2.168125e-02 9.395210e-02 7.949793e-02 1.324965e-01 1.059972e-01
[101] 4.697605e-01 3.854445e-02 4.336251e-01 1.445417e-01 2.890834e-02
[106] 3.372639e-02 2.649931e-02 7.227085e-02 4.577154e-02 2.409028e-02
[111] 9.636113e-02 6.022570e-02 1.445417e-02 3.252188e-01 8.672501e-02
[116] 5.540765e-02 7.227085e-02 7.075835e-02 2.122751e-01 1.344409e-01
[121] 1.132134e-01 4.245501e-02 7.429627e-02 1.415167e-01 1.415167e-01
[126] 7.429627e-02 2.264267e-01 7.075835e-02 8.491002e-02 1.698200e-01
[131] 8.491002e-02 8.137210e-02 1.768959e-01 8.491002e-02 9.198586e-02
[136] 4.245501e-02 4.670051e-01 1.167513e-01 1.379788e-01 8.491002e-02
[141] 7.429627e-02 1.415167e-01 1.910476e-01 6.722043e-01 1.061375e-01
[146] 2.547301e-01 3.254884e-01 3.891709e-02 2.441163e-01 2.547301e-01
[151] 4.953085e-02 1.910476e-01 1.544904e-02 3.921678e-01 2.139097e-02
[156] 3.089807e-02 4.278194e-02 2.376775e-02 6.179614e-02 4.753549e-02
[161] 1.307226e-02 1.901420e-02 1.164620e-01 2.614452e-02 7.724518e-02
[166] 1.307226e-02 2.495613e-02 4.278194e-02 1.235923e-01 6.654969e-02
[171] 4.515872e-02 1.140852e-01 1.497368e-01 2.020258e-02 6.773808e-02
[176] 5.419046e-01 1.901420e-02 8.199872e-02 1.901420e-02 2.852130e-02
[181] 1.212155e-01 1.911576e+00 1.856960e+00 6.553976e-01 3.823153e-01
[186] 9.466854e-01 6.553976e-01 8.875176e+01 1.037713e+00 6.918086e-01
[191] 8.738635e-01 4.733427e-01 6.553976e+00 2.184659e-01 1.223409e+01
[196] 9.284799e-01 1.456439e+00 4.733427e-01 8.010415e-01 6.918086e-01
[201] 2.548768e-01 2.548768e-01 5.461647e-01 3.094933e-01 6.189866e-01
[206] 4.005208e-01 4.005208e-01 3.459043e-01 1.640701e-02 7.954912e-03
[211] 2.088164e-01 9.943640e-03 5.966184e-02 4.474638e-03 2.386473e-02
[216] 5.966184e-03 8.949276e-03 7.954912e-03 3.181965e-02 3.579710e-02
[221] 1.093800e-02 5.966184e-03 1.590982e-01 4.375201e-02 7.457730e-03
[226] 1.789855e-02 6.463366e-03 3.878019e-02 1.441828e-02 1.093800e-02
[231] 1.292673e-02 2.485910e-02 1.292673e-02 1.093800e-02 4.375201e-02
[236] 5.071256e-02 5.170693e-02 5.469002e-03 7.461919e+00 1.641622e+01
[241] 1.231217e+01 5.223344e+00 6.715727e+00 1.119288e+01 1.417765e+01
[246] 4.141365e+01 8.954303e+00 5.596440e+00 6.715727e+00 8.954303e+00
[251] 2.910149e+01 1.940099e+01 4.104056e+00 2.350505e+01 7.088823e+00
[256] 7.461919e+00 6.342631e+00 2.537053e+01 4.850248e+00 1.567003e+01
[261] 5.596440e+00 1.455074e+01 1.417765e+01 2.089337e+01 1.261064e+02
[266] 5.969536e+00 7.835015e+00 6.529179e+01 2.611672e+00 1.044669e+01
[271] 2.014718e+01 1.193907e+01 2.089337e+01 7.461919e+00 4.924867e+01
[276] 1.193907e+01 3.357864e+01 1.134212e+02
$x
[1] 1.816375e-02 9.687335e-03 2.906200e-02 1.392554e-02 1.453100e-02
[6] 1.453100e-02 6.054584e-02 8.476418e-03 6.054584e-03 1.332008e-01
[11] 4.843667e-02 1.150371e-02 1.816375e-02 1.889030e-01 2.934583e-01
[16] 1.056450e+00 6.969635e-01 9.155899e+00 1.467292e-01 2.347666e-01
[21] 1.687385e-01 5.282250e-01 1.247198e-01 1.320562e-01 3.374771e-01
[26] 1.320562e-01 3.961687e-01 2.421031e-01 3.228041e-01 1.100469e-01
[31] 1.173833e-01 5.135520e-01 1.247198e-01 2.347666e-01 2.054208e-01
[36] 2.200937e-01 1.467292e-01 5.575708e-01 1.614021e-01 1.467292e-01
[41] 1.540656e-01 1.100469e-01 2.054208e-01 1.027104e-01 8.216833e-01
[46] 3.081312e-01 3.521500e-01 1.907479e-01 3.697575e+00 5.869166e-02
[51] 1.237772e-01 3.142036e-01 1.428198e-01 3.046823e-01 8.569188e-01
[56] 3.618102e-01 4.570234e-01 9.521320e-02 2.094690e-01 1.332985e-01
[61] 1.142558e-01 4.189381e-01 2.665970e-01 1.618624e-01 8.093122e-01
[66] 8.759615e-01 1.332985e-01 3.618102e-01 1.713838e-01 1.713838e-01
[71] 1.523411e-01 1.999477e-01 3.142036e-01 8.283549e-01 3.427675e-01
[76] 7.617056e-02 1.428198e-01 3.372639e-02 8.190696e-02 3.854445e-02
[81] 3.131737e-02 7.708890e-02 3.372639e-02 1.059972e-01 5.299862e-02
[86] 4.095348e-02 1.734500e-01 9.154307e-02 2.023584e-01 3.854445e-02
[91] 2.698112e-01 9.636113e-02 1.541778e-01 5.950300e-01 1.445417e-01
[96] 2.168125e-02 9.395210e-02 7.949793e-02 1.324965e-01 1.059972e-01
[101] 4.697605e-01 3.854445e-02 4.336251e-01 1.445417e-01 2.890834e-02
[106] 3.372639e-02 2.649931e-02 7.227085e-02 4.577154e-02 2.409028e-02
[111] 9.636113e-02 6.022570e-02 1.445417e-02 3.252188e-01 8.672501e-02
[116] 5.540765e-02 7.227085e-02 7.075835e-02 2.122751e-01 1.344409e-01
[121] 1.132134e-01 4.245501e-02 7.429627e-02 1.415167e-01 1.415167e-01
[126] 7.429627e-02 2.264267e-01 7.075835e-02 8.491002e-02 1.698200e-01
[131] 8.491002e-02 8.137210e-02 1.768959e-01 8.491002e-02 9.198586e-02
[136] 4.245501e-02 4.670051e-01 1.167513e-01 1.379788e-01 8.491002e-02
[141] 7.429627e-02 1.415167e-01 1.910476e-01 6.722043e-01 1.061375e-01
[146] 2.547301e-01 3.254884e-01 3.891709e-02 2.441163e-01 2.547301e-01
[151] 4.953085e-02 1.910476e-01 1.544904e-02 3.921678e-01 2.139097e-02
[156] 3.089807e-02 4.278194e-02 2.376775e-02 6.179614e-02 4.753549e-02
[161] 1.307226e-02 1.901420e-02 1.164620e-01 2.614452e-02 7.724518e-02
[166] 1.307226e-02 2.495613e-02 4.278194e-02 1.235923e-01 6.654969e-02
[171] 4.515872e-02 1.140852e-01 1.497368e-01 2.020258e-02 6.773808e-02
[176] 5.419046e-01 1.901420e-02 8.199872e-02 1.901420e-02 2.852130e-02
[181] 1.212155e-01 1.911576e+00 1.856960e+00 6.553976e-01 3.823153e-01
[186] 9.466854e-01 6.553976e-01 8.875176e+01 1.037713e+00 6.918086e-01
[191] 8.738635e-01 4.733427e-01 6.553976e+00 2.184659e-01 1.223409e+01
[196] 9.284799e-01 1.456439e+00 4.733427e-01 8.010415e-01 6.918086e-01
[201] 2.548768e-01 2.548768e-01 5.461647e-01 3.094933e-01 6.189866e-01
[206] 4.005208e-01 4.005208e-01 3.459043e-01 1.640701e-02 7.954912e-03
[211] 2.088164e-01 9.943640e-03 5.966184e-02 4.474638e-03 2.386473e-02
[216] 5.966184e-03 8.949276e-03 7.954912e-03 3.181965e-02 3.579710e-02
[221] 1.093800e-02 5.966184e-03 1.590982e-01 4.375201e-02 7.457730e-03
[226] 1.789855e-02 6.463366e-03 3.878019e-02 1.441828e-02 1.093800e-02
[231] 1.292673e-02 2.485910e-02 1.292673e-02 1.093800e-02 4.375201e-02
[236] 5.071256e-02 5.170693e-02 5.469002e-03 7.461919e+00 1.641622e+01
[241] 1.231217e+01 5.223344e+00 6.715727e+00 1.119288e+01 1.417765e+01
[246] 4.141365e+01 8.954303e+00 5.596440e+00 6.715727e+00 8.954303e+00
[251] 2.910149e+01 1.940099e+01 4.104056e+00 2.350505e+01 7.088823e+00
[256] 7.461919e+00 6.342631e+00 2.537053e+01 4.850248e+00 1.567003e+01
[261] 5.596440e+00 1.455074e+01 1.417765e+01 2.089337e+01 1.261064e+02
[266] 5.969536e+00 7.835015e+00 6.529179e+01 2.611672e+00 1.044669e+01
[271] 2.014718e+01 1.193907e+01 2.089337e+01 7.461919e+00 4.924867e+01
[276] 1.193907e+01 3.357864e+01 1.134212e+02
dca works for pop9d278s, n<n_max, U
Code
result
Output
[1] 1.500000e+02 2.509247e-03 7.527740e-03 3.607042e-03 3.763870e-03
[6] 3.763870e-03 1.568279e-02 2.195591e-03 1.568279e-03 3.450214e-02
[11] 1.254623e-02 2.979731e-03 4.704838e-03 4.893031e-02 8.023914e-02
[16] 2.888609e-01 1.905680e-01 2.503461e+00 4.011957e-02 6.419131e-02
[21] 4.613751e-02 1.444305e-01 3.410163e-02 3.610761e-02 9.227501e-02
[26] 3.610761e-02 1.083228e-01 6.619729e-02 8.826305e-02 1.500000e+02
[31] 3.209566e-02 1.404185e-01 3.410163e-02 1.600000e+02 5.616740e-02
[36] 6.017935e-02 4.011957e-02 1.524544e-01 4.413153e-02 4.011957e-02
[41] 4.212555e-02 3.008968e-02 5.616740e-02 2.808370e-02 2.246696e-01
[46] 8.425110e-02 9.628697e-02 5.215544e-02 1.011013e+00 1.604783e-02
[51] 3.264216e-02 8.286087e-02 3.766403e-02 8.034994e-02 2.259842e-01
[56] 9.541555e-02 1.205249e-01 2.510936e-02 5.524058e-02 1.400000e+02
[61] 3.013123e-02 1.104812e-01 7.030620e-02 4.268590e-02 2.134295e-01
[66] 2.310061e-01 3.515310e-02 9.541555e-02 4.519684e-02 4.519684e-02
[71] 4.017497e-02 5.272965e-02 8.286087e-02 2.184514e-01 9.039368e-02
[76] 2.008748e-02 3.766403e-02 8.753908e-03 2.125949e-02 1.000447e-02
[81] 8.128629e-03 2.000893e-02 8.753908e-03 2.751228e-02 1.375614e-02
[86] 1.062975e-02 4.502010e-02 2.376061e-02 5.252345e-02 1.600000e+02
[91] 7.003126e-02 2.501117e-02 4.001786e-02 1.544439e-01 3.751675e-02
[96] 5.627512e-03 2.438589e-02 2.063421e-02 3.439035e-02 2.200000e+02
[101] 1.219294e-01 1.000447e-02 1.125502e-01 3.751675e-02 7.503350e-03
[106] 8.753908e-03 6.878070e-03 1.875837e-02 1.188030e-02 6.252791e-03
[111] 2.501117e-02 1.563198e-02 3.751675e-03 8.441268e-02 2.251005e-02
[116] 1.438142e-02 1.875837e-02 1.847815e-02 5.543445e-02 1.900000e+02
[121] 2.956504e-02 1.108689e-02 1.940206e-02 3.695630e-02 3.695630e-02
[126] 1.940206e-02 5.913008e-02 1.847815e-02 2.217378e-02 4.434756e-02
[131] 2.217378e-02 2.124987e-02 4.619538e-02 2.217378e-02 2.402160e-02
[136] 1.108689e-02 1.219558e-01 3.048895e-02 3.603239e-02 2.217378e-02
[141] 1.940206e-02 3.695630e-02 4.989101e-02 1.755424e-01 2.771723e-02
[146] 6.652134e-02 8.499949e-02 1.016298e-02 6.374962e-02 6.652134e-02
[151] 1.293471e-02 4.989101e-02 4.138103e-03 1.050441e-01 5.729681e-03
[156] 8.276205e-03 1.145936e-02 6.366312e-03 1.655241e-02 1.273262e-02
[161] 3.501471e-03 5.093049e-03 3.119493e-02 7.002943e-03 2.069051e-02
[166] 3.501471e-03 6.684627e-03 1.145936e-02 3.310482e-02 1.782567e-02
[171] 1.209599e-02 3.055830e-02 4.010776e-02 5.411365e-03 1.814399e-02
[176] 1.451519e-01 5.093049e-03 2.196378e-02 5.093049e-03 7.639574e-03
[181] 3.246819e-02 6.325188e-01 6.144469e-01 2.168636e-01 1.265038e-01
[186] 3.132474e-01 2.168636e-01 2.936695e+01 3.433674e-01 2.289116e-01
[191] 2.891515e-01 1.566237e-01 2.168636e+00 7.228787e-02 4.048121e+00
[196] 3.072234e-01 4.819191e-01 1.566237e-01 2.650555e-01 2.289116e-01
[201] 8.433585e-02 8.433585e-02 1.807197e-01 1.024078e-01 2.048156e-01
[206] 1.325278e-01 1.325278e-01 1.144558e-01 4.388545e-03 2.127779e-03
[211] 5.585421e-02 2.659724e-03 1.595834e-02 1.196876e-03 6.383338e-03
[216] 1.595834e-03 2.393752e-03 2.127779e-03 8.511117e-03 9.575007e-03
[221] 2.925697e-03 1.595834e-03 4.255559e-02 1.170279e-02 1.994793e-03
[226] 4.787503e-03 1.728821e-03 1.037292e-02 3.856600e-03 2.925697e-03
[231] 3.457641e-03 6.649310e-03 3.457641e-03 2.925697e-03 1.170279e-02
[236] 1.356459e-02 1.383057e-02 1.462848e-03 2.488430e+00 5.474547e+00
[241] 4.105910e+00 1.741901e+00 2.239587e+00 3.732646e+00 4.728018e+00
[246] 1.381079e+01 2.986117e+00 1.866323e+00 2.239587e+00 2.986117e+00
[251] 9.704879e+00 6.469919e+00 1.368637e+00 7.838556e+00 2.364009e+00
[256] 2.488430e+00 2.115166e+00 8.460664e+00 1.617480e+00 5.225704e+00
[261] 1.866323e+00 4.852439e+00 4.728018e+00 6.967605e+00 4.205447e+01
[266] 1.990744e+00 2.612852e+00 2.177377e+01 8.709507e-01 3.483803e+00
[271] 6.718762e+00 3.981489e+00 6.967605e+00 2.488430e+00 1.642364e+01
[276] 3.981489e+00 1.119794e+01 3.782414e+01
Code
result_details
Output
$D.matrix
1 2 3 4 5 6 7
1 27743.60 257942.7 154975.3 113461.4 122836.6 82875.53 699392.7
2 257942.74 394471.7 1011444.4 740504.5 801691.3 540886.11 4564577.6
3 154975.30 1011444.4 543362.6 444904.6 481666.4 324971.31 2742456.8
4 113461.41 740504.5 444904.6 279810.0 352640.4 237919.87 2007823.3
5 122836.56 801691.3 481666.4 352640.4 338953.1 257578.84 2173726.8
6 82875.53 540886.1 324971.3 237919.9 257578.8 114317.21 1466572.7
7 699392.68 4564577.6 2742456.8 2007823.3 2173726.8 1466572.75 3796868.4
8 52467.30 342427.2 205734.6 150623.6 163069.4 110019.90 928466.0
9 1814925.01 11845085.5 7116679.3 5210304.3 5640824.2 3805758.40 32117074.7
8 9
1 52467.30 1814925
2 342427.17 11845086
3 205734.64 7116679
4 150623.63 5210304
5 163069.44 5640824
6 110019.90 3805758
7 928465.99 32117075
8 56503.77 2409371
9 2409370.59 74378855
$eigen
eigen() decomposition
$values
[1] 90383655.71 -12119.15 -14935.66 -44326.10 -52714.85 -60748.74
[7] -191516.48 -1446688.37 -8629720.67
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.02187963 0.9145363816 -0.383711715 0.0111376053 0.034920466
[2,] -0.14080767 -0.0015907641 0.006205056 -0.0019007899 -0.007546585
[3,] -0.08574452 -0.0233756024 0.096167659 -0.0710712646 -0.482752168
[4,] -0.06278855 -0.0264362175 0.112245776 -0.6544949638 0.603617680
[5,] -0.06797900 -0.0315013090 0.134986884 0.7507960139 0.449263154
[6,] -0.04585572 -0.0137835264 0.057039538 -0.0502057753 -0.443980650
[7,] -0.35366304 -0.0006428275 0.002502754 -0.0007515598 -0.002966675
[8,] -0.02904547 -0.4014848741 -0.899644166 0.0154349306 0.047962462
[9,] -0.91419630 -0.0015963376 0.006215016 -0.0018660503 -0.007365655
[,6] [,7] [,8] [,9]
[1,] -0.010282255 -0.11910998 -0.01653227 0.0003061550
[2,] 0.002675556 0.12731316 -0.98175878 0.0023457677
[3,] 0.551912429 -0.66001186 -0.06729053 0.0012078590
[4,] -0.097454979 -0.42211340 -0.04861765 0.0008824080
[5,] -0.087314117 -0.44749315 -0.05251898 0.0009549763
[6,] -0.823379332 -0.33996255 -0.03585863 0.0006455557
[7,] 0.001045951 0.04516472 0.05885247 0.9324172100
[8,] -0.014042708 -0.15933624 -0.02196808 0.0004064950
[9,] 0.002596779 0.11205468 0.14489443 -0.3613707495
$lambda
[1] 90383656
$k
[1] -0.001825964
$v
[1] -0.02187963 -0.14080767 -0.08574452 -0.06278855 -0.06797900 -0.04585572
[7] -0.35366304 -0.02904547 -0.91419630
$s
[1] 3.995143e-05 2.571098e-04 1.565664e-04 1.146497e-04 1.241272e-04
[6] 8.373092e-05 6.457761e-04 5.303599e-05 1.669290e-03
$x_Uc
[1] 0.002509247 0.007527740 0.003607042 0.003763870 0.003763870
[6] 0.015682793 0.002195591 0.001568279 0.034502144 0.012546234
[11] 0.002979731 0.004704838 0.048930313 0.080239140 0.288860904
[16] 0.190567957 2.503461166 0.040119570 0.064191312 0.046137505
[21] 0.144430452 0.034101634 0.036107613 0.092275011 0.036107613
[26] 0.108322839 0.066197290 0.088263054 0.032095656 0.140418495
[31] 0.034101634 0.056167398 0.060179355 0.040119570 0.152454366
[36] 0.044131527 0.040119570 0.042125548 0.030089677 0.056167398
[41] 0.028083699 0.224669592 0.084251097 0.096286968 0.052155441
[46] 1.011013163 0.016047828 0.032642162 0.082860873 0.037664033
[51] 0.080349938 0.225984200 0.095415551 0.120524907 0.025109356
[56] 0.055240582 0.030131227 0.110481164 0.070306196 0.042685904
[61] 0.213429522 0.231006071 0.035153098 0.095415551 0.045196840
[66] 0.045196840 0.040174969 0.052729647 0.082860873 0.218451393
[71] 0.090393680 0.020087484 0.037664033 0.008753908 0.021259490
[76] 0.010004466 0.008128629 0.020008932 0.008753908 0.027512282
[81] 0.013756141 0.010629745 0.045020097 0.023760607 0.052523447
[86] 0.070031263 0.025011165 0.040017864 0.154443945 0.037516748
[91] 0.005627512 0.024385886 0.020634211 0.034390352 0.121929430
[96] 0.010004466 0.112550243 0.037516748 0.007503350 0.008753908
[101] 0.006878070 0.018758374 0.011880303 0.006252791 0.025011165
[106] 0.015631978 0.003751675 0.084412683 0.022510049 0.014381420
[111] 0.018758374 0.018478150 0.055434451 0.029565041 0.011086890
[116] 0.019402058 0.036956301 0.036956301 0.019402058 0.059130082
[121] 0.018478150 0.022173781 0.044347561 0.022173781 0.021249873
[126] 0.046195376 0.022173781 0.024021596 0.011086890 0.121955793
[131] 0.030488948 0.036032393 0.022173781 0.019402058 0.036956301
[136] 0.049891006 0.175542430 0.027717226 0.066521342 0.084999492
[141] 0.010162983 0.063749619 0.066521342 0.012934705 0.049891006
[146] 0.004138103 0.105044143 0.005729681 0.008276205 0.011459361
[151] 0.006366312 0.016552410 0.012732623 0.003501471 0.005093049
[156] 0.031194927 0.007002943 0.020690513 0.003501471 0.006684627
[161] 0.011459361 0.033104821 0.017825673 0.012095992 0.030558296
[166] 0.040107764 0.005411365 0.018143988 0.145151907 0.005093049
[171] 0.021963775 0.005093049 0.007639574 0.032468190 0.632518846
[176] 0.614446879 0.216863604 0.126503769 0.313247429 0.216863604
[181] 29.366946423 0.343367374 0.228911582 0.289151472 0.156623714
[186] 2.168636044 0.072287868 4.048120615 0.307223440 0.481919121
[191] 0.156623714 0.265055516 0.228911582 0.084335846 0.084335846
[196] 0.180719670 0.102407813 0.204815626 0.132527758 0.132527758
[201] 0.114455791 0.004388545 0.002127779 0.055854207 0.002659724
[206] 0.015958345 0.001196876 0.006383338 0.001595834 0.002393752
[211] 0.002127779 0.008511117 0.009575007 0.002925697 0.001595834
[216] 0.042555586 0.011702786 0.001994793 0.004787503 0.001728821
[221] 0.010372924 0.003856600 0.002925697 0.003457641 0.006649310
[226] 0.003457641 0.002925697 0.011702786 0.013564593 0.013830566
[231] 0.001462848 2.488430472 5.474547038 4.105910279 1.741901330
[236] 2.239587425 3.732645708 4.728017897 13.810789120 2.986116566
[241] 1.866322854 2.239587425 2.986116566 9.704878841 6.469919227
[246] 1.368636760 7.838555987 2.364008948 2.488430472 2.115165901
[251] 8.460663605 1.617479807 5.225703991 1.866322854 4.852439420
[256] 4.728017897 6.967605322 42.054474977 1.990744378 2.612851996
[261] 21.773766630 0.870950665 3.483802661 6.718762274 3.981488755
[266] 6.967605322 2.488430472 16.423641115 3.981488755 11.197937124
[271] 37.824143175
$x
[1] 1.500000e+02 2.509247e-03 7.527740e-03 3.607042e-03 3.763870e-03
[6] 3.763870e-03 1.568279e-02 2.195591e-03 1.568279e-03 3.450214e-02
[11] 1.254623e-02 2.979731e-03 4.704838e-03 4.893031e-02 8.023914e-02
[16] 2.888609e-01 1.905680e-01 2.503461e+00 4.011957e-02 6.419131e-02
[21] 4.613751e-02 1.444305e-01 3.410163e-02 3.610761e-02 9.227501e-02
[26] 3.610761e-02 1.083228e-01 6.619729e-02 8.826305e-02 1.500000e+02
[31] 3.209566e-02 1.404185e-01 3.410163e-02 1.600000e+02 5.616740e-02
[36] 6.017935e-02 4.011957e-02 1.524544e-01 4.413153e-02 4.011957e-02
[41] 4.212555e-02 3.008968e-02 5.616740e-02 2.808370e-02 2.246696e-01
[46] 8.425110e-02 9.628697e-02 5.215544e-02 1.011013e+00 1.604783e-02
[51] 3.264216e-02 8.286087e-02 3.766403e-02 8.034994e-02 2.259842e-01
[56] 9.541555e-02 1.205249e-01 2.510936e-02 5.524058e-02 1.400000e+02
[61] 3.013123e-02 1.104812e-01 7.030620e-02 4.268590e-02 2.134295e-01
[66] 2.310061e-01 3.515310e-02 9.541555e-02 4.519684e-02 4.519684e-02
[71] 4.017497e-02 5.272965e-02 8.286087e-02 2.184514e-01 9.039368e-02
[76] 2.008748e-02 3.766403e-02 8.753908e-03 2.125949e-02 1.000447e-02
[81] 8.128629e-03 2.000893e-02 8.753908e-03 2.751228e-02 1.375614e-02
[86] 1.062975e-02 4.502010e-02 2.376061e-02 5.252345e-02 1.600000e+02
[91] 7.003126e-02 2.501117e-02 4.001786e-02 1.544439e-01 3.751675e-02
[96] 5.627512e-03 2.438589e-02 2.063421e-02 3.439035e-02 2.200000e+02
[101] 1.219294e-01 1.000447e-02 1.125502e-01 3.751675e-02 7.503350e-03
[106] 8.753908e-03 6.878070e-03 1.875837e-02 1.188030e-02 6.252791e-03
[111] 2.501117e-02 1.563198e-02 3.751675e-03 8.441268e-02 2.251005e-02
[116] 1.438142e-02 1.875837e-02 1.847815e-02 5.543445e-02 1.900000e+02
[121] 2.956504e-02 1.108689e-02 1.940206e-02 3.695630e-02 3.695630e-02
[126] 1.940206e-02 5.913008e-02 1.847815e-02 2.217378e-02 4.434756e-02
[131] 2.217378e-02 2.124987e-02 4.619538e-02 2.217378e-02 2.402160e-02
[136] 1.108689e-02 1.219558e-01 3.048895e-02 3.603239e-02 2.217378e-02
[141] 1.940206e-02 3.695630e-02 4.989101e-02 1.755424e-01 2.771723e-02
[146] 6.652134e-02 8.499949e-02 1.016298e-02 6.374962e-02 6.652134e-02
[151] 1.293471e-02 4.989101e-02 4.138103e-03 1.050441e-01 5.729681e-03
[156] 8.276205e-03 1.145936e-02 6.366312e-03 1.655241e-02 1.273262e-02
[161] 3.501471e-03 5.093049e-03 3.119493e-02 7.002943e-03 2.069051e-02
[166] 3.501471e-03 6.684627e-03 1.145936e-02 3.310482e-02 1.782567e-02
[171] 1.209599e-02 3.055830e-02 4.010776e-02 5.411365e-03 1.814399e-02
[176] 1.451519e-01 5.093049e-03 2.196378e-02 5.093049e-03 7.639574e-03
[181] 3.246819e-02 6.325188e-01 6.144469e-01 2.168636e-01 1.265038e-01
[186] 3.132474e-01 2.168636e-01 2.936695e+01 3.433674e-01 2.289116e-01
[191] 2.891515e-01 1.566237e-01 2.168636e+00 7.228787e-02 4.048121e+00
[196] 3.072234e-01 4.819191e-01 1.566237e-01 2.650555e-01 2.289116e-01
[201] 8.433585e-02 8.433585e-02 1.807197e-01 1.024078e-01 2.048156e-01
[206] 1.325278e-01 1.325278e-01 1.144558e-01 4.388545e-03 2.127779e-03
[211] 5.585421e-02 2.659724e-03 1.595834e-02 1.196876e-03 6.383338e-03
[216] 1.595834e-03 2.393752e-03 2.127779e-03 8.511117e-03 9.575007e-03
[221] 2.925697e-03 1.595834e-03 4.255559e-02 1.170279e-02 1.994793e-03
[226] 4.787503e-03 1.728821e-03 1.037292e-02 3.856600e-03 2.925697e-03
[231] 3.457641e-03 6.649310e-03 3.457641e-03 2.925697e-03 1.170279e-02
[236] 1.356459e-02 1.383057e-02 1.462848e-03 2.488430e+00 5.474547e+00
[241] 4.105910e+00 1.741901e+00 2.239587e+00 3.732646e+00 4.728018e+00
[246] 1.381079e+01 2.986117e+00 1.866323e+00 2.239587e+00 2.986117e+00
[251] 9.704879e+00 6.469919e+00 1.368637e+00 7.838556e+00 2.364009e+00
[256] 2.488430e+00 2.115166e+00 8.460664e+00 1.617480e+00 5.225704e+00
[261] 1.866323e+00 4.852439e+00 4.728018e+00 6.967605e+00 4.205447e+01
[266] 1.990744e+00 2.612852e+00 2.177377e+01 8.709507e-01 3.483803e+00
[271] 6.718762e+00 3.981489e+00 6.967605e+00 2.488430e+00 1.642364e+01
[276] 3.981489e+00 1.119794e+01 3.782414e+01
dca works for pop9d278s, n=n_max
Code
result
Output
[1] 36.9937695 19.7300104 59.1900312 28.3618899 29.5950156 29.5950156
[7] 123.3125649 17.2637591 12.3312565 271.2876428 98.6500519 23.4293873
[13] 36.9937695 384.7352025 5.7932154 20.8555756 13.7588867 180.7483218
[19] 2.8966077 4.6345724 3.3310989 10.4277878 2.4621166 2.6069469
[25] 6.6621978 2.6069469 7.8208408 4.7794027 6.3725370 2.1724558
[31] 2.3172862 10.1381270 2.4621166 4.6345724 4.0552508 4.3449116
[37] 2.8966077 11.0071093 3.1862685 2.8966077 3.0414381 2.1724558
[43] 4.0552508 2.0276254 16.2210032 6.0828762 6.9518585 3.7655900
[49] 72.9945146 1.1586431 46.3658052 117.6978131 53.4990060 114.1312127
[55] 320.9940358 135.5308151 171.1968191 35.6660040 78.4652087 49.9324056
[61] 42.7992048 156.9304175 99.8648111 60.6322068 303.1610338 328.1272366
[67] 49.9324056 135.5308151 64.1988072 64.1988072 57.0656064 74.8986083
[73] 117.6978131 310.2942346 128.3976143 28.5328032 53.4990060 17.6655299
[79] 42.9020012 20.1891770 16.4037063 40.3783540 17.6655299 55.5202368
[85] 27.7601184 21.4510006 90.8512966 47.9492954 105.9931793 20.1891770
[91] 141.3242391 50.4729425 80.7567081 311.6704202 75.7094138 11.3564121
[97] 49.2111190 41.6401776 69.4002960 55.5202368 246.0555949 20.1891770
[103] 227.1282414 75.7094138 15.1418828 17.6655299 13.8800592 37.8547069
[109] 23.9746477 12.6182356 50.4729425 31.5455891 7.5709414 170.3461811
[115] 45.4256483 29.0219420 37.8547069 39.6105560 118.8316679 75.2600564
[121] 63.3768896 23.7663336 41.5910838 79.2211120 79.2211120 41.5910838
[127] 126.7537791 39.6105560 47.5326672 95.0653344 47.5326672 45.5521394
[133] 99.0263900 47.5326672 51.4937228 23.7663336 261.4296695 65.3574174
[139] 77.2405842 47.5326672 41.5910838 79.2211120 106.9485012 376.3002818
[145] 59.4158340 142.5980015 182.2085575 21.7858058 136.6564181 142.5980015
[151] 27.7273892 106.9485012 6.2936859 159.7627959 8.7143343 12.5873718
[157] 17.4286686 9.6825937 25.1747436 19.3651874 5.3254265 7.7460750
[163] 47.4447091 10.6508531 31.4684295 5.3254265 10.1667234 17.4286686
[169] 50.3494872 27.1112623 18.3969280 46.4764497 61.0003403 8.2302046
[175] 27.5953920 220.7631361 7.7460750 33.4049482 7.7460750 11.6191124
[181] 49.3812278 7.2958894 7.0874355 2.5014478 1.4591779 3.6132024
[187] 2.5014478 338.7377241 3.9606257 2.6404171 3.3352637 1.8066012
[193] 25.0144781 0.8338159 46.6936924 3.5437177 5.5587729 1.8066012
[199] 3.0573251 2.6404171 0.9727853 0.9727853 2.0845398 1.1812392
[205] 2.3624785 1.5286625 1.5286625 1.3202086 30.1721500 14.6289212
[211] 384.0091813 18.2861515 109.7169090 8.2287682 43.8867636 10.9716909
[217] 16.4575363 14.6289212 58.5156848 65.8301454 20.1147666 10.9716909
[223] 292.5784239 80.4590666 13.7146136 32.9150727 11.8859985 71.3159908
[229] 26.5149197 20.1147666 23.7719969 45.7153787 23.7719969 20.1147666
[235] 80.4590666 93.2593726 95.0879878 10.0573833 27.5763773 60.6680300
[241] 45.5010225 19.3034641 24.8187395 41.3645659 52.3951168 153.0488938
[247] 33.0916527 20.6822830 24.8187395 33.0916527 107.5478714 71.6985809
[253] 15.1670075 86.8655884 26.1975584 27.5763773 23.4399207 93.7596827
[259] 17.9246452 57.9103923 20.6822830 53.7739357 52.3951168 77.2138564
[265] 466.0407759 22.0611018 28.9551961 241.2933011 9.6517320 38.6069282
[271] 74.4562186 44.1222036 77.2138564 27.5763773 182.0040900 44.1222036
[277] 124.0936977 419.1609345
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11033.934 5374.829 3230.211 2401.488 2583.881 1700.447
2 5374.829 -1254969.684 20733.819 15414.474 16585.206 10914.689
3 3230.211 20733.819 -52225.423 9263.925 9967.521 6559.605
4 2401.488 15414.474 9263.925 -39338.233 7410.314 4876.712
5 2583.881 16585.206 9967.521 7410.314 -35273.409 5247.099
6 1700.447 10914.689 6559.605 4876.712 5247.099 -56013.308
7 14350.194 92109.863 55356.987 41154.930 44280.653 29141.005
8 1076.528 6909.932 4152.791 3087.376 3321.862 2186.111
9 37238.774 239025.228 143651.461 106797.103 114908.358 75620.949
7 8 9
1 14350.19 1076.528 37238.77
2 92109.86 6909.932 239025.23
3 55356.99 4152.791 143651.46
4 41154.93 3087.376 106797.10
5 44280.65 3321.862 114908.36
6 29141.00 2186.111 75620.95
7 -8333723.63 18448.749 638170.75
8 18448.75 -11764.237 47874.53
9 638170.75 47874.529 -7308945.99
$eigen
eigen() decomposition
$values
[1] -1.122098e-10 -1.235034e+04 -2.130290e+04 -4.483934e+04 -5.545070e+04
[6] -6.125627e+04 -1.245216e+06 -7.023020e+06 -8.639853e+06
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.48334956 0.7902291253 -0.375085548 0.0106619587 0.029816756
[2,] -0.02856256 -0.0019025687 0.017905546 -0.0018127512 -0.006758781
[3,] -0.34218630 -0.0279022026 0.314562776 -0.0683207388 -0.542744563
[4,] -0.35599387 -0.0320484136 0.407086571 -0.7272639034 0.403950297
[5,] -0.40941578 -0.0378071995 0.497465495 0.6809656331 0.328541148
[6,] -0.19594523 -0.0163155217 0.188240811 -0.0487999426 -0.657092197
[7,] -0.01146124 -0.0007572182 0.007083815 -0.0007057938 -0.002612340
[8,] -0.56104986 -0.6099417892 -0.557722942 0.0142594187 0.039489811
[9,] -0.02846351 -0.0018804025 0.017590471 -0.0017524132 -0.006485822
[,6] [,7] [,8] [,9]
[1,] -0.012512148 0.005581190 0.005604444 0.0003670090
[2,] 0.003229248 -0.998427693 0.043989235 0.0027651857
[3,] 0.694952074 0.022493084 0.021783673 0.0014244855
[4,] -0.117898506 0.016464920 0.016152132 0.0010567531
[5,] -0.105870646 0.017671528 0.017371472 0.0011366196
[6,] -0.701057944 0.011788677 0.011458757 0.0007494210
[7,] 0.001243113 -0.016083718 -0.432592113 0.9013403332
[8,] -0.016512702 0.007182669 0.007206440 0.0004719002
[9,] 0.003086265 -0.039653847 -0.899820636 -0.4330965258
$lambda
[1] -1.122098e-10
$k
[1] -0.6499126
$v
[1] -0.48334956 -0.02856256 -0.34218630 -0.35599387 -0.40941578 -0.19594523
[7] -0.01146124 -0.56104986 -0.02846351
$s
[1] 0.314134977 0.018563165 0.222391192 0.231364908 0.266084481 0.127347274
[7] 0.007448808 0.364633381 0.018498796
$x_Uc
[1] 36.9937695 19.7300104 59.1900312 28.3618899 29.5950156 29.5950156
[7] 123.3125649 17.2637591 12.3312565 271.2876428 98.6500519 23.4293873
[13] 36.9937695 384.7352025 5.7932154 20.8555756 13.7588867 180.7483218
[19] 2.8966077 4.6345724 3.3310989 10.4277878 2.4621166 2.6069469
[25] 6.6621978 2.6069469 7.8208408 4.7794027 6.3725370 2.1724558
[31] 2.3172862 10.1381270 2.4621166 4.6345724 4.0552508 4.3449116
[37] 2.8966077 11.0071093 3.1862685 2.8966077 3.0414381 2.1724558
[43] 4.0552508 2.0276254 16.2210032 6.0828762 6.9518585 3.7655900
[49] 72.9945146 1.1586431 46.3658052 117.6978131 53.4990060 114.1312127
[55] 320.9940358 135.5308151 171.1968191 35.6660040 78.4652087 49.9324056
[61] 42.7992048 156.9304175 99.8648111 60.6322068 303.1610338 328.1272366
[67] 49.9324056 135.5308151 64.1988072 64.1988072 57.0656064 74.8986083
[73] 117.6978131 310.2942346 128.3976143 28.5328032 53.4990060 17.6655299
[79] 42.9020012 20.1891770 16.4037063 40.3783540 17.6655299 55.5202368
[85] 27.7601184 21.4510006 90.8512966 47.9492954 105.9931793 20.1891770
[91] 141.3242391 50.4729425 80.7567081 311.6704202 75.7094138 11.3564121
[97] 49.2111190 41.6401776 69.4002960 55.5202368 246.0555949 20.1891770
[103] 227.1282414 75.7094138 15.1418828 17.6655299 13.8800592 37.8547069
[109] 23.9746477 12.6182356 50.4729425 31.5455891 7.5709414 170.3461811
[115] 45.4256483 29.0219420 37.8547069 39.6105560 118.8316679 75.2600564
[121] 63.3768896 23.7663336 41.5910838 79.2211120 79.2211120 41.5910838
[127] 126.7537791 39.6105560 47.5326672 95.0653344 47.5326672 45.5521394
[133] 99.0263900 47.5326672 51.4937228 23.7663336 261.4296695 65.3574174
[139] 77.2405842 47.5326672 41.5910838 79.2211120 106.9485012 376.3002818
[145] 59.4158340 142.5980015 182.2085575 21.7858058 136.6564181 142.5980015
[151] 27.7273892 106.9485012 6.2936859 159.7627959 8.7143343 12.5873718
[157] 17.4286686 9.6825937 25.1747436 19.3651874 5.3254265 7.7460750
[163] 47.4447091 10.6508531 31.4684295 5.3254265 10.1667234 17.4286686
[169] 50.3494872 27.1112623 18.3969280 46.4764497 61.0003403 8.2302046
[175] 27.5953920 220.7631361 7.7460750 33.4049482 7.7460750 11.6191124
[181] 49.3812278 7.2958894 7.0874355 2.5014478 1.4591779 3.6132024
[187] 2.5014478 338.7377241 3.9606257 2.6404171 3.3352637 1.8066012
[193] 25.0144781 0.8338159 46.6936924 3.5437177 5.5587729 1.8066012
[199] 3.0573251 2.6404171 0.9727853 0.9727853 2.0845398 1.1812392
[205] 2.3624785 1.5286625 1.5286625 1.3202086 30.1721500 14.6289212
[211] 384.0091813 18.2861515 109.7169090 8.2287682 43.8867636 10.9716909
[217] 16.4575363 14.6289212 58.5156848 65.8301454 20.1147666 10.9716909
[223] 292.5784239 80.4590666 13.7146136 32.9150727 11.8859985 71.3159908
[229] 26.5149197 20.1147666 23.7719969 45.7153787 23.7719969 20.1147666
[235] 80.4590666 93.2593726 95.0879878 10.0573833 27.5763773 60.6680300
[241] 45.5010225 19.3034641 24.8187395 41.3645659 52.3951168 153.0488938
[247] 33.0916527 20.6822830 24.8187395 33.0916527 107.5478714 71.6985809
[253] 15.1670075 86.8655884 26.1975584 27.5763773 23.4399207 93.7596827
[259] 17.9246452 57.9103923 20.6822830 53.7739357 52.3951168 77.2138564
[265] 466.0407759 22.0611018 28.9551961 241.2933011 9.6517320 38.6069282
[271] 74.4562186 44.1222036 77.2138564 27.5763773 182.0040900 44.1222036
[277] 124.0936977 419.1609345
$x
[1] 36.9937695 19.7300104 59.1900312 28.3618899 29.5950156 29.5950156
[7] 123.3125649 17.2637591 12.3312565 271.2876428 98.6500519 23.4293873
[13] 36.9937695 384.7352025 5.7932154 20.8555756 13.7588867 180.7483218
[19] 2.8966077 4.6345724 3.3310989 10.4277878 2.4621166 2.6069469
[25] 6.6621978 2.6069469 7.8208408 4.7794027 6.3725370 2.1724558
[31] 2.3172862 10.1381270 2.4621166 4.6345724 4.0552508 4.3449116
[37] 2.8966077 11.0071093 3.1862685 2.8966077 3.0414381 2.1724558
[43] 4.0552508 2.0276254 16.2210032 6.0828762 6.9518585 3.7655900
[49] 72.9945146 1.1586431 46.3658052 117.6978131 53.4990060 114.1312127
[55] 320.9940358 135.5308151 171.1968191 35.6660040 78.4652087 49.9324056
[61] 42.7992048 156.9304175 99.8648111 60.6322068 303.1610338 328.1272366
[67] 49.9324056 135.5308151 64.1988072 64.1988072 57.0656064 74.8986083
[73] 117.6978131 310.2942346 128.3976143 28.5328032 53.4990060 17.6655299
[79] 42.9020012 20.1891770 16.4037063 40.3783540 17.6655299 55.5202368
[85] 27.7601184 21.4510006 90.8512966 47.9492954 105.9931793 20.1891770
[91] 141.3242391 50.4729425 80.7567081 311.6704202 75.7094138 11.3564121
[97] 49.2111190 41.6401776 69.4002960 55.5202368 246.0555949 20.1891770
[103] 227.1282414 75.7094138 15.1418828 17.6655299 13.8800592 37.8547069
[109] 23.9746477 12.6182356 50.4729425 31.5455891 7.5709414 170.3461811
[115] 45.4256483 29.0219420 37.8547069 39.6105560 118.8316679 75.2600564
[121] 63.3768896 23.7663336 41.5910838 79.2211120 79.2211120 41.5910838
[127] 126.7537791 39.6105560 47.5326672 95.0653344 47.5326672 45.5521394
[133] 99.0263900 47.5326672 51.4937228 23.7663336 261.4296695 65.3574174
[139] 77.2405842 47.5326672 41.5910838 79.2211120 106.9485012 376.3002818
[145] 59.4158340 142.5980015 182.2085575 21.7858058 136.6564181 142.5980015
[151] 27.7273892 106.9485012 6.2936859 159.7627959 8.7143343 12.5873718
[157] 17.4286686 9.6825937 25.1747436 19.3651874 5.3254265 7.7460750
[163] 47.4447091 10.6508531 31.4684295 5.3254265 10.1667234 17.4286686
[169] 50.3494872 27.1112623 18.3969280 46.4764497 61.0003403 8.2302046
[175] 27.5953920 220.7631361 7.7460750 33.4049482 7.7460750 11.6191124
[181] 49.3812278 7.2958894 7.0874355 2.5014478 1.4591779 3.6132024
[187] 2.5014478 338.7377241 3.9606257 2.6404171 3.3352637 1.8066012
[193] 25.0144781 0.8338159 46.6936924 3.5437177 5.5587729 1.8066012
[199] 3.0573251 2.6404171 0.9727853 0.9727853 2.0845398 1.1812392
[205] 2.3624785 1.5286625 1.5286625 1.3202086 30.1721500 14.6289212
[211] 384.0091813 18.2861515 109.7169090 8.2287682 43.8867636 10.9716909
[217] 16.4575363 14.6289212 58.5156848 65.8301454 20.1147666 10.9716909
[223] 292.5784239 80.4590666 13.7146136 32.9150727 11.8859985 71.3159908
[229] 26.5149197 20.1147666 23.7719969 45.7153787 23.7719969 20.1147666
[235] 80.4590666 93.2593726 95.0879878 10.0573833 27.5763773 60.6680300
[241] 45.5010225 19.3034641 24.8187395 41.3645659 52.3951168 153.0488938
[247] 33.0916527 20.6822830 24.8187395 33.0916527 107.5478714 71.6985809
[253] 15.1670075 86.8655884 26.1975584 27.5763773 23.4399207 93.7596827
[259] 17.9246452 57.9103923 20.6822830 53.7739357 52.3951168 77.2138564
[265] 466.0407759 22.0611018 28.9551961 241.2933011 9.6517320 38.6069282
[271] 74.4562186 44.1222036 77.2138564 27.5763773 182.0040900 44.1222036
[277] 124.0936977 419.1609345
dca works for pop9d278s, n>n_max
Code
result
Output
[1] 68.3073799 36.4306026 109.2918078 52.3689913 54.6459039 54.6459039
[7] 227.6912663 31.8767773 22.7691266 500.9207859 182.1530130 43.2613406
[13] 68.3073799 710.3967509 5.8177687 20.9439674 13.8172007 181.5143838
[19] 2.9088844 4.6542150 3.3452170 10.4719837 2.4725517 2.6179959
[25] 6.6904340 2.6179959 7.8539878 4.7996592 6.3995456 2.1816633
[31] 2.3271075 10.1810952 2.4725517 4.6542150 4.0724381 4.3633265
[37] 2.9088844 11.0537606 3.1997728 2.9088844 3.0543286 2.1816633
[43] 4.0724381 2.0362190 16.2897524 6.1086571 6.9813225 3.7815497
[49] 73.3038858 1.1635537 50.6248893 128.5093343 58.4133338 124.6151120
[55] 350.4800026 147.9804455 186.9226681 38.9422225 85.6728895 54.5191115
[61] 46.7306670 171.3457790 109.0382230 66.2017783 331.0088913 358.2684471
[67] 54.5191115 147.9804455 70.0960005 70.0960005 62.3075560 81.7786673
[73] 128.5093343 338.7973358 140.1920010 31.1537780 58.4133338 20.0227881
[79] 48.6267712 22.8831864 18.5925890 45.7663729 20.0227881 62.9287627
[85] 31.4643813 24.3133856 102.9743390 54.3475678 120.1367288 22.8831864
[91] 160.1823050 57.2079661 91.5327457 353.2591906 85.8119491 12.8717924
[97] 55.7777669 47.1965720 78.6609534 62.9287627 278.8888347 22.8831864
[103] 257.4358474 85.8119491 17.1623898 20.0227881 15.7321907 42.9059746
[109] 27.1737839 14.3019915 57.2079661 35.7549788 8.5811949 193.0768855
[115] 51.4871695 32.8945805 42.9059746 45.3126141 135.9378423 86.0939668
[121] 72.5001825 27.1875685 47.5782448 90.6252282 90.6252282 47.5782448
[127] 145.0003651 45.3126141 54.3751369 108.7502738 54.3751369 52.1095062
[133] 113.2815352 54.3751369 58.9063983 27.1875685 299.0632530 74.7658133
[139] 88.3595975 54.3751369 47.5782448 90.6252282 122.3440580 430.4698339
[145] 67.9689211 163.1254107 208.4380248 24.9219378 156.3285186 163.1254107
[151] 31.7188299 122.3440580 6.9276715 175.8562772 9.5921606 13.8553431
[157] 19.1843211 10.6579562 27.7106861 21.3159124 5.8618759 8.5263650
[163] 52.2239853 11.7237518 34.6383576 5.8618759 11.1908540 19.1843211
[169] 55.4213722 29.8422773 20.2501168 51.1581897 67.1451240 9.0592628
[175] 30.3751752 243.0014012 8.5263650 36.7699489 8.5263650 12.7895474
[181] 54.3555766 7.3005202 7.0919339 2.5030355 1.4601040 3.6154957
[187] 2.5030355 338.9527216 3.9631395 2.6420930 3.3373806 1.8077478
[193] 25.0303548 0.8343452 46.7233290 3.5459669 5.5623011 1.8077478
[199] 3.0592656 2.6420930 0.9734027 0.9734027 2.0858629 1.1819890
[205] 2.3639780 1.5296328 1.5296328 1.3210465 51.4796158 24.9598137
[211] 655.1951106 31.1997672 187.1986030 14.0398952 74.8794412 18.7198603
[217] 28.0797905 24.9598137 99.8392550 112.3191618 34.3197439 18.7198603
[223] 499.1962748 137.2789756 23.3998254 56.1595809 20.2798487 121.6790920
[229] 45.2396624 34.3197439 40.5596973 77.9994179 40.5596973 34.3197439
[235] 137.2789756 159.1188126 162.2387893 17.1598719 27.5931273 60.7048800
[241] 45.5286600 19.3151891 24.8338145 41.3896909 52.4269418 153.1418563
[247] 33.1117527 20.6948454 24.8338145 33.1117527 107.6131963 71.7421309
[253] 15.1762200 86.9183509 26.2134709 27.5931273 23.4541582 93.8166327
[259] 17.9355327 57.9455672 20.6948454 53.8065982 52.4269418 77.2607563
[265] 466.3238506 22.0745018 28.9727836 241.4398635 9.6575945 38.6303782
[271] 74.5014436 44.1490036 77.2607563 27.5931273 182.1146399 44.1490036
[277] 124.1690727 419.4155343
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11175.9585 4463.213 2682.341 1994.176 2145.633 1412.037
2 4463.2134 -1260821.086 17217.192 12800.053 13772.218 9063.468
3 2682.3408 17217.192 -54338.876 7692.687 8276.948 5447.042
4 1994.1755 12800.053 7692.687 -40506.364 6153.464 4049.581
5 2145.6335 13772.218 8276.948 6153.464 -36625.717 4357.148
6 1412.0369 9063.468 5447.042 4049.581 4357.148 -56598.983
7 11916.2829 76487.272 45967.986 34174.715 36770.290 24198.450
8 893.9401 5737.950 3448.443 2563.731 2758.447 1815.328
9 30922.7713 198484.581 119286.991 88683.435 95418.954 62795.014
7 8 9
1 11916.28 893.9401 30922.77
2 76487.27 5737.9505 198484.58
3 45967.99 3448.4434 119286.99
4 34174.72 2563.7314 88683.43
5 36770.29 2758.4472 95418.95
6 24198.45 1815.3283 62795.01
7 -8375434.21 15319.6889 529931.73
8 15319.69 -11998.9739 39754.61
9 529931.73 39754.6147 -7589826.39
$eigen
eigen() decomposition
$values
[1] -5442.067 -12386.227 -24501.132 -44869.380 -55843.019
[6] -61350.450 -1254385.167 -7336171.932 -8642377.185
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.590684214 0.7535143513 0.286717861 0.0106167016 0.028104432
[2,] -0.018984049 -0.0019501355 -0.018374734 -0.0018067451 -0.006430030
[3,] -0.247277095 -0.0286186163 -0.347617843 -0.0681959622 -0.539080582
[4,] -0.267051732 -0.0328835814 -0.478046308 -0.7408950634 0.368508525
[5,] -0.309975774 -0.0387964057 -0.596092490 0.6661286549 0.302729844
[6,] -0.142748616 -0.0167357094 -0.210310997 -0.0487371849 -0.692595174
[7,] -0.007590359 -0.0007761311 -0.007253813 -0.0007034408 -0.002484599
[8,] -0.633556705 -0.6546162250 0.410066782 0.0141983705 0.037211959
[9,] -0.018849820 -0.0019273687 -0.018012319 -0.0017465707 -0.006168659
[,6] [,7] [,8] [,9]
[1,] -0.012618613 0.004394730 0.004459734 0.0003786577
[2,] 0.003263186 -0.999015758 0.034674074 0.0028528063
[3,] 0.722026559 0.017705617 0.017328726 0.0014696954
[4,] -0.118386686 0.012962036 0.012850348 0.0010902926
[5,] -0.106418622 0.013912202 0.013820686 0.0011726941
[6,] -0.672962730 0.009279869 0.009115638 0.0007732060
[7,] 0.001256095 -0.012774734 -0.450173225 0.8927831732
[8,] -0.016652366 0.005655720 0.005734477 0.0004868781
[9,] 0.003118494 -0.031493693 -0.891823682 -0.4504712697
$lambda
[1] -5442.067
$k
[1] -0.981974
$v
[1] -0.590684214 -0.018984049 -0.247277095 -0.267051732 -0.309975774
[6] -0.142748616 -0.007590359 -0.633556705 -0.018849820
$s
[1] 0.580036518 0.018641841 0.242819669 0.262237847 0.304388139 0.140175424
[7] 0.007453535 0.622136188 0.018510032
$x_Uc
[1] 68.3073799 36.4306026 109.2918078 52.3689913 54.6459039 54.6459039
[7] 227.6912663 31.8767773 22.7691266 500.9207859 182.1530130 43.2613406
[13] 68.3073799 710.3967509 5.8177687 20.9439674 13.8172007 181.5143838
[19] 2.9088844 4.6542150 3.3452170 10.4719837 2.4725517 2.6179959
[25] 6.6904340 2.6179959 7.8539878 4.7996592 6.3995456 2.1816633
[31] 2.3271075 10.1810952 2.4725517 4.6542150 4.0724381 4.3633265
[37] 2.9088844 11.0537606 3.1997728 2.9088844 3.0543286 2.1816633
[43] 4.0724381 2.0362190 16.2897524 6.1086571 6.9813225 3.7815497
[49] 73.3038858 1.1635537 50.6248893 128.5093343 58.4133338 124.6151120
[55] 350.4800026 147.9804455 186.9226681 38.9422225 85.6728895 54.5191115
[61] 46.7306670 171.3457790 109.0382230 66.2017783 331.0088913 358.2684471
[67] 54.5191115 147.9804455 70.0960005 70.0960005 62.3075560 81.7786673
[73] 128.5093343 338.7973358 140.1920010 31.1537780 58.4133338 20.0227881
[79] 48.6267712 22.8831864 18.5925890 45.7663729 20.0227881 62.9287627
[85] 31.4643813 24.3133856 102.9743390 54.3475678 120.1367288 22.8831864
[91] 160.1823050 57.2079661 91.5327457 353.2591906 85.8119491 12.8717924
[97] 55.7777669 47.1965720 78.6609534 62.9287627 278.8888347 22.8831864
[103] 257.4358474 85.8119491 17.1623898 20.0227881 15.7321907 42.9059746
[109] 27.1737839 14.3019915 57.2079661 35.7549788 8.5811949 193.0768855
[115] 51.4871695 32.8945805 42.9059746 45.3126141 135.9378423 86.0939668
[121] 72.5001825 27.1875685 47.5782448 90.6252282 90.6252282 47.5782448
[127] 145.0003651 45.3126141 54.3751369 108.7502738 54.3751369 52.1095062
[133] 113.2815352 54.3751369 58.9063983 27.1875685 299.0632530 74.7658133
[139] 88.3595975 54.3751369 47.5782448 90.6252282 122.3440580 430.4698339
[145] 67.9689211 163.1254107 208.4380248 24.9219378 156.3285186 163.1254107
[151] 31.7188299 122.3440580 6.9276715 175.8562772 9.5921606 13.8553431
[157] 19.1843211 10.6579562 27.7106861 21.3159124 5.8618759 8.5263650
[163] 52.2239853 11.7237518 34.6383576 5.8618759 11.1908540 19.1843211
[169] 55.4213722 29.8422773 20.2501168 51.1581897 67.1451240 9.0592628
[175] 30.3751752 243.0014012 8.5263650 36.7699489 8.5263650 12.7895474
[181] 54.3555766 7.3005202 7.0919339 2.5030355 1.4601040 3.6154957
[187] 2.5030355 338.9527216 3.9631395 2.6420930 3.3373806 1.8077478
[193] 25.0303548 0.8343452 46.7233290 3.5459669 5.5623011 1.8077478
[199] 3.0592656 2.6420930 0.9734027 0.9734027 2.0858629 1.1819890
[205] 2.3639780 1.5296328 1.5296328 1.3210465 51.4796158 24.9598137
[211] 655.1951106 31.1997672 187.1986030 14.0398952 74.8794412 18.7198603
[217] 28.0797905 24.9598137 99.8392550 112.3191618 34.3197439 18.7198603
[223] 499.1962748 137.2789756 23.3998254 56.1595809 20.2798487 121.6790920
[229] 45.2396624 34.3197439 40.5596973 77.9994179 40.5596973 34.3197439
[235] 137.2789756 159.1188126 162.2387893 17.1598719 27.5931273 60.7048800
[241] 45.5286600 19.3151891 24.8338145 41.3896909 52.4269418 153.1418563
[247] 33.1117527 20.6948454 24.8338145 33.1117527 107.6131963 71.7421309
[253] 15.1762200 86.9183509 26.2134709 27.5931273 23.4541582 93.8166327
[259] 17.9355327 57.9455672 20.6948454 53.8065982 52.4269418 77.2607563
[265] 466.3238506 22.0745018 28.9727836 241.4398635 9.6575945 38.6303782
[271] 74.5014436 44.1490036 77.2607563 27.5931273 182.1146399 44.1490036
[277] 124.1690727 419.4155343
$x
[1] 68.3073799 36.4306026 109.2918078 52.3689913 54.6459039 54.6459039
[7] 227.6912663 31.8767773 22.7691266 500.9207859 182.1530130 43.2613406
[13] 68.3073799 710.3967509 5.8177687 20.9439674 13.8172007 181.5143838
[19] 2.9088844 4.6542150 3.3452170 10.4719837 2.4725517 2.6179959
[25] 6.6904340 2.6179959 7.8539878 4.7996592 6.3995456 2.1816633
[31] 2.3271075 10.1810952 2.4725517 4.6542150 4.0724381 4.3633265
[37] 2.9088844 11.0537606 3.1997728 2.9088844 3.0543286 2.1816633
[43] 4.0724381 2.0362190 16.2897524 6.1086571 6.9813225 3.7815497
[49] 73.3038858 1.1635537 50.6248893 128.5093343 58.4133338 124.6151120
[55] 350.4800026 147.9804455 186.9226681 38.9422225 85.6728895 54.5191115
[61] 46.7306670 171.3457790 109.0382230 66.2017783 331.0088913 358.2684471
[67] 54.5191115 147.9804455 70.0960005 70.0960005 62.3075560 81.7786673
[73] 128.5093343 338.7973358 140.1920010 31.1537780 58.4133338 20.0227881
[79] 48.6267712 22.8831864 18.5925890 45.7663729 20.0227881 62.9287627
[85] 31.4643813 24.3133856 102.9743390 54.3475678 120.1367288 22.8831864
[91] 160.1823050 57.2079661 91.5327457 353.2591906 85.8119491 12.8717924
[97] 55.7777669 47.1965720 78.6609534 62.9287627 278.8888347 22.8831864
[103] 257.4358474 85.8119491 17.1623898 20.0227881 15.7321907 42.9059746
[109] 27.1737839 14.3019915 57.2079661 35.7549788 8.5811949 193.0768855
[115] 51.4871695 32.8945805 42.9059746 45.3126141 135.9378423 86.0939668
[121] 72.5001825 27.1875685 47.5782448 90.6252282 90.6252282 47.5782448
[127] 145.0003651 45.3126141 54.3751369 108.7502738 54.3751369 52.1095062
[133] 113.2815352 54.3751369 58.9063983 27.1875685 299.0632530 74.7658133
[139] 88.3595975 54.3751369 47.5782448 90.6252282 122.3440580 430.4698339
[145] 67.9689211 163.1254107 208.4380248 24.9219378 156.3285186 163.1254107
[151] 31.7188299 122.3440580 6.9276715 175.8562772 9.5921606 13.8553431
[157] 19.1843211 10.6579562 27.7106861 21.3159124 5.8618759 8.5263650
[163] 52.2239853 11.7237518 34.6383576 5.8618759 11.1908540 19.1843211
[169] 55.4213722 29.8422773 20.2501168 51.1581897 67.1451240 9.0592628
[175] 30.3751752 243.0014012 8.5263650 36.7699489 8.5263650 12.7895474
[181] 54.3555766 7.3005202 7.0919339 2.5030355 1.4601040 3.6154957
[187] 2.5030355 338.9527216 3.9631395 2.6420930 3.3373806 1.8077478
[193] 25.0303548 0.8343452 46.7233290 3.5459669 5.5623011 1.8077478
[199] 3.0592656 2.6420930 0.9734027 0.9734027 2.0858629 1.1819890
[205] 2.3639780 1.5296328 1.5296328 1.3210465 51.4796158 24.9598137
[211] 655.1951106 31.1997672 187.1986030 14.0398952 74.8794412 18.7198603
[217] 28.0797905 24.9598137 99.8392550 112.3191618 34.3197439 18.7198603
[223] 499.1962748 137.2789756 23.3998254 56.1595809 20.2798487 121.6790920
[229] 45.2396624 34.3197439 40.5596973 77.9994179 40.5596973 34.3197439
[235] 137.2789756 159.1188126 162.2387893 17.1598719 27.5931273 60.7048800
[241] 45.5286600 19.3151891 24.8338145 41.3896909 52.4269418 153.1418563
[247] 33.1117527 20.6948454 24.8338145 33.1117527 107.6131963 71.7421309
[253] 15.1762200 86.9183509 26.2134709 27.5931273 23.4541582 93.8166327
[259] 17.9355327 57.9455672 20.6948454 53.8065982 52.4269418 77.2607563
[265] 466.3238506 22.0745018 28.9727836 241.4398635 9.6575945 38.6303782
[271] 74.5014436 44.1490036 77.2607563 27.5931273 182.1146399 44.1490036
[277] 124.1690727 419.4155343
dca works for pop9d278s, n>n_max, U (domain blockage)
Code
result
Output
[1] 49.4349179 26.3652895 79.0958686 37.9001037 39.5479343 39.5479343
[7] 164.7830596 23.0696283 16.4783060 362.5227311 131.8264477 31.3087813
[13] 49.4349179 514.1231459 5.8066691 20.9040088 13.7908392 181.1680766
[19] 2.9033346 4.6453353 3.3388347 10.4520044 2.4678344 2.6130011
[25] 6.6776695 2.6130011 7.8390033 4.7905020 6.3873360 2.1775009
[31] 2.3226676 10.1616710 2.4678344 4.6453353 4.0646684 4.3550018
[37] 2.9033346 11.0326713 3.1936680 2.9033346 3.0485013 2.1775009
[43] 4.0646684 2.0323342 16.2586735 6.0970026 6.9680029 3.7743349
[49] 73.1640309 1.1613338 48.6109663 123.3970684 56.0895765 119.6577633
[55] 336.5374592 142.0935939 179.4866449 37.3930510 82.2647122 52.3502714
[61] 44.8716612 164.5294245 104.7005429 63.5681867 317.8409337 344.0160694
[67] 52.3502714 142.0935939 67.3074918 67.3074918 59.8288816 78.5254071
[73] 123.3970684 325.3195439 134.6149837 29.9144408 56.0895765 18.8861700
[79] 45.8664129 21.5841943 17.5371579 43.1683886 18.8861700 59.3565343
[85] 29.6782672 22.9332064 97.1288744 51.2624615 113.3170201 21.5841943
[91] 151.0893601 53.9604858 86.3367772 333.2059995 80.9407286 12.1411093
[97] 52.6114736 44.5174007 74.1956679 59.3565343 263.0573681 21.5841943
[103] 242.8221859 80.9407286 16.1881457 18.8861700 14.8391336 40.4703643
[109] 25.6312307 13.4901214 53.9604858 33.7253036 8.0940729 182.1166394
[115] 48.5644372 31.0272793 40.4703643 42.5500584 127.6501751 80.8451109
[121] 68.0800934 25.5300350 44.6775613 85.1001168 85.1001168 44.6775613
[127] 136.1601868 42.5500584 51.0600701 102.1201401 51.0600701 48.9325671
[133] 106.3751459 51.0600701 55.3150759 25.5300350 280.8303853 70.2075963
[139] 82.9726138 51.0600701 44.6775613 85.1001168 114.8851576 404.2255546
[145] 63.8250876 153.1802102 195.7302685 23.4025321 146.7977014 153.1802102
[151] 29.7850409 114.8851576 6.6266095 168.2139346 9.1753055 13.2532191
[157] 18.3506110 10.1947839 26.5064382 20.3895678 5.6071312 8.1558271
[163] 49.9544412 11.2142623 33.1330477 5.6071312 10.7045231 18.3506110
[169] 53.0128764 28.5453950 19.3700894 48.9349628 64.2271387 8.6655663
[175] 29.0551342 232.4410733 8.1558271 35.1720045 8.1558271 12.2337407
[181] 51.9933980 7.2984309 7.0899043 2.5023192 1.4596862 3.6144610
[187] 2.5023192 338.8557209 3.9620054 2.6413369 3.3364256 1.8072305
[193] 25.0231917 0.8341064 46.7099578 3.5449522 5.5607093 1.8072305
[199] 3.0583901 2.6413369 0.9731241 0.9731241 2.0852660 1.1816507
[205] 2.3633014 1.5291950 1.5291950 1.3206685 110.0000000 80.0000000
[211] 200.0000000 100.0000000 240.0000000 90.0000000 160.0000000 120.0000000
[217] 90.0000000 160.0000000 320.0000000 180.0000000 110.0000000 120.0000000
[223] 160.0000000 80.0000000 50.0000000 120.0000000 130.0000000 130.0000000
[229] 290.0000000 110.0000000 130.0000000 100.0000000 130.0000000 110.0000000
[235] 110.0000000 170.0000000 130.0000000 110.0000000 27.5855703 60.6882546
[241] 45.5161909 19.3098992 24.8270132 41.3783554 52.4125835 153.0999149
[247] 33.1026843 20.6891777 24.8270132 33.1026843 107.5837240 71.7224827
[253] 15.1720636 86.8945463 26.2062917 27.5855703 23.4477347 93.7909389
[259] 17.9306207 57.9296975 20.6891777 53.7918620 52.4125835 77.2395967
[265] 466.1961373 22.0684562 28.9648488 241.3737398 9.6549496 38.6197984
[271] 74.4810397 44.1369124 77.2395967 27.5855703 182.0647637 44.1369124
[277] 124.1350662 419.3006679
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -10994.450 5628.264 3382.523 2514.723 2705.717 1780.627
2 5628.264 -1253342.953 21711.466 16141.302 17367.236 11429.342
3 3382.523 21711.466 -51637.869 9700.740 10437.513 6868.905
4 2514.723 16141.302 9700.740 -39013.485 7759.727 5106.660
5 2705.717 17367.236 10437.513 7759.727 -34897.458 5494.512
6 1780.627 11429.342 6868.905 5106.660 5494.512 -55850.486
7 15026.838 96453.054 57967.196 43095.479 46368.587 30515.070
8 38994.667 250295.815 150424.957 111832.831 120326.550 79186.650
7 8
1 15026.84 38994.67
2 96453.05 250295.81
3 57967.20 150424.96
4 43095.48 111832.83
5 46368.59 120326.55
6 30515.07 79186.65
7 -8322127.80 668261.96
8 668261.96 -7230859.25
$eigen
eigen() decomposition
$values
[1] -2987.618 -16920.386 -44826.232 -55290.941 -61222.775
[6] -1242441.239 -6935719.361 -8639315.199
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.67031206 0.74122424 -0.0106787480 0.030467661 -0.012461828
[2,] 0.02971084 -0.01887714 0.0018148649 -0.006880117 0.003213992
[3,] 0.37231414 -0.30224531 0.0683559858 -0.543163544 0.684997507
[4,] 0.39497556 -0.36625492 0.7213000286 0.418503026 -0.117606820
[5,] 0.45641959 -0.43866307 -0.6874227602 0.338919266 -0.105569712
[6,] 0.21410730 -0.17862817 0.0488136239 -0.643378602 -0.711073480
[7,] 0.01189854 -0.00749017 0.0007066231 -0.002659532 0.001237269
[8,] 0.02954906 -0.01859994 0.0017544724 -0.006602994 0.003071756
[,6] [,7] [,8]
[1,] 0.005943488 0.005940895 0.0003644750
[2,] -0.998251366 0.046761414 0.0027461229
[3,] 0.023955619 0.023093620 0.0014146506
[4,] 0.017534858 0.017122854 0.0010494569
[5,] 0.018819767 0.018415375 0.0011287720
[6,] 0.012555064 0.012147707 0.0007442468
[7,] -0.017082779 -0.428803462 0.9031218016
[8,] -0.042117791 -0.901439109 -0.4293697786
$lambda
[1] -2987.618
$k
[1] 0.6262453
$v
[1] 0.67031206 0.02971084 0.37231414 0.39497556 0.45641959 0.21410730 0.01189854
[8] 0.02954906
$s
[1] 0.419779791 0.018606275 0.233159991 0.247351594 0.285830631 0.134083696
[7] 0.007451402 0.018504963
$x_Uc
[1] 49.4349179 26.3652895 79.0958686 37.9001037 39.5479343 39.5479343
[7] 164.7830596 23.0696283 16.4783060 362.5227311 131.8264477 31.3087813
[13] 49.4349179 514.1231459 5.8066691 20.9040088 13.7908392 181.1680766
[19] 2.9033346 4.6453353 3.3388347 10.4520044 2.4678344 2.6130011
[25] 6.6776695 2.6130011 7.8390033 4.7905020 6.3873360 2.1775009
[31] 2.3226676 10.1616710 2.4678344 4.6453353 4.0646684 4.3550018
[37] 2.9033346 11.0326713 3.1936680 2.9033346 3.0485013 2.1775009
[43] 4.0646684 2.0323342 16.2586735 6.0970026 6.9680029 3.7743349
[49] 73.1640309 1.1613338 48.6109663 123.3970684 56.0895765 119.6577633
[55] 336.5374592 142.0935939 179.4866449 37.3930510 82.2647122 52.3502714
[61] 44.8716612 164.5294245 104.7005429 63.5681867 317.8409337 344.0160694
[67] 52.3502714 142.0935939 67.3074918 67.3074918 59.8288816 78.5254071
[73] 123.3970684 325.3195439 134.6149837 29.9144408 56.0895765 18.8861700
[79] 45.8664129 21.5841943 17.5371579 43.1683886 18.8861700 59.3565343
[85] 29.6782672 22.9332064 97.1288744 51.2624615 113.3170201 21.5841943
[91] 151.0893601 53.9604858 86.3367772 333.2059995 80.9407286 12.1411093
[97] 52.6114736 44.5174007 74.1956679 59.3565343 263.0573681 21.5841943
[103] 242.8221859 80.9407286 16.1881457 18.8861700 14.8391336 40.4703643
[109] 25.6312307 13.4901214 53.9604858 33.7253036 8.0940729 182.1166394
[115] 48.5644372 31.0272793 40.4703643 42.5500584 127.6501751 80.8451109
[121] 68.0800934 25.5300350 44.6775613 85.1001168 85.1001168 44.6775613
[127] 136.1601868 42.5500584 51.0600701 102.1201401 51.0600701 48.9325671
[133] 106.3751459 51.0600701 55.3150759 25.5300350 280.8303853 70.2075963
[139] 82.9726138 51.0600701 44.6775613 85.1001168 114.8851576 404.2255546
[145] 63.8250876 153.1802102 195.7302685 23.4025321 146.7977014 153.1802102
[151] 29.7850409 114.8851576 6.6266095 168.2139346 9.1753055 13.2532191
[157] 18.3506110 10.1947839 26.5064382 20.3895678 5.6071312 8.1558271
[163] 49.9544412 11.2142623 33.1330477 5.6071312 10.7045231 18.3506110
[169] 53.0128764 28.5453950 19.3700894 48.9349628 64.2271387 8.6655663
[175] 29.0551342 232.4410733 8.1558271 35.1720045 8.1558271 12.2337407
[181] 51.9933980 7.2984309 7.0899043 2.5023192 1.4596862 3.6144610
[187] 2.5023192 338.8557209 3.9620054 2.6413369 3.3364256 1.8072305
[193] 25.0231917 0.8341064 46.7099578 3.5449522 5.5607093 1.8072305
[199] 3.0583901 2.6413369 0.9731241 0.9731241 2.0852660 1.1816507
[205] 2.3633014 1.5291950 1.5291950 1.3206685 27.5855703 60.6882546
[211] 45.5161909 19.3098992 24.8270132 41.3783554 52.4125835 153.0999149
[217] 33.1026843 20.6891777 24.8270132 33.1026843 107.5837240 71.7224827
[223] 15.1720636 86.8945463 26.2062917 27.5855703 23.4477347 93.7909389
[229] 17.9306207 57.9296975 20.6891777 53.7918620 52.4125835 77.2395967
[235] 466.1961373 22.0684562 28.9648488 241.3737398 9.6549496 38.6197984
[241] 74.4810397 44.1369124 77.2395967 27.5855703 182.0647637 44.1369124
[247] 124.1350662 419.3006679
$x
[1] 49.4349179 26.3652895 79.0958686 37.9001037 39.5479343 39.5479343
[7] 164.7830596 23.0696283 16.4783060 362.5227311 131.8264477 31.3087813
[13] 49.4349179 514.1231459 5.8066691 20.9040088 13.7908392 181.1680766
[19] 2.9033346 4.6453353 3.3388347 10.4520044 2.4678344 2.6130011
[25] 6.6776695 2.6130011 7.8390033 4.7905020 6.3873360 2.1775009
[31] 2.3226676 10.1616710 2.4678344 4.6453353 4.0646684 4.3550018
[37] 2.9033346 11.0326713 3.1936680 2.9033346 3.0485013 2.1775009
[43] 4.0646684 2.0323342 16.2586735 6.0970026 6.9680029 3.7743349
[49] 73.1640309 1.1613338 48.6109663 123.3970684 56.0895765 119.6577633
[55] 336.5374592 142.0935939 179.4866449 37.3930510 82.2647122 52.3502714
[61] 44.8716612 164.5294245 104.7005429 63.5681867 317.8409337 344.0160694
[67] 52.3502714 142.0935939 67.3074918 67.3074918 59.8288816 78.5254071
[73] 123.3970684 325.3195439 134.6149837 29.9144408 56.0895765 18.8861700
[79] 45.8664129 21.5841943 17.5371579 43.1683886 18.8861700 59.3565343
[85] 29.6782672 22.9332064 97.1288744 51.2624615 113.3170201 21.5841943
[91] 151.0893601 53.9604858 86.3367772 333.2059995 80.9407286 12.1411093
[97] 52.6114736 44.5174007 74.1956679 59.3565343 263.0573681 21.5841943
[103] 242.8221859 80.9407286 16.1881457 18.8861700 14.8391336 40.4703643
[109] 25.6312307 13.4901214 53.9604858 33.7253036 8.0940729 182.1166394
[115] 48.5644372 31.0272793 40.4703643 42.5500584 127.6501751 80.8451109
[121] 68.0800934 25.5300350 44.6775613 85.1001168 85.1001168 44.6775613
[127] 136.1601868 42.5500584 51.0600701 102.1201401 51.0600701 48.9325671
[133] 106.3751459 51.0600701 55.3150759 25.5300350 280.8303853 70.2075963
[139] 82.9726138 51.0600701 44.6775613 85.1001168 114.8851576 404.2255546
[145] 63.8250876 153.1802102 195.7302685 23.4025321 146.7977014 153.1802102
[151] 29.7850409 114.8851576 6.6266095 168.2139346 9.1753055 13.2532191
[157] 18.3506110 10.1947839 26.5064382 20.3895678 5.6071312 8.1558271
[163] 49.9544412 11.2142623 33.1330477 5.6071312 10.7045231 18.3506110
[169] 53.0128764 28.5453950 19.3700894 48.9349628 64.2271387 8.6655663
[175] 29.0551342 232.4410733 8.1558271 35.1720045 8.1558271 12.2337407
[181] 51.9933980 7.2984309 7.0899043 2.5023192 1.4596862 3.6144610
[187] 2.5023192 338.8557209 3.9620054 2.6413369 3.3364256 1.8072305
[193] 25.0231917 0.8341064 46.7099578 3.5449522 5.5607093 1.8072305
[199] 3.0583901 2.6413369 0.9731241 0.9731241 2.0852660 1.1816507
[205] 2.3633014 1.5291950 1.5291950 1.3206685 110.0000000 80.0000000
[211] 200.0000000 100.0000000 240.0000000 90.0000000 160.0000000 120.0000000
[217] 90.0000000 160.0000000 320.0000000 180.0000000 110.0000000 120.0000000
[223] 160.0000000 80.0000000 50.0000000 120.0000000 130.0000000 130.0000000
[229] 290.0000000 110.0000000 130.0000000 100.0000000 130.0000000 110.0000000
[235] 110.0000000 170.0000000 130.0000000 110.0000000 27.5855703 60.6882546
[241] 45.5161909 19.3098992 24.8270132 41.3783554 52.4125835 153.0999149
[247] 33.1026843 20.6891777 24.8270132 33.1026843 107.5837240 71.7224827
[253] 15.1720636 86.8945463 26.2062917 27.5855703 23.4477347 93.7909389
[259] 17.9306207 57.9296975 20.6891777 53.7918620 52.4125835 77.2395967
[265] 466.1961373 22.0684562 28.9648488 241.3737398 9.6549496 38.6197984
[271] 74.4810397 44.1369124 77.2395967 27.5855703 182.0647637 44.1369124
[277] 124.1350662 419.3006679
dca works for pop9d278s, n=sum(N)
Code
result
Output
[1] 528.9735129 282.1192069 846.3576206 405.5463599 423.1788103
[6] 423.1788103 1763.2450429 246.8543060 176.3245043 3879.1390944
[11] 1410.5960343 335.0165582 528.9735129 5501.3245339 5.8432483
[16] 21.0356938 13.8777146 182.3093459 2.9216241 4.6745986
[21] 3.3598678 10.5178469 2.4833805 2.6294617 6.7197355
[26] 2.6294617 7.8883852 4.8206798 6.4275731 2.1912181
[31] 2.3372993 10.2256845 2.4833805 4.6745986 4.0902738
[36] 4.3824362 2.9216241 11.1021717 3.2137865 2.9216241
[41] 3.0677053 2.1912181 4.0902738 2.0451369 16.3610951
[46] 6.1354107 7.0118979 3.7981114 73.6249281 1.1686497
[51] 55.9086778 141.9220284 64.5100129 137.6213608 387.0600774
[56] 163.4253660 206.4320413 43.0066753 94.6146856 60.2093454
[61] 51.6080103 189.2293712 120.4186907 73.1113479 365.5567397
[66] 395.6614124 60.2093454 163.4253660 77.4120155 77.4120155
[71] 68.8106804 90.3140181 141.9220284 374.1580748 154.8240310
[76] 34.4053402 64.5100129 23.2090857 56.3649223 26.5246693
[81] 21.5512938 53.0493386 23.2090857 72.9428406 36.4714203
[86] 28.1824611 119.3610119 62.9960896 139.2545139 26.5246693
[91] 185.6726852 66.3116733 106.0986773 409.4745826 99.4675099
[96] 14.9201265 64.6538815 54.7071305 91.1785508 72.9428406
[101] 323.2694073 26.5246693 298.4025298 99.4675099 19.8935020
[106] 23.2090857 18.2357102 49.7337550 31.4980448 16.5779183
[111] 66.3116733 41.4447958 9.9467510 223.8018973 59.6805060
[116] 38.1292121 49.7337550 53.1903485 159.5710456 101.0616622
[121] 85.1045577 31.9142091 55.8498660 106.3806971 106.3806971
[126] 55.8498660 170.2091153 53.1903485 63.8284183 127.6568365
[131] 63.8284183 61.1689008 132.9758714 63.8284183 69.1474531
[136] 31.9142091 351.0563004 87.7640751 103.7211797 63.8284183
[141] 55.8498660 106.3806971 143.6139411 505.3083112 79.7855228
[146] 191.4852548 244.6756033 29.2546917 183.5067025 191.4852548
[151] 37.2332440 143.6139411 7.7286602 196.1890659 10.7012218
[156] 15.4573203 21.4024436 11.8902464 30.9146407 23.7804928
[161] 6.5396355 9.5121971 58.2622074 13.0792711 38.6433009
[166] 6.5396355 12.4847587 21.4024436 61.8292814 33.2926900
[171] 22.5914682 57.0731828 74.9085524 10.1067095 33.8872023
[176] 271.0976183 9.5121971 41.0213501 9.5121971 14.2682957
[181] 60.6402567 7.3052906 7.0965680 2.5046711 1.4610581
[186] 3.6178582 2.5046711 339.1742048 3.9657292 2.6438194
[191] 3.3395614 1.8089291 25.0467105 0.8348904 46.7538596
[196] 3.5482840 5.5659357 1.8089291 3.0612646 2.6438194
[201] 0.9740387 0.9740387 2.0872259 1.1827613 2.3655227
[206] 1.5306323 1.5306323 1.3219097 188.2687305 91.2818088
[211] 2396.1474797 114.1022609 684.6135656 51.3460174 273.8454263
[216] 68.4613566 102.6920348 91.2818088 365.1272350 410.7681394
[221] 125.5124870 68.4613566 1825.6361750 502.0499481 85.5766957
[226] 205.3840697 74.1664696 444.9988177 165.4482784 125.5124870
[231] 148.3329392 285.2556523 148.3329392 125.5124870 502.0499481
[236] 581.9215308 593.3317569 62.7562435 27.6103816 60.7428394
[241] 45.5571296 19.3272671 24.8493434 41.4155723 52.4597250
[246] 153.2376177 33.1324579 20.7077862 24.8493434 33.1324579
[251] 107.6804881 71.7869921 15.1857099 86.9727019 26.2298625
[256] 27.6103816 23.4688243 93.8752973 17.9467480 57.9818013
[261] 20.7077862 53.8402440 52.4597250 77.3090684 466.6154484
[266] 22.0883053 28.9909006 241.5908387 9.6636335 38.6545342
[271] 74.5480302 44.1766105 77.3090684 27.6103816 182.2285183
[276] 44.1766105 124.2467170 419.6777998
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11555.6670 2025.971 1217.585 905.209 973.9598 640.9609
2 2025.9707 -1276465.062 7815.339 5810.283 6251.5744 4114.1480
3 1217.5855 7815.339 -59989.283 3491.914 3757.1256 2472.5564
4 905.2090 5810.283 3491.914 -43629.411 2793.2199 1838.2122
5 973.9598 6251.574 3757.126 2793.220 -40241.1720 1977.8247
6 640.9609 4114.148 2472.556 1838.212 1977.8247 -58164.8101
7 5409.1161 34719.597 20866.085 15512.808 16691.0075 10984.3170
8 405.7831 2604.608 1565.340 1163.746 1252.1322 824.0256
9 14036.6642 90097.404 54147.522 40255.758 43313.1886 28504.3185
7 8 9
1 5409.116 405.7831 14036.66
2 34719.597 2604.6076 90097.40
3 20866.085 1565.3397 54147.52
4 15512.808 1163.7455 40255.76
5 16691.008 1252.1322 43313.19
6 10984.317 824.0256 28504.32
7 -8486949.253 6954.0122 240550.04
8 6954.012 -12626.5533 18045.67
9 240550.037 18045.6717 -8340772.31
$eigen
eigen() decomposition
$values
[1] -11041.08 -12639.96 -36579.49 -45072.13 -57608.99 -62017.60
[7] -1275277.15 -8164723.96 -8665433.15
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.886555861 0.4566921841 0.070027869 0.009983825 -0.017266593
[2,] 0.003695483 -0.0017646966 -0.008864361 -0.001709760 0.004114981
[3,] 0.052927754 -0.0260183444 -0.237474179 -0.065191712 0.430459753
[4,] 0.059994760 -0.0299755188 -0.514434653 -0.824241700 -0.198961047
[5,] 0.070522210 -0.0353912510 -0.800819899 0.560272184 -0.169671348
[6,] 0.030865497 -0.0152233402 -0.153522248 -0.046763009 0.863409482
[7,] 0.001472077 -0.0007022098 -0.003470880 -0.000665588 0.001588104
[8,] 0.449068745 -0.8878996701 0.094934779 0.013348704 -0.022835637
[9,] 0.003655638 -0.0017437976 -0.008618196 -0.001652584 0.003942843
[,6] [,7] [,8] [,9]
[1,] -0.011950930 0.001749784 0.001771250 0.0004643001
[2,] 0.003133896 -0.999840482 0.013481834 0.0034964174
[3,] 0.866303634 0.007044409 0.006877285 0.0018020722
[4,] -0.108833761 0.005158474 0.005101264 0.0013368739
[5,] -0.098516257 0.005536841 0.005486692 0.0014379127
[6,] -0.477028463 0.003692394 0.003618006 0.0009480708
[7,] 0.001205767 -0.005186640 -0.596435748 0.8026321517
[8,] -0.015765690 0.002251815 0.002277493 0.0005969968
[9,] 0.002993534 -0.012784853 -0.802469813 -0.5964568979
$lambda
[1] -11041.08
$k
[1] 5.066587
$v
[1] 0.886555861 0.003695483 0.052927754 0.059994760 0.070522210 0.030865497
[7] 0.001472077 0.449068745 0.003655638
$s
[1] 4.491812673 0.018723485 0.268163088 0.303968689 0.357306933 0.156382734
[7] 0.007458406 2.275246005 0.018521607
$x_Uc
[1] 528.9735129 282.1192069 846.3576206 405.5463599 423.1788103
[6] 423.1788103 1763.2450429 246.8543060 176.3245043 3879.1390944
[11] 1410.5960343 335.0165582 528.9735129 5501.3245339 5.8432483
[16] 21.0356938 13.8777146 182.3093459 2.9216241 4.6745986
[21] 3.3598678 10.5178469 2.4833805 2.6294617 6.7197355
[26] 2.6294617 7.8883852 4.8206798 6.4275731 2.1912181
[31] 2.3372993 10.2256845 2.4833805 4.6745986 4.0902738
[36] 4.3824362 2.9216241 11.1021717 3.2137865 2.9216241
[41] 3.0677053 2.1912181 4.0902738 2.0451369 16.3610951
[46] 6.1354107 7.0118979 3.7981114 73.6249281 1.1686497
[51] 55.9086778 141.9220284 64.5100129 137.6213608 387.0600774
[56] 163.4253660 206.4320413 43.0066753 94.6146856 60.2093454
[61] 51.6080103 189.2293712 120.4186907 73.1113479 365.5567397
[66] 395.6614124 60.2093454 163.4253660 77.4120155 77.4120155
[71] 68.8106804 90.3140181 141.9220284 374.1580748 154.8240310
[76] 34.4053402 64.5100129 23.2090857 56.3649223 26.5246693
[81] 21.5512938 53.0493386 23.2090857 72.9428406 36.4714203
[86] 28.1824611 119.3610119 62.9960896 139.2545139 26.5246693
[91] 185.6726852 66.3116733 106.0986773 409.4745826 99.4675099
[96] 14.9201265 64.6538815 54.7071305 91.1785508 72.9428406
[101] 323.2694073 26.5246693 298.4025298 99.4675099 19.8935020
[106] 23.2090857 18.2357102 49.7337550 31.4980448 16.5779183
[111] 66.3116733 41.4447958 9.9467510 223.8018973 59.6805060
[116] 38.1292121 49.7337550 53.1903485 159.5710456 101.0616622
[121] 85.1045577 31.9142091 55.8498660 106.3806971 106.3806971
[126] 55.8498660 170.2091153 53.1903485 63.8284183 127.6568365
[131] 63.8284183 61.1689008 132.9758714 63.8284183 69.1474531
[136] 31.9142091 351.0563004 87.7640751 103.7211797 63.8284183
[141] 55.8498660 106.3806971 143.6139411 505.3083112 79.7855228
[146] 191.4852548 244.6756033 29.2546917 183.5067025 191.4852548
[151] 37.2332440 143.6139411 7.7286602 196.1890659 10.7012218
[156] 15.4573203 21.4024436 11.8902464 30.9146407 23.7804928
[161] 6.5396355 9.5121971 58.2622074 13.0792711 38.6433009
[166] 6.5396355 12.4847587 21.4024436 61.8292814 33.2926900
[171] 22.5914682 57.0731828 74.9085524 10.1067095 33.8872023
[176] 271.0976183 9.5121971 41.0213501 9.5121971 14.2682957
[181] 60.6402567 7.3052906 7.0965680 2.5046711 1.4610581
[186] 3.6178582 2.5046711 339.1742048 3.9657292 2.6438194
[191] 3.3395614 1.8089291 25.0467105 0.8348904 46.7538596
[196] 3.5482840 5.5659357 1.8089291 3.0612646 2.6438194
[201] 0.9740387 0.9740387 2.0872259 1.1827613 2.3655227
[206] 1.5306323 1.5306323 1.3219097 188.2687305 91.2818088
[211] 2396.1474797 114.1022609 684.6135656 51.3460174 273.8454263
[216] 68.4613566 102.6920348 91.2818088 365.1272350 410.7681394
[221] 125.5124870 68.4613566 1825.6361750 502.0499481 85.5766957
[226] 205.3840697 74.1664696 444.9988177 165.4482784 125.5124870
[231] 148.3329392 285.2556523 148.3329392 125.5124870 502.0499481
[236] 581.9215308 593.3317569 62.7562435 27.6103816 60.7428394
[241] 45.5571296 19.3272671 24.8493434 41.4155723 52.4597250
[246] 153.2376177 33.1324579 20.7077862 24.8493434 33.1324579
[251] 107.6804881 71.7869921 15.1857099 86.9727019 26.2298625
[256] 27.6103816 23.4688243 93.8752973 17.9467480 57.9818013
[261] 20.7077862 53.8402440 52.4597250 77.3090684 466.6154484
[266] 22.0883053 28.9909006 241.5908387 9.6636335 38.6545342
[271] 74.5480302 44.1766105 77.3090684 27.6103816 182.2285183
[276] 44.1766105 124.2467170 419.6777998
$x
[1] 528.9735129 282.1192069 846.3576206 405.5463599 423.1788103
[6] 423.1788103 1763.2450429 246.8543060 176.3245043 3879.1390944
[11] 1410.5960343 335.0165582 528.9735129 5501.3245339 5.8432483
[16] 21.0356938 13.8777146 182.3093459 2.9216241 4.6745986
[21] 3.3598678 10.5178469 2.4833805 2.6294617 6.7197355
[26] 2.6294617 7.8883852 4.8206798 6.4275731 2.1912181
[31] 2.3372993 10.2256845 2.4833805 4.6745986 4.0902738
[36] 4.3824362 2.9216241 11.1021717 3.2137865 2.9216241
[41] 3.0677053 2.1912181 4.0902738 2.0451369 16.3610951
[46] 6.1354107 7.0118979 3.7981114 73.6249281 1.1686497
[51] 55.9086778 141.9220284 64.5100129 137.6213608 387.0600774
[56] 163.4253660 206.4320413 43.0066753 94.6146856 60.2093454
[61] 51.6080103 189.2293712 120.4186907 73.1113479 365.5567397
[66] 395.6614124 60.2093454 163.4253660 77.4120155 77.4120155
[71] 68.8106804 90.3140181 141.9220284 374.1580748 154.8240310
[76] 34.4053402 64.5100129 23.2090857 56.3649223 26.5246693
[81] 21.5512938 53.0493386 23.2090857 72.9428406 36.4714203
[86] 28.1824611 119.3610119 62.9960896 139.2545139 26.5246693
[91] 185.6726852 66.3116733 106.0986773 409.4745826 99.4675099
[96] 14.9201265 64.6538815 54.7071305 91.1785508 72.9428406
[101] 323.2694073 26.5246693 298.4025298 99.4675099 19.8935020
[106] 23.2090857 18.2357102 49.7337550 31.4980448 16.5779183
[111] 66.3116733 41.4447958 9.9467510 223.8018973 59.6805060
[116] 38.1292121 49.7337550 53.1903485 159.5710456 101.0616622
[121] 85.1045577 31.9142091 55.8498660 106.3806971 106.3806971
[126] 55.8498660 170.2091153 53.1903485 63.8284183 127.6568365
[131] 63.8284183 61.1689008 132.9758714 63.8284183 69.1474531
[136] 31.9142091 351.0563004 87.7640751 103.7211797 63.8284183
[141] 55.8498660 106.3806971 143.6139411 505.3083112 79.7855228
[146] 191.4852548 244.6756033 29.2546917 183.5067025 191.4852548
[151] 37.2332440 143.6139411 7.7286602 196.1890659 10.7012218
[156] 15.4573203 21.4024436 11.8902464 30.9146407 23.7804928
[161] 6.5396355 9.5121971 58.2622074 13.0792711 38.6433009
[166] 6.5396355 12.4847587 21.4024436 61.8292814 33.2926900
[171] 22.5914682 57.0731828 74.9085524 10.1067095 33.8872023
[176] 271.0976183 9.5121971 41.0213501 9.5121971 14.2682957
[181] 60.6402567 7.3052906 7.0965680 2.5046711 1.4610581
[186] 3.6178582 2.5046711 339.1742048 3.9657292 2.6438194
[191] 3.3395614 1.8089291 25.0467105 0.8348904 46.7538596
[196] 3.5482840 5.5659357 1.8089291 3.0612646 2.6438194
[201] 0.9740387 0.9740387 2.0872259 1.1827613 2.3655227
[206] 1.5306323 1.5306323 1.3219097 188.2687305 91.2818088
[211] 2396.1474797 114.1022609 684.6135656 51.3460174 273.8454263
[216] 68.4613566 102.6920348 91.2818088 365.1272350 410.7681394
[221] 125.5124870 68.4613566 1825.6361750 502.0499481 85.5766957
[226] 205.3840697 74.1664696 444.9988177 165.4482784 125.5124870
[231] 148.3329392 285.2556523 148.3329392 125.5124870 502.0499481
[236] 581.9215308 593.3317569 62.7562435 27.6103816 60.7428394
[241] 45.5571296 19.3272671 24.8493434 41.4155723 52.4597250
[246] 153.2376177 33.1324579 20.7077862 24.8493434 33.1324579
[251] 107.6804881 71.7869921 15.1857099 86.9727019 26.2298625
[256] 27.6103816 23.4688243 93.8752973 17.9467480 57.9818013
[261] 20.7077862 53.8402440 52.4597250 77.3090684 466.6154484
[266] 22.0883053 28.9909006 241.5908387 9.6636335 38.6545342
[271] 74.5480302 44.1766105 77.3090684 27.6103816 182.2285183
[276] 44.1766105 124.2467170 419.6777998
dca works for pop9d278s, n=sum(N), U
Code
result
Output
[1] 1.500000e+02 1.600000e+02 2.400000e+02 2.300000e+02 1.200000e+02
[6] 1.200000e+02 2.000000e+02 7.000000e+01 1.000000e+02 2.000000e+02
[11] 2.000000e+02 1.900000e+02 1.500000e+02 2.359184e+04 5.821143e+00
[16] 2.095612e+01 1.382522e+01 1.816197e+02 2.910572e+00 4.656915e+00
[21] 3.347157e+00 1.047806e+01 2.473986e+00 2.619514e+00 6.694315e+00
[26] 2.619514e+00 7.858543e+00 4.802443e+00 6.403258e+00 2.182929e+00
[31] 2.328457e+00 1.018700e+01 2.473986e+00 4.656915e+00 4.074800e+00
[36] 4.365857e+00 2.910572e+00 1.106017e+01 3.201629e+00 2.910572e+00
[41] 3.056100e+00 2.182929e+00 4.074800e+00 2.037400e+00 1.629920e+01
[46] 6.112200e+00 6.985372e+00 3.783743e+00 7.334640e+01 1.164229e+00
[51] 5.126904e+01 1.301445e+02 5.915659e+01 1.262007e+02 3.549395e+02
[56] 1.498634e+02 1.893011e+02 3.943772e+01 8.676299e+01 5.521281e+01
[61] 4.732527e+01 1.735260e+02 1.104256e+02 6.704413e+01 3.352207e+02
[66] 3.628271e+02 5.521281e+01 1.498634e+02 7.098790e+01 7.098790e+01
[71] 6.310036e+01 8.281922e+01 1.301445e+02 3.431082e+02 1.419758e+02
[76] 3.155018e+01 5.915659e+01 2.039502e+01 4.953077e+01 2.330860e+01
[81] 1.893824e+01 4.661720e+01 2.039502e+01 6.409865e+01 3.204932e+01
[86] 2.476539e+01 1.048887e+02 5.535792e+01 1.223701e+02 2.330860e+01
[91] 1.631602e+02 5.827150e+01 9.323440e+01 3.598265e+02 8.740725e+01
[96] 1.311109e+01 5.681471e+01 4.807399e+01 8.012331e+01 6.409865e+01
[101] 2.840736e+02 2.330860e+01 2.622217e+02 8.740725e+01 1.748145e+01
[106] 2.039502e+01 1.602466e+01 4.370362e+01 2.767896e+01 1.456787e+01
[111] 5.827150e+01 3.641969e+01 8.740725e+00 1.966663e+02 5.244435e+01
[116] 3.350611e+01 4.370362e+01 4.622272e+01 1.386682e+02 8.782316e+01
[121] 7.395635e+01 2.773363e+01 4.853385e+01 9.244543e+01 9.244543e+01
[126] 4.853385e+01 1.479127e+02 4.622272e+01 5.546726e+01 1.109345e+02
[131] 5.546726e+01 5.315612e+01 1.155568e+02 5.546726e+01 6.008953e+01
[136] 2.773363e+01 3.050699e+02 7.626748e+01 9.013430e+01 5.546726e+01
[141] 4.853385e+01 9.244543e+01 1.248013e+02 4.391158e+02 6.933408e+01
[146] 1.664018e+02 2.126245e+02 2.542249e+01 1.594684e+02 1.664018e+02
[151] 3.235590e+01 1.248013e+02 7.024455e+00 1.783131e+02 9.726169e+00
[156] 1.404891e+01 1.945234e+01 1.080685e+01 2.809782e+01 2.161371e+01
[161] 5.943770e+00 8.645483e+00 5.295358e+01 1.188754e+01 3.512228e+01
[166] 5.943770e+00 1.134720e+01 1.945234e+01 5.619564e+01 3.025919e+01
[171] 2.053302e+01 5.187290e+01 6.808318e+01 9.185826e+00 3.079953e+01
[176] 2.463963e+02 8.645483e+00 3.728365e+01 8.645483e+00 1.296822e+01
[181] 5.511496e+01 7.301154e+00 7.092550e+00 2.503253e+00 1.460231e+00
[186] 3.615810e+00 2.503253e+00 3.389821e+02 3.963484e+00 2.642322e+00
[191] 3.337670e+00 1.807905e+00 2.503253e+01 8.344176e-01 4.672739e+01
[196] 3.546275e+00 5.562784e+00 1.807905e+00 3.059531e+00 2.642322e+00
[201] 9.734872e-01 9.734872e-01 2.086044e+00 1.182092e+00 2.364183e+00
[206] 1.529766e+00 1.529766e+00 1.321161e+00 5.698378e+01 2.762850e+01
[211] 7.252481e+02 3.453562e+01 2.072137e+02 1.554103e+01 8.288550e+01
[216] 2.072137e+01 3.108206e+01 2.762850e+01 1.105140e+02 1.243282e+02
[221] 3.798919e+01 2.072137e+01 5.525700e+02 1.519567e+02 2.590172e+01
[226] 6.216412e+01 2.244816e+01 1.346889e+02 5.007665e+01 3.798919e+01
[231] 4.489631e+01 8.633906e+01 4.489631e+01 3.798919e+01 1.519567e+02
[236] 1.761317e+02 1.795852e+02 1.899459e+01 2.759542e+01 6.070992e+01
[241] 4.553244e+01 1.931679e+01 2.483588e+01 4.139313e+01 5.243130e+01
[246] 1.531546e+02 3.311450e+01 2.069656e+01 2.483588e+01 3.311450e+01
[251] 1.076221e+02 7.174809e+01 1.517748e+01 8.692557e+01 2.621565e+01
[256] 2.759542e+01 2.345611e+01 9.382443e+01 1.793702e+01 5.795038e+01
[261] 2.069656e+01 5.381107e+01 5.243130e+01 7.726718e+01 4.663626e+02
[266] 2.207634e+01 2.897519e+01 2.414599e+02 9.658397e+00 3.863359e+01
[271] 7.450763e+01 4.415267e+01 7.726718e+01 2.759542e+01 1.821298e+02
[276] 4.415267e+01 1.241794e+02 4.194504e+02
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -6214.2261 699.1716 420.1942 312.3917 336.1179 221.1985
2 699.1716 -1275804.4658 8212.3502 6105.4388 6569.1478 4323.1424
3 420.1942 8212.3502 -59750.6843 3669.2998 3947.9836 2598.1597
4 312.3917 6105.4388 3669.2998 -43497.5348 2935.1126 1931.5914
5 336.1179 6569.1478 3947.9836 2935.1126 -40088.5026 2078.2961
6 221.1985 4323.1424 2598.1597 1931.5914 2078.2961 -58098.6900
7 1866.7103 36483.3160 21926.0607 16300.8419 17538.8932 11542.3088
8 140.0376 2736.9189 1644.8573 1222.8626 1315.7392 865.8852
9 4844.1159 94674.2577 56898.1591 42300.7083 45513.4531 29952.3080
7 8 9
1 1866.710 140.0376 4844.116
2 36483.316 2736.9189 94674.258
3 21926.061 1644.8573 56898.159
4 16300.842 1222.8626 42300.708
5 17538.893 1315.7392 45513.453
6 11542.309 865.8852 29952.308
7 -8482240.319 7307.2687 252769.727
8 7307.269 -12600.0526 18962.373
9 252769.727 18962.3729 -8309062.194
$eigen
eigen() decomposition
$values
[1] -6186.419 -12242.789 -35963.458 -45052.130 -57496.022
[6] -61955.415 -1274483.118 -8130979.485 -8662997.833
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.9990265873 0.038337907 0.020651045 0.0028283949 0.005299214
[2,] 0.0009673899 -0.003515660 -0.009567231 -0.0017236418 -0.004308120
[3,] 0.0127536911 -0.051457660 -0.250930119 -0.0656551275 -0.443623812
[4,] 0.0138533875 -0.059038183 -0.522151083 -0.8167857265 0.210406528
[5,] 0.0161036753 -0.069625519 -0.791599338 0.5710854726 0.179059651
[6,] 0.0073715388 -0.030082495 -0.161431589 -0.0470780371 -0.852187545
[7,] 0.0003865992 -0.001399325 -0.003747664 -0.0006710011 -0.001662773
[8,] 0.0357159606 -0.993286336 0.105280660 0.0134657335 0.023970539
[9,] 0.0009600728 -0.003474951 -0.009305479 -0.0016660247 -0.004128229
[,6] [,7] [,8] [,9]
[1,] -0.003573225 0.0006044981 0.0006161792 0.0001500130
[2,] 0.003169194 -0.9998235929 0.0143014906 0.0034421184
[3,] 0.856153696 0.0074432959 0.0072899674 0.0017740028
[4,] -0.110500289 0.0054505170 0.0054073217 0.0013160497
[5,] -0.099962079 0.0058502956 0.0058158656 0.0014155145
[6,] -0.494479314 0.0039014638 0.0038351002 0.0009333033
[7,] 0.001219401 -0.0054761413 -0.5822400746 0.8129856412
[8,] -0.015964384 0.0023792595 0.0024140933 0.0005876969
[9,] 0.003027383 -0.0134985360 -0.8128067669 -0.5822665861
$lambda
[1] -6186.419
$k
[1] 19.28142
$v
[1] 0.9990265873 0.0009673899 0.0127536911 0.0138533875 0.0161036753
[6] 0.0073715388 0.0003865992 0.0357159606 0.0009600728
$s
[1] 19.262653892 0.018652654 0.245909308 0.267113020 0.310501770
[6] 0.142133754 0.007454182 0.688654532 0.018511570
$x_Uc
[1] 2.359184e+04 5.821143e+00 2.095612e+01 1.382522e+01 1.816197e+02
[6] 2.910572e+00 4.656915e+00 3.347157e+00 1.047806e+01 2.473986e+00
[11] 2.619514e+00 6.694315e+00 2.619514e+00 7.858543e+00 4.802443e+00
[16] 6.403258e+00 2.182929e+00 2.328457e+00 1.018700e+01 2.473986e+00
[21] 4.656915e+00 4.074800e+00 4.365857e+00 2.910572e+00 1.106017e+01
[26] 3.201629e+00 2.910572e+00 3.056100e+00 2.182929e+00 4.074800e+00
[31] 2.037400e+00 1.629920e+01 6.112200e+00 6.985372e+00 3.783743e+00
[36] 7.334640e+01 1.164229e+00 5.126904e+01 1.301445e+02 5.915659e+01
[41] 1.262007e+02 3.549395e+02 1.498634e+02 1.893011e+02 3.943772e+01
[46] 8.676299e+01 5.521281e+01 4.732527e+01 1.735260e+02 1.104256e+02
[51] 6.704413e+01 3.352207e+02 3.628271e+02 5.521281e+01 1.498634e+02
[56] 7.098790e+01 7.098790e+01 6.310036e+01 8.281922e+01 1.301445e+02
[61] 3.431082e+02 1.419758e+02 3.155018e+01 5.915659e+01 2.039502e+01
[66] 4.953077e+01 2.330860e+01 1.893824e+01 4.661720e+01 2.039502e+01
[71] 6.409865e+01 3.204932e+01 2.476539e+01 1.048887e+02 5.535792e+01
[76] 1.223701e+02 2.330860e+01 1.631602e+02 5.827150e+01 9.323440e+01
[81] 3.598265e+02 8.740725e+01 1.311109e+01 5.681471e+01 4.807399e+01
[86] 8.012331e+01 6.409865e+01 2.840736e+02 2.330860e+01 2.622217e+02
[91] 8.740725e+01 1.748145e+01 2.039502e+01 1.602466e+01 4.370362e+01
[96] 2.767896e+01 1.456787e+01 5.827150e+01 3.641969e+01 8.740725e+00
[101] 1.966663e+02 5.244435e+01 3.350611e+01 4.370362e+01 4.622272e+01
[106] 1.386682e+02 8.782316e+01 7.395635e+01 2.773363e+01 4.853385e+01
[111] 9.244543e+01 9.244543e+01 4.853385e+01 1.479127e+02 4.622272e+01
[116] 5.546726e+01 1.109345e+02 5.546726e+01 5.315612e+01 1.155568e+02
[121] 5.546726e+01 6.008953e+01 2.773363e+01 3.050699e+02 7.626748e+01
[126] 9.013430e+01 5.546726e+01 4.853385e+01 9.244543e+01 1.248013e+02
[131] 4.391158e+02 6.933408e+01 1.664018e+02 2.126245e+02 2.542249e+01
[136] 1.594684e+02 1.664018e+02 3.235590e+01 1.248013e+02 7.024455e+00
[141] 1.783131e+02 9.726169e+00 1.404891e+01 1.945234e+01 1.080685e+01
[146] 2.809782e+01 2.161371e+01 5.943770e+00 8.645483e+00 5.295358e+01
[151] 1.188754e+01 3.512228e+01 5.943770e+00 1.134720e+01 1.945234e+01
[156] 5.619564e+01 3.025919e+01 2.053302e+01 5.187290e+01 6.808318e+01
[161] 9.185826e+00 3.079953e+01 2.463963e+02 8.645483e+00 3.728365e+01
[166] 8.645483e+00 1.296822e+01 5.511496e+01 7.301154e+00 7.092550e+00
[171] 2.503253e+00 1.460231e+00 3.615810e+00 2.503253e+00 3.389821e+02
[176] 3.963484e+00 2.642322e+00 3.337670e+00 1.807905e+00 2.503253e+01
[181] 8.344176e-01 4.672739e+01 3.546275e+00 5.562784e+00 1.807905e+00
[186] 3.059531e+00 2.642322e+00 9.734872e-01 9.734872e-01 2.086044e+00
[191] 1.182092e+00 2.364183e+00 1.529766e+00 1.529766e+00 1.321161e+00
[196] 5.698378e+01 2.762850e+01 7.252481e+02 3.453562e+01 2.072137e+02
[201] 1.554103e+01 8.288550e+01 2.072137e+01 3.108206e+01 2.762850e+01
[206] 1.105140e+02 1.243282e+02 3.798919e+01 2.072137e+01 5.525700e+02
[211] 1.519567e+02 2.590172e+01 6.216412e+01 2.244816e+01 1.346889e+02
[216] 5.007665e+01 3.798919e+01 4.489631e+01 8.633906e+01 4.489631e+01
[221] 3.798919e+01 1.519567e+02 1.761317e+02 1.795852e+02 1.899459e+01
[226] 2.759542e+01 6.070992e+01 4.553244e+01 1.931679e+01 2.483588e+01
[231] 4.139313e+01 5.243130e+01 1.531546e+02 3.311450e+01 2.069656e+01
[236] 2.483588e+01 3.311450e+01 1.076221e+02 7.174809e+01 1.517748e+01
[241] 8.692557e+01 2.621565e+01 2.759542e+01 2.345611e+01 9.382443e+01
[246] 1.793702e+01 5.795038e+01 2.069656e+01 5.381107e+01 5.243130e+01
[251] 7.726718e+01 4.663626e+02 2.207634e+01 2.897519e+01 2.414599e+02
[256] 9.658397e+00 3.863359e+01 7.450763e+01 4.415267e+01 7.726718e+01
[261] 2.759542e+01 1.821298e+02 4.415267e+01 1.241794e+02 4.194504e+02
$x
[1] 1.500000e+02 1.600000e+02 2.400000e+02 2.300000e+02 1.200000e+02
[6] 1.200000e+02 2.000000e+02 7.000000e+01 1.000000e+02 2.000000e+02
[11] 2.000000e+02 1.900000e+02 1.500000e+02 2.359184e+04 5.821143e+00
[16] 2.095612e+01 1.382522e+01 1.816197e+02 2.910572e+00 4.656915e+00
[21] 3.347157e+00 1.047806e+01 2.473986e+00 2.619514e+00 6.694315e+00
[26] 2.619514e+00 7.858543e+00 4.802443e+00 6.403258e+00 2.182929e+00
[31] 2.328457e+00 1.018700e+01 2.473986e+00 4.656915e+00 4.074800e+00
[36] 4.365857e+00 2.910572e+00 1.106017e+01 3.201629e+00 2.910572e+00
[41] 3.056100e+00 2.182929e+00 4.074800e+00 2.037400e+00 1.629920e+01
[46] 6.112200e+00 6.985372e+00 3.783743e+00 7.334640e+01 1.164229e+00
[51] 5.126904e+01 1.301445e+02 5.915659e+01 1.262007e+02 3.549395e+02
[56] 1.498634e+02 1.893011e+02 3.943772e+01 8.676299e+01 5.521281e+01
[61] 4.732527e+01 1.735260e+02 1.104256e+02 6.704413e+01 3.352207e+02
[66] 3.628271e+02 5.521281e+01 1.498634e+02 7.098790e+01 7.098790e+01
[71] 6.310036e+01 8.281922e+01 1.301445e+02 3.431082e+02 1.419758e+02
[76] 3.155018e+01 5.915659e+01 2.039502e+01 4.953077e+01 2.330860e+01
[81] 1.893824e+01 4.661720e+01 2.039502e+01 6.409865e+01 3.204932e+01
[86] 2.476539e+01 1.048887e+02 5.535792e+01 1.223701e+02 2.330860e+01
[91] 1.631602e+02 5.827150e+01 9.323440e+01 3.598265e+02 8.740725e+01
[96] 1.311109e+01 5.681471e+01 4.807399e+01 8.012331e+01 6.409865e+01
[101] 2.840736e+02 2.330860e+01 2.622217e+02 8.740725e+01 1.748145e+01
[106] 2.039502e+01 1.602466e+01 4.370362e+01 2.767896e+01 1.456787e+01
[111] 5.827150e+01 3.641969e+01 8.740725e+00 1.966663e+02 5.244435e+01
[116] 3.350611e+01 4.370362e+01 4.622272e+01 1.386682e+02 8.782316e+01
[121] 7.395635e+01 2.773363e+01 4.853385e+01 9.244543e+01 9.244543e+01
[126] 4.853385e+01 1.479127e+02 4.622272e+01 5.546726e+01 1.109345e+02
[131] 5.546726e+01 5.315612e+01 1.155568e+02 5.546726e+01 6.008953e+01
[136] 2.773363e+01 3.050699e+02 7.626748e+01 9.013430e+01 5.546726e+01
[141] 4.853385e+01 9.244543e+01 1.248013e+02 4.391158e+02 6.933408e+01
[146] 1.664018e+02 2.126245e+02 2.542249e+01 1.594684e+02 1.664018e+02
[151] 3.235590e+01 1.248013e+02 7.024455e+00 1.783131e+02 9.726169e+00
[156] 1.404891e+01 1.945234e+01 1.080685e+01 2.809782e+01 2.161371e+01
[161] 5.943770e+00 8.645483e+00 5.295358e+01 1.188754e+01 3.512228e+01
[166] 5.943770e+00 1.134720e+01 1.945234e+01 5.619564e+01 3.025919e+01
[171] 2.053302e+01 5.187290e+01 6.808318e+01 9.185826e+00 3.079953e+01
[176] 2.463963e+02 8.645483e+00 3.728365e+01 8.645483e+00 1.296822e+01
[181] 5.511496e+01 7.301154e+00 7.092550e+00 2.503253e+00 1.460231e+00
[186] 3.615810e+00 2.503253e+00 3.389821e+02 3.963484e+00 2.642322e+00
[191] 3.337670e+00 1.807905e+00 2.503253e+01 8.344176e-01 4.672739e+01
[196] 3.546275e+00 5.562784e+00 1.807905e+00 3.059531e+00 2.642322e+00
[201] 9.734872e-01 9.734872e-01 2.086044e+00 1.182092e+00 2.364183e+00
[206] 1.529766e+00 1.529766e+00 1.321161e+00 5.698378e+01 2.762850e+01
[211] 7.252481e+02 3.453562e+01 2.072137e+02 1.554103e+01 8.288550e+01
[216] 2.072137e+01 3.108206e+01 2.762850e+01 1.105140e+02 1.243282e+02
[221] 3.798919e+01 2.072137e+01 5.525700e+02 1.519567e+02 2.590172e+01
[226] 6.216412e+01 2.244816e+01 1.346889e+02 5.007665e+01 3.798919e+01
[231] 4.489631e+01 8.633906e+01 4.489631e+01 3.798919e+01 1.519567e+02
[236] 1.761317e+02 1.795852e+02 1.899459e+01 2.759542e+01 6.070992e+01
[241] 4.553244e+01 1.931679e+01 2.483588e+01 4.139313e+01 5.243130e+01
[246] 1.531546e+02 3.311450e+01 2.069656e+01 2.483588e+01 3.311450e+01
[251] 1.076221e+02 7.174809e+01 1.517748e+01 8.692557e+01 2.621565e+01
[256] 2.759542e+01 2.345611e+01 9.382443e+01 1.793702e+01 5.795038e+01
[261] 2.069656e+01 5.381107e+01 5.243130e+01 7.726718e+01 4.663626e+02
[266] 2.207634e+01 2.897519e+01 2.414599e+02 9.658397e+00 3.863359e+01
[271] 7.450763e+01 4.415267e+01 7.726718e+01 2.759542e+01 1.821298e+02
[276] 4.415267e+01 1.241794e+02 4.194504e+02
dca works for pop9d278s, n=sum(N), U (domain blockage)
Code
result
Output
[1] 443.9401666 236.7680888 710.3042665 340.3541277 355.1521333
[6] 355.1521333 1479.8005553 207.1720777 147.9800555 3255.5612216
[11] 1183.8404442 281.1621055 443.9401666 4616.9777325 5.8425215
[16] 21.0330775 13.8759886 182.2866714 2.9212608 4.6740172
[21] 3.3594499 10.5165387 2.4830716 2.6291347 6.7188997
[26] 2.6291347 7.8874041 4.8200803 6.4267737 2.1909456
[31] 2.3370086 10.2244127 2.4830716 4.6740172 4.0897651
[36] 4.3818911 2.9212608 11.1007909 3.2133868 2.9212608
[41] 3.0673238 2.1909456 4.0897651 2.0448825 16.3590603
[46] 6.1346476 7.0110258 3.7976390 73.6157712 1.1685043
[51] 55.7434355 141.5025671 64.3193487 137.2146106 385.9160922
[56] 162.9423500 205.8219158 42.8795658 94.3350448 60.0313921
[61] 51.4554790 188.6700895 120.0627842 72.8952619 364.4763093
[66] 394.4920053 60.0313921 162.9423500 77.1832184 77.1832184
[71] 68.6073053 90.0470882 141.5025671 373.0522224 154.3664369
[76] 34.3036526 64.3193487 23.1046599 56.1113169 26.4053256
[81] 21.4543271 52.8106512 23.1046599 72.6146455 36.3073227
[86] 28.0556585 118.8239653 62.7126484 138.6279595 26.4053256
[91] 184.8372794 66.0133141 105.6213025 407.6322143 99.0199711
[96] 14.8529957 64.3629812 54.4609841 90.7683068 72.6146455
[101] 321.8149060 26.4053256 297.0599132 99.0199711 19.8039942
[106] 23.1046599 18.1536614 49.5099855 31.3563242 16.5033285
[111] 66.0133141 41.2583213 9.9019971 222.7949349 59.4119826
[116] 37.9576556 49.5099855 52.9289988 158.7869964 100.5650977
[121] 84.6863981 31.7573993 55.5754487 105.8579976 105.8579976
[126] 55.5754487 169.3727962 52.9289988 63.5147986 127.0295971
[131] 63.5147986 60.8683486 132.3224970 63.5147986 68.8076984
[136] 31.7573993 349.3313921 87.3328480 103.2115477 63.5147986
[141] 55.5754487 105.8579976 142.9082968 502.8254887 79.3934982
[146] 190.5443957 243.4733945 29.1109493 182.6050459 190.5443957
[151] 37.0502992 142.9082968 7.7033634 195.5469163 10.6661954
[156] 15.4067267 21.3323909 11.8513283 30.8134535 23.7026565
[161] 6.5182305 9.4810626 58.0715085 13.0364611 38.5168168
[166] 6.5182305 12.4438947 21.3323909 61.6269070 33.1837191
[171] 22.5175237 56.8863756 74.6633680 10.0736290 33.7762855
[176] 270.2102843 9.4810626 40.8870825 9.4810626 14.2215939
[181] 60.4417741 7.3051550 7.0964363 2.5046246 1.4610310
[186] 3.6177910 2.5046246 339.1679102 3.9656556 2.6437704
[191] 3.3394994 1.8088955 25.0462457 0.8348749 46.7529919
[196] 3.5482181 5.5658324 1.8088955 3.0612078 2.6437704
[201] 0.9740207 0.9740207 2.0871871 1.1827394 2.3654788
[206] 1.5306039 1.5306039 1.3218852 175.0575039 84.8763655
[211] 2228.0045946 106.0954569 636.5727413 47.7429556 254.6290965
[216] 63.6572741 95.4859112 84.8763655 339.5054620 381.9436448
[221] 116.7050026 63.6572741 1697.5273102 466.8200103 79.5715927
[226] 190.9718224 68.9620470 413.7722819 153.8384125 116.7050026
[231] 137.9240940 265.2386422 137.9240940 116.7050026 466.8200103
[236] 541.0868301 551.6963758 58.3525013 100.0000000 110.0000000
[241] 110.0000000 140.0000000 180.0000000 150.0000000 190.0000000
[246] 370.0000000 80.0000000 150.0000000 90.0000000 240.0000000
[251] 130.0000000 130.0000000 110.0000000 210.0000000 190.0000000
[256] 100.0000000 170.0000000 170.0000000 130.0000000 210.0000000
[261] 150.0000000 130.0000000 190.0000000 140.0000000 260.0000000
[266] 160.0000000 210.0000000 350.0000000 70.0000000 140.0000000
[271] 180.0000000 160.0000000 140.0000000 100.0000000 120.0000000
[276] 160.0000000 300.0000000 160.0000000
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11500.2541 2381.651 1431.345 1064.128 1144.948 753.4882
2 2381.6507 -1274182.052 9187.402 6830.338 7349.103 4836.4290
3 1431.3452 9187.402 -59164.689 4104.956 4416.728 2906.6392
4 1064.1278 6830.338 4104.956 -43173.648 3283.598 2160.9293
5 1144.9485 7349.103 4416.728 3283.598 -39713.549 2325.0521
6 753.4882 4836.429 2906.639 2160.929 2325.052 -57936.3004
7 6358.7422 40814.980 24529.342 18236.241 19621.286 12912.7270
8 477.0225 3061.873 1840.151 1368.053 1471.957 968.6917
7 8
1 6358.742 477.0225
2 40814.980 3061.8732
3 24529.342 1840.1512
4 18236.241 1368.0531
5 19621.286 1471.9569
6 12912.727 968.6917
7 -8470675.259 8174.8607
8 8174.861 -12534.9673
$eigen
eigen() decomposition
$values
[1] -10882.06 -12607.65 -35747.82 -45044.19 -57441.48 -61925.96
[7] -1274136.74 -8471094.83
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.864819359 -0.4950726054 0.079957368 0.0101037153 -0.018524940
[2,] 0.004294830 0.0018325451 -0.009774101 -0.0017287970 0.004398103
[3,] 0.061337597 0.0270026116 -0.254489438 -0.0658252850 0.449499862
[4,] 0.069419847 0.0310988799 -0.522552728 -0.8137258293 -0.215855438
[5,] 0.081567197 0.0367141376 -0.785595179 0.5753278040 -0.183510201
[6,] 0.035758412 0.0157981426 -0.163450915 -0.0471931384 0.846589949
[7,] 0.001711005 0.0007292239 -0.003829261 -0.0006730116 0.001697567
[8,] 0.485337837 0.8669518065 0.108602070 0.0135094565 -0.024502430
[,6] [,7] [,8]
[1,] 0.012166006 -0.001892227 0.0007487788
[2,] -0.003184227 0.999909067 0.0056612147
[3,] -0.851054702 -0.007618168 0.0029066196
[4,] 0.111235456 -0.005578547 0.0021561797
[5,] 0.100597080 -0.005987712 0.0023191218
[6,] 0.502787763 -0.003993120 0.0015291521
[7,] -0.001225210 0.005602927 -0.9999728241
[8,] 0.016050187 -0.002435129 0.0009627826
$lambda
[1] -10882.06
$k
[1] 4.358999
$v
[1] 0.864819359 0.004294830 0.061337597 0.069419847 0.081567197 0.035758412
[7] 0.001711005 0.485337837
$s
[1] 3.769746533 0.018721157 0.267370512 0.302601028 0.355551313 0.155870875
[7] 0.007458267 2.115587040
$x_Uc
[1] 443.9401666 236.7680888 710.3042665 340.3541277 355.1521333
[6] 355.1521333 1479.8005553 207.1720777 147.9800555 3255.5612216
[11] 1183.8404442 281.1621055 443.9401666 4616.9777325 5.8425215
[16] 21.0330775 13.8759886 182.2866714 2.9212608 4.6740172
[21] 3.3594499 10.5165387 2.4830716 2.6291347 6.7188997
[26] 2.6291347 7.8874041 4.8200803 6.4267737 2.1909456
[31] 2.3370086 10.2244127 2.4830716 4.6740172 4.0897651
[36] 4.3818911 2.9212608 11.1007909 3.2133868 2.9212608
[41] 3.0673238 2.1909456 4.0897651 2.0448825 16.3590603
[46] 6.1346476 7.0110258 3.7976390 73.6157712 1.1685043
[51] 55.7434355 141.5025671 64.3193487 137.2146106 385.9160922
[56] 162.9423500 205.8219158 42.8795658 94.3350448 60.0313921
[61] 51.4554790 188.6700895 120.0627842 72.8952619 364.4763093
[66] 394.4920053 60.0313921 162.9423500 77.1832184 77.1832184
[71] 68.6073053 90.0470882 141.5025671 373.0522224 154.3664369
[76] 34.3036526 64.3193487 23.1046599 56.1113169 26.4053256
[81] 21.4543271 52.8106512 23.1046599 72.6146455 36.3073227
[86] 28.0556585 118.8239653 62.7126484 138.6279595 26.4053256
[91] 184.8372794 66.0133141 105.6213025 407.6322143 99.0199711
[96] 14.8529957 64.3629812 54.4609841 90.7683068 72.6146455
[101] 321.8149060 26.4053256 297.0599132 99.0199711 19.8039942
[106] 23.1046599 18.1536614 49.5099855 31.3563242 16.5033285
[111] 66.0133141 41.2583213 9.9019971 222.7949349 59.4119826
[116] 37.9576556 49.5099855 52.9289988 158.7869964 100.5650977
[121] 84.6863981 31.7573993 55.5754487 105.8579976 105.8579976
[126] 55.5754487 169.3727962 52.9289988 63.5147986 127.0295971
[131] 63.5147986 60.8683486 132.3224970 63.5147986 68.8076984
[136] 31.7573993 349.3313921 87.3328480 103.2115477 63.5147986
[141] 55.5754487 105.8579976 142.9082968 502.8254887 79.3934982
[146] 190.5443957 243.4733945 29.1109493 182.6050459 190.5443957
[151] 37.0502992 142.9082968 7.7033634 195.5469163 10.6661954
[156] 15.4067267 21.3323909 11.8513283 30.8134535 23.7026565
[161] 6.5182305 9.4810626 58.0715085 13.0364611 38.5168168
[166] 6.5182305 12.4438947 21.3323909 61.6269070 33.1837191
[171] 22.5175237 56.8863756 74.6633680 10.0736290 33.7762855
[176] 270.2102843 9.4810626 40.8870825 9.4810626 14.2215939
[181] 60.4417741 7.3051550 7.0964363 2.5046246 1.4610310
[186] 3.6177910 2.5046246 339.1679102 3.9656556 2.6437704
[191] 3.3394994 1.8088955 25.0462457 0.8348749 46.7529919
[196] 3.5482181 5.5658324 1.8088955 3.0612078 2.6437704
[201] 0.9740207 0.9740207 2.0871871 1.1827394 2.3654788
[206] 1.5306039 1.5306039 1.3218852 175.0575039 84.8763655
[211] 2228.0045946 106.0954569 636.5727413 47.7429556 254.6290965
[216] 63.6572741 95.4859112 84.8763655 339.5054620 381.9436448
[221] 116.7050026 63.6572741 1697.5273102 466.8200103 79.5715927
[226] 190.9718224 68.9620470 413.7722819 153.8384125 116.7050026
[231] 137.9240940 265.2386422 137.9240940 116.7050026 466.8200103
[236] 541.0868301 551.6963758 58.3525013
$x
[1] 443.9401666 236.7680888 710.3042665 340.3541277 355.1521333
[6] 355.1521333 1479.8005553 207.1720777 147.9800555 3255.5612216
[11] 1183.8404442 281.1621055 443.9401666 4616.9777325 5.8425215
[16] 21.0330775 13.8759886 182.2866714 2.9212608 4.6740172
[21] 3.3594499 10.5165387 2.4830716 2.6291347 6.7188997
[26] 2.6291347 7.8874041 4.8200803 6.4267737 2.1909456
[31] 2.3370086 10.2244127 2.4830716 4.6740172 4.0897651
[36] 4.3818911 2.9212608 11.1007909 3.2133868 2.9212608
[41] 3.0673238 2.1909456 4.0897651 2.0448825 16.3590603
[46] 6.1346476 7.0110258 3.7976390 73.6157712 1.1685043
[51] 55.7434355 141.5025671 64.3193487 137.2146106 385.9160922
[56] 162.9423500 205.8219158 42.8795658 94.3350448 60.0313921
[61] 51.4554790 188.6700895 120.0627842 72.8952619 364.4763093
[66] 394.4920053 60.0313921 162.9423500 77.1832184 77.1832184
[71] 68.6073053 90.0470882 141.5025671 373.0522224 154.3664369
[76] 34.3036526 64.3193487 23.1046599 56.1113169 26.4053256
[81] 21.4543271 52.8106512 23.1046599 72.6146455 36.3073227
[86] 28.0556585 118.8239653 62.7126484 138.6279595 26.4053256
[91] 184.8372794 66.0133141 105.6213025 407.6322143 99.0199711
[96] 14.8529957 64.3629812 54.4609841 90.7683068 72.6146455
[101] 321.8149060 26.4053256 297.0599132 99.0199711 19.8039942
[106] 23.1046599 18.1536614 49.5099855 31.3563242 16.5033285
[111] 66.0133141 41.2583213 9.9019971 222.7949349 59.4119826
[116] 37.9576556 49.5099855 52.9289988 158.7869964 100.5650977
[121] 84.6863981 31.7573993 55.5754487 105.8579976 105.8579976
[126] 55.5754487 169.3727962 52.9289988 63.5147986 127.0295971
[131] 63.5147986 60.8683486 132.3224970 63.5147986 68.8076984
[136] 31.7573993 349.3313921 87.3328480 103.2115477 63.5147986
[141] 55.5754487 105.8579976 142.9082968 502.8254887 79.3934982
[146] 190.5443957 243.4733945 29.1109493 182.6050459 190.5443957
[151] 37.0502992 142.9082968 7.7033634 195.5469163 10.6661954
[156] 15.4067267 21.3323909 11.8513283 30.8134535 23.7026565
[161] 6.5182305 9.4810626 58.0715085 13.0364611 38.5168168
[166] 6.5182305 12.4438947 21.3323909 61.6269070 33.1837191
[171] 22.5175237 56.8863756 74.6633680 10.0736290 33.7762855
[176] 270.2102843 9.4810626 40.8870825 9.4810626 14.2215939
[181] 60.4417741 7.3051550 7.0964363 2.5046246 1.4610310
[186] 3.6177910 2.5046246 339.1679102 3.9656556 2.6437704
[191] 3.3394994 1.8088955 25.0462457 0.8348749 46.7529919
[196] 3.5482181 5.5658324 1.8088955 3.0612078 2.6437704
[201] 0.9740207 0.9740207 2.0871871 1.1827394 2.3654788
[206] 1.5306039 1.5306039 1.3218852 175.0575039 84.8763655
[211] 2228.0045946 106.0954569 636.5727413 47.7429556 254.6290965
[216] 63.6572741 95.4859112 84.8763655 339.5054620 381.9436448
[221] 116.7050026 63.6572741 1697.5273102 466.8200103 79.5715927
[226] 190.9718224 68.9620470 413.7722819 153.8384125 116.7050026
[231] 137.9240940 265.2386422 137.9240940 116.7050026 466.8200103
[236] 541.0868301 551.6963758 58.3525013 100.0000000 110.0000000
[241] 110.0000000 140.0000000 180.0000000 150.0000000 190.0000000
[246] 370.0000000 80.0000000 150.0000000 90.0000000 240.0000000
[251] 130.0000000 130.0000000 110.0000000 210.0000000 190.0000000
[256] 100.0000000 170.0000000 170.0000000 130.0000000 210.0000000
[261] 150.0000000 130.0000000 190.0000000 140.0000000 260.0000000
[266] 160.0000000 210.0000000 350.0000000 70.0000000 140.0000000
[271] 180.0000000 160.0000000 140.0000000 100.0000000 120.0000000
[276] 160.0000000 300.0000000 160.0000000
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stratallo documentation built on March 12, 2026, 5:06 p.m.
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dca works for pop9d278s, n<n_max
Code
result
Output
[1] 1.816375e-02 9.687335e-03 2.906200e-02 1.392554e-02 1.453100e-02
[6] 1.453100e-02 6.054584e-02 8.476418e-03 6.054584e-03 1.332008e-01
[11] 4.843667e-02 1.150371e-02 1.816375e-02 1.889030e-01 2.934583e-01
[16] 1.056450e+00 6.969635e-01 9.155899e+00 1.467292e-01 2.347666e-01
[21] 1.687385e-01 5.282250e-01 1.247198e-01 1.320562e-01 3.374771e-01
[26] 1.320562e-01 3.961687e-01 2.421031e-01 3.228041e-01 1.100469e-01
[31] 1.173833e-01 5.135520e-01 1.247198e-01 2.347666e-01 2.054208e-01
[36] 2.200937e-01 1.467292e-01 5.575708e-01 1.614021e-01 1.467292e-01
[41] 1.540656e-01 1.100469e-01 2.054208e-01 1.027104e-01 8.216833e-01
[46] 3.081312e-01 3.521500e-01 1.907479e-01 3.697575e+00 5.869166e-02
[51] 1.237772e-01 3.142036e-01 1.428198e-01 3.046823e-01 8.569188e-01
[56] 3.618102e-01 4.570234e-01 9.521320e-02 2.094690e-01 1.332985e-01
[61] 1.142558e-01 4.189381e-01 2.665970e-01 1.618624e-01 8.093122e-01
[66] 8.759615e-01 1.332985e-01 3.618102e-01 1.713838e-01 1.713838e-01
[71] 1.523411e-01 1.999477e-01 3.142036e-01 8.283549e-01 3.427675e-01
[76] 7.617056e-02 1.428198e-01 3.372639e-02 8.190696e-02 3.854445e-02
[81] 3.131737e-02 7.708890e-02 3.372639e-02 1.059972e-01 5.299862e-02
[86] 4.095348e-02 1.734500e-01 9.154307e-02 2.023584e-01 3.854445e-02
[91] 2.698112e-01 9.636113e-02 1.541778e-01 5.950300e-01 1.445417e-01
[96] 2.168125e-02 9.395210e-02 7.949793e-02 1.324965e-01 1.059972e-01
[101] 4.697605e-01 3.854445e-02 4.336251e-01 1.445417e-01 2.890834e-02
[106] 3.372639e-02 2.649931e-02 7.227085e-02 4.577154e-02 2.409028e-02
[111] 9.636113e-02 6.022570e-02 1.445417e-02 3.252188e-01 8.672501e-02
[116] 5.540765e-02 7.227085e-02 7.075835e-02 2.122751e-01 1.344409e-01
[121] 1.132134e-01 4.245501e-02 7.429627e-02 1.415167e-01 1.415167e-01
[126] 7.429627e-02 2.264267e-01 7.075835e-02 8.491002e-02 1.698200e-01
[131] 8.491002e-02 8.137210e-02 1.768959e-01 8.491002e-02 9.198586e-02
[136] 4.245501e-02 4.670051e-01 1.167513e-01 1.379788e-01 8.491002e-02
[141] 7.429627e-02 1.415167e-01 1.910476e-01 6.722043e-01 1.061375e-01
[146] 2.547301e-01 3.254884e-01 3.891709e-02 2.441163e-01 2.547301e-01
[151] 4.953085e-02 1.910476e-01 1.544904e-02 3.921678e-01 2.139097e-02
[156] 3.089807e-02 4.278194e-02 2.376775e-02 6.179614e-02 4.753549e-02
[161] 1.307226e-02 1.901420e-02 1.164620e-01 2.614452e-02 7.724518e-02
[166] 1.307226e-02 2.495613e-02 4.278194e-02 1.235923e-01 6.654969e-02
[171] 4.515872e-02 1.140852e-01 1.497368e-01 2.020258e-02 6.773808e-02
[176] 5.419046e-01 1.901420e-02 8.199872e-02 1.901420e-02 2.852130e-02
[181] 1.212155e-01 1.911576e+00 1.856960e+00 6.553976e-01 3.823153e-01
[186] 9.466854e-01 6.553976e-01 8.875176e+01 1.037713e+00 6.918086e-01
[191] 8.738635e-01 4.733427e-01 6.553976e+00 2.184659e-01 1.223409e+01
[196] 9.284799e-01 1.456439e+00 4.733427e-01 8.010415e-01 6.918086e-01
[201] 2.548768e-01 2.548768e-01 5.461647e-01 3.094933e-01 6.189866e-01
[206] 4.005208e-01 4.005208e-01 3.459043e-01 1.640701e-02 7.954912e-03
[211] 2.088164e-01 9.943640e-03 5.966184e-02 4.474638e-03 2.386473e-02
[216] 5.966184e-03 8.949276e-03 7.954912e-03 3.181965e-02 3.579710e-02
[221] 1.093800e-02 5.966184e-03 1.590982e-01 4.375201e-02 7.457730e-03
[226] 1.789855e-02 6.463366e-03 3.878019e-02 1.441828e-02 1.093800e-02
[231] 1.292673e-02 2.485910e-02 1.292673e-02 1.093800e-02 4.375201e-02
[236] 5.071256e-02 5.170693e-02 5.469002e-03 7.461919e+00 1.641622e+01
[241] 1.231217e+01 5.223344e+00 6.715727e+00 1.119288e+01 1.417765e+01
[246] 4.141365e+01 8.954303e+00 5.596440e+00 6.715727e+00 8.954303e+00
[251] 2.910149e+01 1.940099e+01 4.104056e+00 2.350505e+01 7.088823e+00
[256] 7.461919e+00 6.342631e+00 2.537053e+01 4.850248e+00 1.567003e+01
[261] 5.596440e+00 1.455074e+01 1.417765e+01 2.089337e+01 1.261064e+02
[266] 5.969536e+00 7.835015e+00 6.529179e+01 2.611672e+00 1.044669e+01
[271] 2.014718e+01 1.193907e+01 2.089337e+01 7.461919e+00 4.924867e+01
[276] 1.193907e+01 3.357864e+01 1.134212e+02
Code
result_details
Output
$D.matrix
1 2 3 4 5 6 7
1 2035.565 89264.27 53646.82 39883.51 42912.67 28240.737 238325.7
2 89264.268 -716506.94 344343.84 256001.05 275444.37 181269.360 1529745.4
3 53646.817 344343.84 142260.55 153853.74 165538.95 108940.837 919359.7
4 39883.511 256001.05 153853.74 68156.48 123069.27 80991.628 683494.3
5 42912.669 275444.37 165538.95 123069.27 89169.86 87142.954 735405.8
6 28240.737 181269.36 108940.84 80991.63 87142.95 -2117.817 483969.0
7 238325.657 1529745.44 919359.72 683494.30 735405.79 483969.007 -4495396.7
8 17878.802 114759.01 68968.87 51274.63 55168.94 36306.566 306393.8
9 618455.425 3969691.62 2385739.81 1773668.70 1908379.09 1255900.273 10598634.6
8 9
1 17878.80 618455.4
2 114759.01 3969691.6
3 68968.87 2385739.8
4 51274.63 1773668.7
5 55168.94 1908379.1
6 36306.57 1255900.3
7 306393.78 10598634.6
8 9836.93 795092.3
9 795092.29 18538472.2
$eigen
eigen() decomposition
$values
[1] 24166183.78 -12215.33 -15006.15 -44700.12 -53261.85 -60862.92
[7] -225281.29 -1488862.95 -8630083.04
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.02784456 0.9025351146 -0.408726899 0.0107027346 0.034733060
[2,] -0.16975630 -0.0015603701 0.006453142 -0.0018117975 -0.007464509
[3,] -0.10717844 -0.0228272065 0.099490737 -0.0678167417 -0.485430079
[4,] -0.07974214 -0.0261825693 0.117703918 -0.6606152045 0.585947471
[5,] -0.08580912 -0.0308755028 0.140002482 0.7458734997 0.442931014
[6,] -0.05643299 -0.0133441669 0.058522767 -0.0483198411 -0.470521550
[7,] -0.35232810 -0.0006210797 0.002563790 -0.0007054899 -0.002889487
[8,] -0.03579535 -0.4278868961 -0.886608902 0.0143163989 0.046074596
[9,] -0.90365766 -0.0015423306 0.006366584 -0.0017516597 -0.007173992
[,6] [,7] [,8] [,9]
[1,] -0.011405491 -0.1254122 -0.02044572 0.0003180689
[2,] 0.002919250 0.1614301 -0.97211407 0.0023969249
[3,] 0.563783262 -0.6428905 -0.08179583 0.0012345413
[4,] -0.109479869 -0.4286770 -0.06003262 0.0009158409
[5,] -0.097875806 -0.4536872 -0.06445900 0.0009850573
[6,] -0.812532211 -0.3277765 -0.04290169 0.0006494910
[7,] 0.001124086 0.0549013 0.07298400 0.9314005729
[8,] -0.015055418 -0.1622017 -0.02630796 0.0004089731
[9,] 0.002790763 0.1361872 0.17963140 -0.3639824229
$lambda
[1] 24166184
$k
[1] -0.005539274
$v
[1] -0.02784456 -0.16975630 -0.10717844 -0.07974214 -0.08580912 -0.05643299
[7] -0.35232810 -0.03579535 -0.90365766
$s
[1] 0.0001542387 0.0009403267 0.0005936908 0.0004417136 0.0004753202
[6] 0.0003125978 0.0019516420 0.0001982803 0.0050056077
$x_Uc
[1] 1.816375e-02 9.687335e-03 2.906200e-02 1.392554e-02 1.453100e-02
[6] 1.453100e-02 6.054584e-02 8.476418e-03 6.054584e-03 1.332008e-01
[11] 4.843667e-02 1.150371e-02 1.816375e-02 1.889030e-01 2.934583e-01
[16] 1.056450e+00 6.969635e-01 9.155899e+00 1.467292e-01 2.347666e-01
[21] 1.687385e-01 5.282250e-01 1.247198e-01 1.320562e-01 3.374771e-01
[26] 1.320562e-01 3.961687e-01 2.421031e-01 3.228041e-01 1.100469e-01
[31] 1.173833e-01 5.135520e-01 1.247198e-01 2.347666e-01 2.054208e-01
[36] 2.200937e-01 1.467292e-01 5.575708e-01 1.614021e-01 1.467292e-01
[41] 1.540656e-01 1.100469e-01 2.054208e-01 1.027104e-01 8.216833e-01
[46] 3.081312e-01 3.521500e-01 1.907479e-01 3.697575e+00 5.869166e-02
[51] 1.237772e-01 3.142036e-01 1.428198e-01 3.046823e-01 8.569188e-01
[56] 3.618102e-01 4.570234e-01 9.521320e-02 2.094690e-01 1.332985e-01
[61] 1.142558e-01 4.189381e-01 2.665970e-01 1.618624e-01 8.093122e-01
[66] 8.759615e-01 1.332985e-01 3.618102e-01 1.713838e-01 1.713838e-01
[71] 1.523411e-01 1.999477e-01 3.142036e-01 8.283549e-01 3.427675e-01
[76] 7.617056e-02 1.428198e-01 3.372639e-02 8.190696e-02 3.854445e-02
[81] 3.131737e-02 7.708890e-02 3.372639e-02 1.059972e-01 5.299862e-02
[86] 4.095348e-02 1.734500e-01 9.154307e-02 2.023584e-01 3.854445e-02
[91] 2.698112e-01 9.636113e-02 1.541778e-01 5.950300e-01 1.445417e-01
[96] 2.168125e-02 9.395210e-02 7.949793e-02 1.324965e-01 1.059972e-01
[101] 4.697605e-01 3.854445e-02 4.336251e-01 1.445417e-01 2.890834e-02
[106] 3.372639e-02 2.649931e-02 7.227085e-02 4.577154e-02 2.409028e-02
[111] 9.636113e-02 6.022570e-02 1.445417e-02 3.252188e-01 8.672501e-02
[116] 5.540765e-02 7.227085e-02 7.075835e-02 2.122751e-01 1.344409e-01
[121] 1.132134e-01 4.245501e-02 7.429627e-02 1.415167e-01 1.415167e-01
[126] 7.429627e-02 2.264267e-01 7.075835e-02 8.491002e-02 1.698200e-01
[131] 8.491002e-02 8.137210e-02 1.768959e-01 8.491002e-02 9.198586e-02
[136] 4.245501e-02 4.670051e-01 1.167513e-01 1.379788e-01 8.491002e-02
[141] 7.429627e-02 1.415167e-01 1.910476e-01 6.722043e-01 1.061375e-01
[146] 2.547301e-01 3.254884e-01 3.891709e-02 2.441163e-01 2.547301e-01
[151] 4.953085e-02 1.910476e-01 1.544904e-02 3.921678e-01 2.139097e-02
[156] 3.089807e-02 4.278194e-02 2.376775e-02 6.179614e-02 4.753549e-02
[161] 1.307226e-02 1.901420e-02 1.164620e-01 2.614452e-02 7.724518e-02
[166] 1.307226e-02 2.495613e-02 4.278194e-02 1.235923e-01 6.654969e-02
[171] 4.515872e-02 1.140852e-01 1.497368e-01 2.020258e-02 6.773808e-02
[176] 5.419046e-01 1.901420e-02 8.199872e-02 1.901420e-02 2.852130e-02
[181] 1.212155e-01 1.911576e+00 1.856960e+00 6.553976e-01 3.823153e-01
[186] 9.466854e-01 6.553976e-01 8.875176e+01 1.037713e+00 6.918086e-01
[191] 8.738635e-01 4.733427e-01 6.553976e+00 2.184659e-01 1.223409e+01
[196] 9.284799e-01 1.456439e+00 4.733427e-01 8.010415e-01 6.918086e-01
[201] 2.548768e-01 2.548768e-01 5.461647e-01 3.094933e-01 6.189866e-01
[206] 4.005208e-01 4.005208e-01 3.459043e-01 1.640701e-02 7.954912e-03
[211] 2.088164e-01 9.943640e-03 5.966184e-02 4.474638e-03 2.386473e-02
[216] 5.966184e-03 8.949276e-03 7.954912e-03 3.181965e-02 3.579710e-02
[221] 1.093800e-02 5.966184e-03 1.590982e-01 4.375201e-02 7.457730e-03
[226] 1.789855e-02 6.463366e-03 3.878019e-02 1.441828e-02 1.093800e-02
[231] 1.292673e-02 2.485910e-02 1.292673e-02 1.093800e-02 4.375201e-02
[236] 5.071256e-02 5.170693e-02 5.469002e-03 7.461919e+00 1.641622e+01
[241] 1.231217e+01 5.223344e+00 6.715727e+00 1.119288e+01 1.417765e+01
[246] 4.141365e+01 8.954303e+00 5.596440e+00 6.715727e+00 8.954303e+00
[251] 2.910149e+01 1.940099e+01 4.104056e+00 2.350505e+01 7.088823e+00
[256] 7.461919e+00 6.342631e+00 2.537053e+01 4.850248e+00 1.567003e+01
[261] 5.596440e+00 1.455074e+01 1.417765e+01 2.089337e+01 1.261064e+02
[266] 5.969536e+00 7.835015e+00 6.529179e+01 2.611672e+00 1.044669e+01
[271] 2.014718e+01 1.193907e+01 2.089337e+01 7.461919e+00 4.924867e+01
[276] 1.193907e+01 3.357864e+01 1.134212e+02
$x
[1] 1.816375e-02 9.687335e-03 2.906200e-02 1.392554e-02 1.453100e-02
[6] 1.453100e-02 6.054584e-02 8.476418e-03 6.054584e-03 1.332008e-01
[11] 4.843667e-02 1.150371e-02 1.816375e-02 1.889030e-01 2.934583e-01
[16] 1.056450e+00 6.969635e-01 9.155899e+00 1.467292e-01 2.347666e-01
[21] 1.687385e-01 5.282250e-01 1.247198e-01 1.320562e-01 3.374771e-01
[26] 1.320562e-01 3.961687e-01 2.421031e-01 3.228041e-01 1.100469e-01
[31] 1.173833e-01 5.135520e-01 1.247198e-01 2.347666e-01 2.054208e-01
[36] 2.200937e-01 1.467292e-01 5.575708e-01 1.614021e-01 1.467292e-01
[41] 1.540656e-01 1.100469e-01 2.054208e-01 1.027104e-01 8.216833e-01
[46] 3.081312e-01 3.521500e-01 1.907479e-01 3.697575e+00 5.869166e-02
[51] 1.237772e-01 3.142036e-01 1.428198e-01 3.046823e-01 8.569188e-01
[56] 3.618102e-01 4.570234e-01 9.521320e-02 2.094690e-01 1.332985e-01
[61] 1.142558e-01 4.189381e-01 2.665970e-01 1.618624e-01 8.093122e-01
[66] 8.759615e-01 1.332985e-01 3.618102e-01 1.713838e-01 1.713838e-01
[71] 1.523411e-01 1.999477e-01 3.142036e-01 8.283549e-01 3.427675e-01
[76] 7.617056e-02 1.428198e-01 3.372639e-02 8.190696e-02 3.854445e-02
[81] 3.131737e-02 7.708890e-02 3.372639e-02 1.059972e-01 5.299862e-02
[86] 4.095348e-02 1.734500e-01 9.154307e-02 2.023584e-01 3.854445e-02
[91] 2.698112e-01 9.636113e-02 1.541778e-01 5.950300e-01 1.445417e-01
[96] 2.168125e-02 9.395210e-02 7.949793e-02 1.324965e-01 1.059972e-01
[101] 4.697605e-01 3.854445e-02 4.336251e-01 1.445417e-01 2.890834e-02
[106] 3.372639e-02 2.649931e-02 7.227085e-02 4.577154e-02 2.409028e-02
[111] 9.636113e-02 6.022570e-02 1.445417e-02 3.252188e-01 8.672501e-02
[116] 5.540765e-02 7.227085e-02 7.075835e-02 2.122751e-01 1.344409e-01
[121] 1.132134e-01 4.245501e-02 7.429627e-02 1.415167e-01 1.415167e-01
[126] 7.429627e-02 2.264267e-01 7.075835e-02 8.491002e-02 1.698200e-01
[131] 8.491002e-02 8.137210e-02 1.768959e-01 8.491002e-02 9.198586e-02
[136] 4.245501e-02 4.670051e-01 1.167513e-01 1.379788e-01 8.491002e-02
[141] 7.429627e-02 1.415167e-01 1.910476e-01 6.722043e-01 1.061375e-01
[146] 2.547301e-01 3.254884e-01 3.891709e-02 2.441163e-01 2.547301e-01
[151] 4.953085e-02 1.910476e-01 1.544904e-02 3.921678e-01 2.139097e-02
[156] 3.089807e-02 4.278194e-02 2.376775e-02 6.179614e-02 4.753549e-02
[161] 1.307226e-02 1.901420e-02 1.164620e-01 2.614452e-02 7.724518e-02
[166] 1.307226e-02 2.495613e-02 4.278194e-02 1.235923e-01 6.654969e-02
[171] 4.515872e-02 1.140852e-01 1.497368e-01 2.020258e-02 6.773808e-02
[176] 5.419046e-01 1.901420e-02 8.199872e-02 1.901420e-02 2.852130e-02
[181] 1.212155e-01 1.911576e+00 1.856960e+00 6.553976e-01 3.823153e-01
[186] 9.466854e-01 6.553976e-01 8.875176e+01 1.037713e+00 6.918086e-01
[191] 8.738635e-01 4.733427e-01 6.553976e+00 2.184659e-01 1.223409e+01
[196] 9.284799e-01 1.456439e+00 4.733427e-01 8.010415e-01 6.918086e-01
[201] 2.548768e-01 2.548768e-01 5.461647e-01 3.094933e-01 6.189866e-01
[206] 4.005208e-01 4.005208e-01 3.459043e-01 1.640701e-02 7.954912e-03
[211] 2.088164e-01 9.943640e-03 5.966184e-02 4.474638e-03 2.386473e-02
[216] 5.966184e-03 8.949276e-03 7.954912e-03 3.181965e-02 3.579710e-02
[221] 1.093800e-02 5.966184e-03 1.590982e-01 4.375201e-02 7.457730e-03
[226] 1.789855e-02 6.463366e-03 3.878019e-02 1.441828e-02 1.093800e-02
[231] 1.292673e-02 2.485910e-02 1.292673e-02 1.093800e-02 4.375201e-02
[236] 5.071256e-02 5.170693e-02 5.469002e-03 7.461919e+00 1.641622e+01
[241] 1.231217e+01 5.223344e+00 6.715727e+00 1.119288e+01 1.417765e+01
[246] 4.141365e+01 8.954303e+00 5.596440e+00 6.715727e+00 8.954303e+00
[251] 2.910149e+01 1.940099e+01 4.104056e+00 2.350505e+01 7.088823e+00
[256] 7.461919e+00 6.342631e+00 2.537053e+01 4.850248e+00 1.567003e+01
[261] 5.596440e+00 1.455074e+01 1.417765e+01 2.089337e+01 1.261064e+02
[266] 5.969536e+00 7.835015e+00 6.529179e+01 2.611672e+00 1.044669e+01
[271] 2.014718e+01 1.193907e+01 2.089337e+01 7.461919e+00 4.924867e+01
[276] 1.193907e+01 3.357864e+01 1.134212e+02
dca works for pop9d278s, n<n_max, U
Code
result
Output
[1] 1.500000e+02 2.509247e-03 7.527740e-03 3.607042e-03 3.763870e-03
[6] 3.763870e-03 1.568279e-02 2.195591e-03 1.568279e-03 3.450214e-02
[11] 1.254623e-02 2.979731e-03 4.704838e-03 4.893031e-02 8.023914e-02
[16] 2.888609e-01 1.905680e-01 2.503461e+00 4.011957e-02 6.419131e-02
[21] 4.613751e-02 1.444305e-01 3.410163e-02 3.610761e-02 9.227501e-02
[26] 3.610761e-02 1.083228e-01 6.619729e-02 8.826305e-02 1.500000e+02
[31] 3.209566e-02 1.404185e-01 3.410163e-02 1.600000e+02 5.616740e-02
[36] 6.017935e-02 4.011957e-02 1.524544e-01 4.413153e-02 4.011957e-02
[41] 4.212555e-02 3.008968e-02 5.616740e-02 2.808370e-02 2.246696e-01
[46] 8.425110e-02 9.628697e-02 5.215544e-02 1.011013e+00 1.604783e-02
[51] 3.264216e-02 8.286087e-02 3.766403e-02 8.034994e-02 2.259842e-01
[56] 9.541555e-02 1.205249e-01 2.510936e-02 5.524058e-02 1.400000e+02
[61] 3.013123e-02 1.104812e-01 7.030620e-02 4.268590e-02 2.134295e-01
[66] 2.310061e-01 3.515310e-02 9.541555e-02 4.519684e-02 4.519684e-02
[71] 4.017497e-02 5.272965e-02 8.286087e-02 2.184514e-01 9.039368e-02
[76] 2.008748e-02 3.766403e-02 8.753908e-03 2.125949e-02 1.000447e-02
[81] 8.128629e-03 2.000893e-02 8.753908e-03 2.751228e-02 1.375614e-02
[86] 1.062975e-02 4.502010e-02 2.376061e-02 5.252345e-02 1.600000e+02
[91] 7.003126e-02 2.501117e-02 4.001786e-02 1.544439e-01 3.751675e-02
[96] 5.627512e-03 2.438589e-02 2.063421e-02 3.439035e-02 2.200000e+02
[101] 1.219294e-01 1.000447e-02 1.125502e-01 3.751675e-02 7.503350e-03
[106] 8.753908e-03 6.878070e-03 1.875837e-02 1.188030e-02 6.252791e-03
[111] 2.501117e-02 1.563198e-02 3.751675e-03 8.441268e-02 2.251005e-02
[116] 1.438142e-02 1.875837e-02 1.847815e-02 5.543445e-02 1.900000e+02
[121] 2.956504e-02 1.108689e-02 1.940206e-02 3.695630e-02 3.695630e-02
[126] 1.940206e-02 5.913008e-02 1.847815e-02 2.217378e-02 4.434756e-02
[131] 2.217378e-02 2.124987e-02 4.619538e-02 2.217378e-02 2.402160e-02
[136] 1.108689e-02 1.219558e-01 3.048895e-02 3.603239e-02 2.217378e-02
[141] 1.940206e-02 3.695630e-02 4.989101e-02 1.755424e-01 2.771723e-02
[146] 6.652134e-02 8.499949e-02 1.016298e-02 6.374962e-02 6.652134e-02
[151] 1.293471e-02 4.989101e-02 4.138103e-03 1.050441e-01 5.729681e-03
[156] 8.276205e-03 1.145936e-02 6.366312e-03 1.655241e-02 1.273262e-02
[161] 3.501471e-03 5.093049e-03 3.119493e-02 7.002943e-03 2.069051e-02
[166] 3.501471e-03 6.684627e-03 1.145936e-02 3.310482e-02 1.782567e-02
[171] 1.209599e-02 3.055830e-02 4.010776e-02 5.411365e-03 1.814399e-02
[176] 1.451519e-01 5.093049e-03 2.196378e-02 5.093049e-03 7.639574e-03
[181] 3.246819e-02 6.325188e-01 6.144469e-01 2.168636e-01 1.265038e-01
[186] 3.132474e-01 2.168636e-01 2.936695e+01 3.433674e-01 2.289116e-01
[191] 2.891515e-01 1.566237e-01 2.168636e+00 7.228787e-02 4.048121e+00
[196] 3.072234e-01 4.819191e-01 1.566237e-01 2.650555e-01 2.289116e-01
[201] 8.433585e-02 8.433585e-02 1.807197e-01 1.024078e-01 2.048156e-01
[206] 1.325278e-01 1.325278e-01 1.144558e-01 4.388545e-03 2.127779e-03
[211] 5.585421e-02 2.659724e-03 1.595834e-02 1.196876e-03 6.383338e-03
[216] 1.595834e-03 2.393752e-03 2.127779e-03 8.511117e-03 9.575007e-03
[221] 2.925697e-03 1.595834e-03 4.255559e-02 1.170279e-02 1.994793e-03
[226] 4.787503e-03 1.728821e-03 1.037292e-02 3.856600e-03 2.925697e-03
[231] 3.457641e-03 6.649310e-03 3.457641e-03 2.925697e-03 1.170279e-02
[236] 1.356459e-02 1.383057e-02 1.462848e-03 2.488430e+00 5.474547e+00
[241] 4.105910e+00 1.741901e+00 2.239587e+00 3.732646e+00 4.728018e+00
[246] 1.381079e+01 2.986117e+00 1.866323e+00 2.239587e+00 2.986117e+00
[251] 9.704879e+00 6.469919e+00 1.368637e+00 7.838556e+00 2.364009e+00
[256] 2.488430e+00 2.115166e+00 8.460664e+00 1.617480e+00 5.225704e+00
[261] 1.866323e+00 4.852439e+00 4.728018e+00 6.967605e+00 4.205447e+01
[266] 1.990744e+00 2.612852e+00 2.177377e+01 8.709507e-01 3.483803e+00
[271] 6.718762e+00 3.981489e+00 6.967605e+00 2.488430e+00 1.642364e+01
[276] 3.981489e+00 1.119794e+01 3.782414e+01
Code
result_details
Output
$D.matrix
1 2 3 4 5 6 7
1 27743.60 257942.7 154975.3 113461.4 122836.6 82875.53 699392.7
2 257942.74 394471.7 1011444.4 740504.5 801691.3 540886.11 4564577.6
3 154975.30 1011444.4 543362.6 444904.6 481666.4 324971.31 2742456.8
4 113461.41 740504.5 444904.6 279810.0 352640.4 237919.87 2007823.3
5 122836.56 801691.3 481666.4 352640.4 338953.1 257578.84 2173726.8
6 82875.53 540886.1 324971.3 237919.9 257578.8 114317.21 1466572.7
7 699392.68 4564577.6 2742456.8 2007823.3 2173726.8 1466572.75 3796868.4
8 52467.30 342427.2 205734.6 150623.6 163069.4 110019.90 928466.0
9 1814925.01 11845085.5 7116679.3 5210304.3 5640824.2 3805758.40 32117074.7
8 9
1 52467.30 1814925
2 342427.17 11845086
3 205734.64 7116679
4 150623.63 5210304
5 163069.44 5640824
6 110019.90 3805758
7 928465.99 32117075
8 56503.77 2409371
9 2409370.59 74378855
$eigen
eigen() decomposition
$values
[1] 90383655.71 -12119.15 -14935.66 -44326.10 -52714.85 -60748.74
[7] -191516.48 -1446688.37 -8629720.67
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.02187963 0.9145363816 -0.383711715 0.0111376053 0.034920466
[2,] -0.14080767 -0.0015907641 0.006205056 -0.0019007899 -0.007546585
[3,] -0.08574452 -0.0233756024 0.096167659 -0.0710712646 -0.482752168
[4,] -0.06278855 -0.0264362175 0.112245776 -0.6544949638 0.603617680
[5,] -0.06797900 -0.0315013090 0.134986884 0.7507960139 0.449263154
[6,] -0.04585572 -0.0137835264 0.057039538 -0.0502057753 -0.443980650
[7,] -0.35366304 -0.0006428275 0.002502754 -0.0007515598 -0.002966675
[8,] -0.02904547 -0.4014848741 -0.899644166 0.0154349306 0.047962462
[9,] -0.91419630 -0.0015963376 0.006215016 -0.0018660503 -0.007365655
[,6] [,7] [,8] [,9]
[1,] -0.010282255 -0.11910998 -0.01653227 0.0003061550
[2,] 0.002675556 0.12731316 -0.98175878 0.0023457677
[3,] 0.551912429 -0.66001186 -0.06729053 0.0012078590
[4,] -0.097454979 -0.42211340 -0.04861765 0.0008824080
[5,] -0.087314117 -0.44749315 -0.05251898 0.0009549763
[6,] -0.823379332 -0.33996255 -0.03585863 0.0006455557
[7,] 0.001045951 0.04516472 0.05885247 0.9324172100
[8,] -0.014042708 -0.15933624 -0.02196808 0.0004064950
[9,] 0.002596779 0.11205468 0.14489443 -0.3613707495
$lambda
[1] 90383656
$k
[1] -0.001825964
$v
[1] -0.02187963 -0.14080767 -0.08574452 -0.06278855 -0.06797900 -0.04585572
[7] -0.35366304 -0.02904547 -0.91419630
$s
[1] 3.995143e-05 2.571098e-04 1.565664e-04 1.146497e-04 1.241272e-04
[6] 8.373092e-05 6.457761e-04 5.303599e-05 1.669290e-03
$x_Uc
[1] 0.002509247 0.007527740 0.003607042 0.003763870 0.003763870
[6] 0.015682793 0.002195591 0.001568279 0.034502144 0.012546234
[11] 0.002979731 0.004704838 0.048930313 0.080239140 0.288860904
[16] 0.190567957 2.503461166 0.040119570 0.064191312 0.046137505
[21] 0.144430452 0.034101634 0.036107613 0.092275011 0.036107613
[26] 0.108322839 0.066197290 0.088263054 0.032095656 0.140418495
[31] 0.034101634 0.056167398 0.060179355 0.040119570 0.152454366
[36] 0.044131527 0.040119570 0.042125548 0.030089677 0.056167398
[41] 0.028083699 0.224669592 0.084251097 0.096286968 0.052155441
[46] 1.011013163 0.016047828 0.032642162 0.082860873 0.037664033
[51] 0.080349938 0.225984200 0.095415551 0.120524907 0.025109356
[56] 0.055240582 0.030131227 0.110481164 0.070306196 0.042685904
[61] 0.213429522 0.231006071 0.035153098 0.095415551 0.045196840
[66] 0.045196840 0.040174969 0.052729647 0.082860873 0.218451393
[71] 0.090393680 0.020087484 0.037664033 0.008753908 0.021259490
[76] 0.010004466 0.008128629 0.020008932 0.008753908 0.027512282
[81] 0.013756141 0.010629745 0.045020097 0.023760607 0.052523447
[86] 0.070031263 0.025011165 0.040017864 0.154443945 0.037516748
[91] 0.005627512 0.024385886 0.020634211 0.034390352 0.121929430
[96] 0.010004466 0.112550243 0.037516748 0.007503350 0.008753908
[101] 0.006878070 0.018758374 0.011880303 0.006252791 0.025011165
[106] 0.015631978 0.003751675 0.084412683 0.022510049 0.014381420
[111] 0.018758374 0.018478150 0.055434451 0.029565041 0.011086890
[116] 0.019402058 0.036956301 0.036956301 0.019402058 0.059130082
[121] 0.018478150 0.022173781 0.044347561 0.022173781 0.021249873
[126] 0.046195376 0.022173781 0.024021596 0.011086890 0.121955793
[131] 0.030488948 0.036032393 0.022173781 0.019402058 0.036956301
[136] 0.049891006 0.175542430 0.027717226 0.066521342 0.084999492
[141] 0.010162983 0.063749619 0.066521342 0.012934705 0.049891006
[146] 0.004138103 0.105044143 0.005729681 0.008276205 0.011459361
[151] 0.006366312 0.016552410 0.012732623 0.003501471 0.005093049
[156] 0.031194927 0.007002943 0.020690513 0.003501471 0.006684627
[161] 0.011459361 0.033104821 0.017825673 0.012095992 0.030558296
[166] 0.040107764 0.005411365 0.018143988 0.145151907 0.005093049
[171] 0.021963775 0.005093049 0.007639574 0.032468190 0.632518846
[176] 0.614446879 0.216863604 0.126503769 0.313247429 0.216863604
[181] 29.366946423 0.343367374 0.228911582 0.289151472 0.156623714
[186] 2.168636044 0.072287868 4.048120615 0.307223440 0.481919121
[191] 0.156623714 0.265055516 0.228911582 0.084335846 0.084335846
[196] 0.180719670 0.102407813 0.204815626 0.132527758 0.132527758
[201] 0.114455791 0.004388545 0.002127779 0.055854207 0.002659724
[206] 0.015958345 0.001196876 0.006383338 0.001595834 0.002393752
[211] 0.002127779 0.008511117 0.009575007 0.002925697 0.001595834
[216] 0.042555586 0.011702786 0.001994793 0.004787503 0.001728821
[221] 0.010372924 0.003856600 0.002925697 0.003457641 0.006649310
[226] 0.003457641 0.002925697 0.011702786 0.013564593 0.013830566
[231] 0.001462848 2.488430472 5.474547038 4.105910279 1.741901330
[236] 2.239587425 3.732645708 4.728017897 13.810789120 2.986116566
[241] 1.866322854 2.239587425 2.986116566 9.704878841 6.469919227
[246] 1.368636760 7.838555987 2.364008948 2.488430472 2.115165901
[251] 8.460663605 1.617479807 5.225703991 1.866322854 4.852439420
[256] 4.728017897 6.967605322 42.054474977 1.990744378 2.612851996
[261] 21.773766630 0.870950665 3.483802661 6.718762274 3.981488755
[266] 6.967605322 2.488430472 16.423641115 3.981488755 11.197937124
[271] 37.824143175
$x
[1] 1.500000e+02 2.509247e-03 7.527740e-03 3.607042e-03 3.763870e-03
[6] 3.763870e-03 1.568279e-02 2.195591e-03 1.568279e-03 3.450214e-02
[11] 1.254623e-02 2.979731e-03 4.704838e-03 4.893031e-02 8.023914e-02
[16] 2.888609e-01 1.905680e-01 2.503461e+00 4.011957e-02 6.419131e-02
[21] 4.613751e-02 1.444305e-01 3.410163e-02 3.610761e-02 9.227501e-02
[26] 3.610761e-02 1.083228e-01 6.619729e-02 8.826305e-02 1.500000e+02
[31] 3.209566e-02 1.404185e-01 3.410163e-02 1.600000e+02 5.616740e-02
[36] 6.017935e-02 4.011957e-02 1.524544e-01 4.413153e-02 4.011957e-02
[41] 4.212555e-02 3.008968e-02 5.616740e-02 2.808370e-02 2.246696e-01
[46] 8.425110e-02 9.628697e-02 5.215544e-02 1.011013e+00 1.604783e-02
[51] 3.264216e-02 8.286087e-02 3.766403e-02 8.034994e-02 2.259842e-01
[56] 9.541555e-02 1.205249e-01 2.510936e-02 5.524058e-02 1.400000e+02
[61] 3.013123e-02 1.104812e-01 7.030620e-02 4.268590e-02 2.134295e-01
[66] 2.310061e-01 3.515310e-02 9.541555e-02 4.519684e-02 4.519684e-02
[71] 4.017497e-02 5.272965e-02 8.286087e-02 2.184514e-01 9.039368e-02
[76] 2.008748e-02 3.766403e-02 8.753908e-03 2.125949e-02 1.000447e-02
[81] 8.128629e-03 2.000893e-02 8.753908e-03 2.751228e-02 1.375614e-02
[86] 1.062975e-02 4.502010e-02 2.376061e-02 5.252345e-02 1.600000e+02
[91] 7.003126e-02 2.501117e-02 4.001786e-02 1.544439e-01 3.751675e-02
[96] 5.627512e-03 2.438589e-02 2.063421e-02 3.439035e-02 2.200000e+02
[101] 1.219294e-01 1.000447e-02 1.125502e-01 3.751675e-02 7.503350e-03
[106] 8.753908e-03 6.878070e-03 1.875837e-02 1.188030e-02 6.252791e-03
[111] 2.501117e-02 1.563198e-02 3.751675e-03 8.441268e-02 2.251005e-02
[116] 1.438142e-02 1.875837e-02 1.847815e-02 5.543445e-02 1.900000e+02
[121] 2.956504e-02 1.108689e-02 1.940206e-02 3.695630e-02 3.695630e-02
[126] 1.940206e-02 5.913008e-02 1.847815e-02 2.217378e-02 4.434756e-02
[131] 2.217378e-02 2.124987e-02 4.619538e-02 2.217378e-02 2.402160e-02
[136] 1.108689e-02 1.219558e-01 3.048895e-02 3.603239e-02 2.217378e-02
[141] 1.940206e-02 3.695630e-02 4.989101e-02 1.755424e-01 2.771723e-02
[146] 6.652134e-02 8.499949e-02 1.016298e-02 6.374962e-02 6.652134e-02
[151] 1.293471e-02 4.989101e-02 4.138103e-03 1.050441e-01 5.729681e-03
[156] 8.276205e-03 1.145936e-02 6.366312e-03 1.655241e-02 1.273262e-02
[161] 3.501471e-03 5.093049e-03 3.119493e-02 7.002943e-03 2.069051e-02
[166] 3.501471e-03 6.684627e-03 1.145936e-02 3.310482e-02 1.782567e-02
[171] 1.209599e-02 3.055830e-02 4.010776e-02 5.411365e-03 1.814399e-02
[176] 1.451519e-01 5.093049e-03 2.196378e-02 5.093049e-03 7.639574e-03
[181] 3.246819e-02 6.325188e-01 6.144469e-01 2.168636e-01 1.265038e-01
[186] 3.132474e-01 2.168636e-01 2.936695e+01 3.433674e-01 2.289116e-01
[191] 2.891515e-01 1.566237e-01 2.168636e+00 7.228787e-02 4.048121e+00
[196] 3.072234e-01 4.819191e-01 1.566237e-01 2.650555e-01 2.289116e-01
[201] 8.433585e-02 8.433585e-02 1.807197e-01 1.024078e-01 2.048156e-01
[206] 1.325278e-01 1.325278e-01 1.144558e-01 4.388545e-03 2.127779e-03
[211] 5.585421e-02 2.659724e-03 1.595834e-02 1.196876e-03 6.383338e-03
[216] 1.595834e-03 2.393752e-03 2.127779e-03 8.511117e-03 9.575007e-03
[221] 2.925697e-03 1.595834e-03 4.255559e-02 1.170279e-02 1.994793e-03
[226] 4.787503e-03 1.728821e-03 1.037292e-02 3.856600e-03 2.925697e-03
[231] 3.457641e-03 6.649310e-03 3.457641e-03 2.925697e-03 1.170279e-02
[236] 1.356459e-02 1.383057e-02 1.462848e-03 2.488430e+00 5.474547e+00
[241] 4.105910e+00 1.741901e+00 2.239587e+00 3.732646e+00 4.728018e+00
[246] 1.381079e+01 2.986117e+00 1.866323e+00 2.239587e+00 2.986117e+00
[251] 9.704879e+00 6.469919e+00 1.368637e+00 7.838556e+00 2.364009e+00
[256] 2.488430e+00 2.115166e+00 8.460664e+00 1.617480e+00 5.225704e+00
[261] 1.866323e+00 4.852439e+00 4.728018e+00 6.967605e+00 4.205447e+01
[266] 1.990744e+00 2.612852e+00 2.177377e+01 8.709507e-01 3.483803e+00
[271] 6.718762e+00 3.981489e+00 6.967605e+00 2.488430e+00 1.642364e+01
[276] 3.981489e+00 1.119794e+01 3.782414e+01
dca works for pop9d278s, n=n_max
Code
result
Output
[1] 36.9937695 19.7300104 59.1900312 28.3618899 29.5950156 29.5950156
[7] 123.3125649 17.2637591 12.3312565 271.2876428 98.6500519 23.4293873
[13] 36.9937695 384.7352025 5.7932154 20.8555756 13.7588867 180.7483218
[19] 2.8966077 4.6345724 3.3310989 10.4277878 2.4621166 2.6069469
[25] 6.6621978 2.6069469 7.8208408 4.7794027 6.3725370 2.1724558
[31] 2.3172862 10.1381270 2.4621166 4.6345724 4.0552508 4.3449116
[37] 2.8966077 11.0071093 3.1862685 2.8966077 3.0414381 2.1724558
[43] 4.0552508 2.0276254 16.2210032 6.0828762 6.9518585 3.7655900
[49] 72.9945146 1.1586431 46.3658052 117.6978131 53.4990060 114.1312127
[55] 320.9940358 135.5308151 171.1968191 35.6660040 78.4652087 49.9324056
[61] 42.7992048 156.9304175 99.8648111 60.6322068 303.1610338 328.1272366
[67] 49.9324056 135.5308151 64.1988072 64.1988072 57.0656064 74.8986083
[73] 117.6978131 310.2942346 128.3976143 28.5328032 53.4990060 17.6655299
[79] 42.9020012 20.1891770 16.4037063 40.3783540 17.6655299 55.5202368
[85] 27.7601184 21.4510006 90.8512966 47.9492954 105.9931793 20.1891770
[91] 141.3242391 50.4729425 80.7567081 311.6704202 75.7094138 11.3564121
[97] 49.2111190 41.6401776 69.4002960 55.5202368 246.0555949 20.1891770
[103] 227.1282414 75.7094138 15.1418828 17.6655299 13.8800592 37.8547069
[109] 23.9746477 12.6182356 50.4729425 31.5455891 7.5709414 170.3461811
[115] 45.4256483 29.0219420 37.8547069 39.6105560 118.8316679 75.2600564
[121] 63.3768896 23.7663336 41.5910838 79.2211120 79.2211120 41.5910838
[127] 126.7537791 39.6105560 47.5326672 95.0653344 47.5326672 45.5521394
[133] 99.0263900 47.5326672 51.4937228 23.7663336 261.4296695 65.3574174
[139] 77.2405842 47.5326672 41.5910838 79.2211120 106.9485012 376.3002818
[145] 59.4158340 142.5980015 182.2085575 21.7858058 136.6564181 142.5980015
[151] 27.7273892 106.9485012 6.2936859 159.7627959 8.7143343 12.5873718
[157] 17.4286686 9.6825937 25.1747436 19.3651874 5.3254265 7.7460750
[163] 47.4447091 10.6508531 31.4684295 5.3254265 10.1667234 17.4286686
[169] 50.3494872 27.1112623 18.3969280 46.4764497 61.0003403 8.2302046
[175] 27.5953920 220.7631361 7.7460750 33.4049482 7.7460750 11.6191124
[181] 49.3812278 7.2958894 7.0874355 2.5014478 1.4591779 3.6132024
[187] 2.5014478 338.7377241 3.9606257 2.6404171 3.3352637 1.8066012
[193] 25.0144781 0.8338159 46.6936924 3.5437177 5.5587729 1.8066012
[199] 3.0573251 2.6404171 0.9727853 0.9727853 2.0845398 1.1812392
[205] 2.3624785 1.5286625 1.5286625 1.3202086 30.1721500 14.6289212
[211] 384.0091813 18.2861515 109.7169090 8.2287682 43.8867636 10.9716909
[217] 16.4575363 14.6289212 58.5156848 65.8301454 20.1147666 10.9716909
[223] 292.5784239 80.4590666 13.7146136 32.9150727 11.8859985 71.3159908
[229] 26.5149197 20.1147666 23.7719969 45.7153787 23.7719969 20.1147666
[235] 80.4590666 93.2593726 95.0879878 10.0573833 27.5763773 60.6680300
[241] 45.5010225 19.3034641 24.8187395 41.3645659 52.3951168 153.0488938
[247] 33.0916527 20.6822830 24.8187395 33.0916527 107.5478714 71.6985809
[253] 15.1670075 86.8655884 26.1975584 27.5763773 23.4399207 93.7596827
[259] 17.9246452 57.9103923 20.6822830 53.7739357 52.3951168 77.2138564
[265] 466.0407759 22.0611018 28.9551961 241.2933011 9.6517320 38.6069282
[271] 74.4562186 44.1222036 77.2138564 27.5763773 182.0040900 44.1222036
[277] 124.0936977 419.1609345
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11033.934 5374.829 3230.211 2401.488 2583.881 1700.447
2 5374.829 -1254969.684 20733.819 15414.474 16585.206 10914.689
3 3230.211 20733.819 -52225.423 9263.925 9967.521 6559.605
4 2401.488 15414.474 9263.925 -39338.233 7410.314 4876.712
5 2583.881 16585.206 9967.521 7410.314 -35273.409 5247.099
6 1700.447 10914.689 6559.605 4876.712 5247.099 -56013.308
7 14350.194 92109.863 55356.987 41154.930 44280.653 29141.005
8 1076.528 6909.932 4152.791 3087.376 3321.862 2186.111
9 37238.774 239025.228 143651.461 106797.103 114908.358 75620.949
7 8 9
1 14350.19 1076.528 37238.77
2 92109.86 6909.932 239025.23
3 55356.99 4152.791 143651.46
4 41154.93 3087.376 106797.10
5 44280.65 3321.862 114908.36
6 29141.00 2186.111 75620.95
7 -8333723.63 18448.749 638170.75
8 18448.75 -11764.237 47874.53
9 638170.75 47874.529 -7308945.99
$eigen
eigen() decomposition
$values
[1] -1.122098e-10 -1.235034e+04 -2.130290e+04 -4.483934e+04 -5.545070e+04
[6] -6.125627e+04 -1.245216e+06 -7.023020e+06 -8.639853e+06
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.48334956 0.7902291253 -0.375085548 0.0106619587 0.029816756
[2,] -0.02856256 -0.0019025687 0.017905546 -0.0018127512 -0.006758781
[3,] -0.34218630 -0.0279022026 0.314562776 -0.0683207388 -0.542744563
[4,] -0.35599387 -0.0320484136 0.407086571 -0.7272639034 0.403950297
[5,] -0.40941578 -0.0378071995 0.497465495 0.6809656331 0.328541148
[6,] -0.19594523 -0.0163155217 0.188240811 -0.0487999426 -0.657092197
[7,] -0.01146124 -0.0007572182 0.007083815 -0.0007057938 -0.002612340
[8,] -0.56104986 -0.6099417892 -0.557722942 0.0142594187 0.039489811
[9,] -0.02846351 -0.0018804025 0.017590471 -0.0017524132 -0.006485822
[,6] [,7] [,8] [,9]
[1,] -0.012512148 0.005581190 0.005604444 0.0003670090
[2,] 0.003229248 -0.998427693 0.043989235 0.0027651857
[3,] 0.694952074 0.022493084 0.021783673 0.0014244855
[4,] -0.117898506 0.016464920 0.016152132 0.0010567531
[5,] -0.105870646 0.017671528 0.017371472 0.0011366196
[6,] -0.701057944 0.011788677 0.011458757 0.0007494210
[7,] 0.001243113 -0.016083718 -0.432592113 0.9013403332
[8,] -0.016512702 0.007182669 0.007206440 0.0004719002
[9,] 0.003086265 -0.039653847 -0.899820636 -0.4330965258
$lambda
[1] -1.122098e-10
$k
[1] -0.6499126
$v
[1] -0.48334956 -0.02856256 -0.34218630 -0.35599387 -0.40941578 -0.19594523
[7] -0.01146124 -0.56104986 -0.02846351
$s
[1] 0.314134977 0.018563165 0.222391192 0.231364908 0.266084481 0.127347274
[7] 0.007448808 0.364633381 0.018498796
$x_Uc
[1] 36.9937695 19.7300104 59.1900312 28.3618899 29.5950156 29.5950156
[7] 123.3125649 17.2637591 12.3312565 271.2876428 98.6500519 23.4293873
[13] 36.9937695 384.7352025 5.7932154 20.8555756 13.7588867 180.7483218
[19] 2.8966077 4.6345724 3.3310989 10.4277878 2.4621166 2.6069469
[25] 6.6621978 2.6069469 7.8208408 4.7794027 6.3725370 2.1724558
[31] 2.3172862 10.1381270 2.4621166 4.6345724 4.0552508 4.3449116
[37] 2.8966077 11.0071093 3.1862685 2.8966077 3.0414381 2.1724558
[43] 4.0552508 2.0276254 16.2210032 6.0828762 6.9518585 3.7655900
[49] 72.9945146 1.1586431 46.3658052 117.6978131 53.4990060 114.1312127
[55] 320.9940358 135.5308151 171.1968191 35.6660040 78.4652087 49.9324056
[61] 42.7992048 156.9304175 99.8648111 60.6322068 303.1610338 328.1272366
[67] 49.9324056 135.5308151 64.1988072 64.1988072 57.0656064 74.8986083
[73] 117.6978131 310.2942346 128.3976143 28.5328032 53.4990060 17.6655299
[79] 42.9020012 20.1891770 16.4037063 40.3783540 17.6655299 55.5202368
[85] 27.7601184 21.4510006 90.8512966 47.9492954 105.9931793 20.1891770
[91] 141.3242391 50.4729425 80.7567081 311.6704202 75.7094138 11.3564121
[97] 49.2111190 41.6401776 69.4002960 55.5202368 246.0555949 20.1891770
[103] 227.1282414 75.7094138 15.1418828 17.6655299 13.8800592 37.8547069
[109] 23.9746477 12.6182356 50.4729425 31.5455891 7.5709414 170.3461811
[115] 45.4256483 29.0219420 37.8547069 39.6105560 118.8316679 75.2600564
[121] 63.3768896 23.7663336 41.5910838 79.2211120 79.2211120 41.5910838
[127] 126.7537791 39.6105560 47.5326672 95.0653344 47.5326672 45.5521394
[133] 99.0263900 47.5326672 51.4937228 23.7663336 261.4296695 65.3574174
[139] 77.2405842 47.5326672 41.5910838 79.2211120 106.9485012 376.3002818
[145] 59.4158340 142.5980015 182.2085575 21.7858058 136.6564181 142.5980015
[151] 27.7273892 106.9485012 6.2936859 159.7627959 8.7143343 12.5873718
[157] 17.4286686 9.6825937 25.1747436 19.3651874 5.3254265 7.7460750
[163] 47.4447091 10.6508531 31.4684295 5.3254265 10.1667234 17.4286686
[169] 50.3494872 27.1112623 18.3969280 46.4764497 61.0003403 8.2302046
[175] 27.5953920 220.7631361 7.7460750 33.4049482 7.7460750 11.6191124
[181] 49.3812278 7.2958894 7.0874355 2.5014478 1.4591779 3.6132024
[187] 2.5014478 338.7377241 3.9606257 2.6404171 3.3352637 1.8066012
[193] 25.0144781 0.8338159 46.6936924 3.5437177 5.5587729 1.8066012
[199] 3.0573251 2.6404171 0.9727853 0.9727853 2.0845398 1.1812392
[205] 2.3624785 1.5286625 1.5286625 1.3202086 30.1721500 14.6289212
[211] 384.0091813 18.2861515 109.7169090 8.2287682 43.8867636 10.9716909
[217] 16.4575363 14.6289212 58.5156848 65.8301454 20.1147666 10.9716909
[223] 292.5784239 80.4590666 13.7146136 32.9150727 11.8859985 71.3159908
[229] 26.5149197 20.1147666 23.7719969 45.7153787 23.7719969 20.1147666
[235] 80.4590666 93.2593726 95.0879878 10.0573833 27.5763773 60.6680300
[241] 45.5010225 19.3034641 24.8187395 41.3645659 52.3951168 153.0488938
[247] 33.0916527 20.6822830 24.8187395 33.0916527 107.5478714 71.6985809
[253] 15.1670075 86.8655884 26.1975584 27.5763773 23.4399207 93.7596827
[259] 17.9246452 57.9103923 20.6822830 53.7739357 52.3951168 77.2138564
[265] 466.0407759 22.0611018 28.9551961 241.2933011 9.6517320 38.6069282
[271] 74.4562186 44.1222036 77.2138564 27.5763773 182.0040900 44.1222036
[277] 124.0936977 419.1609345
$x
[1] 36.9937695 19.7300104 59.1900312 28.3618899 29.5950156 29.5950156
[7] 123.3125649 17.2637591 12.3312565 271.2876428 98.6500519 23.4293873
[13] 36.9937695 384.7352025 5.7932154 20.8555756 13.7588867 180.7483218
[19] 2.8966077 4.6345724 3.3310989 10.4277878 2.4621166 2.6069469
[25] 6.6621978 2.6069469 7.8208408 4.7794027 6.3725370 2.1724558
[31] 2.3172862 10.1381270 2.4621166 4.6345724 4.0552508 4.3449116
[37] 2.8966077 11.0071093 3.1862685 2.8966077 3.0414381 2.1724558
[43] 4.0552508 2.0276254 16.2210032 6.0828762 6.9518585 3.7655900
[49] 72.9945146 1.1586431 46.3658052 117.6978131 53.4990060 114.1312127
[55] 320.9940358 135.5308151 171.1968191 35.6660040 78.4652087 49.9324056
[61] 42.7992048 156.9304175 99.8648111 60.6322068 303.1610338 328.1272366
[67] 49.9324056 135.5308151 64.1988072 64.1988072 57.0656064 74.8986083
[73] 117.6978131 310.2942346 128.3976143 28.5328032 53.4990060 17.6655299
[79] 42.9020012 20.1891770 16.4037063 40.3783540 17.6655299 55.5202368
[85] 27.7601184 21.4510006 90.8512966 47.9492954 105.9931793 20.1891770
[91] 141.3242391 50.4729425 80.7567081 311.6704202 75.7094138 11.3564121
[97] 49.2111190 41.6401776 69.4002960 55.5202368 246.0555949 20.1891770
[103] 227.1282414 75.7094138 15.1418828 17.6655299 13.8800592 37.8547069
[109] 23.9746477 12.6182356 50.4729425 31.5455891 7.5709414 170.3461811
[115] 45.4256483 29.0219420 37.8547069 39.6105560 118.8316679 75.2600564
[121] 63.3768896 23.7663336 41.5910838 79.2211120 79.2211120 41.5910838
[127] 126.7537791 39.6105560 47.5326672 95.0653344 47.5326672 45.5521394
[133] 99.0263900 47.5326672 51.4937228 23.7663336 261.4296695 65.3574174
[139] 77.2405842 47.5326672 41.5910838 79.2211120 106.9485012 376.3002818
[145] 59.4158340 142.5980015 182.2085575 21.7858058 136.6564181 142.5980015
[151] 27.7273892 106.9485012 6.2936859 159.7627959 8.7143343 12.5873718
[157] 17.4286686 9.6825937 25.1747436 19.3651874 5.3254265 7.7460750
[163] 47.4447091 10.6508531 31.4684295 5.3254265 10.1667234 17.4286686
[169] 50.3494872 27.1112623 18.3969280 46.4764497 61.0003403 8.2302046
[175] 27.5953920 220.7631361 7.7460750 33.4049482 7.7460750 11.6191124
[181] 49.3812278 7.2958894 7.0874355 2.5014478 1.4591779 3.6132024
[187] 2.5014478 338.7377241 3.9606257 2.6404171 3.3352637 1.8066012
[193] 25.0144781 0.8338159 46.6936924 3.5437177 5.5587729 1.8066012
[199] 3.0573251 2.6404171 0.9727853 0.9727853 2.0845398 1.1812392
[205] 2.3624785 1.5286625 1.5286625 1.3202086 30.1721500 14.6289212
[211] 384.0091813 18.2861515 109.7169090 8.2287682 43.8867636 10.9716909
[217] 16.4575363 14.6289212 58.5156848 65.8301454 20.1147666 10.9716909
[223] 292.5784239 80.4590666 13.7146136 32.9150727 11.8859985 71.3159908
[229] 26.5149197 20.1147666 23.7719969 45.7153787 23.7719969 20.1147666
[235] 80.4590666 93.2593726 95.0879878 10.0573833 27.5763773 60.6680300
[241] 45.5010225 19.3034641 24.8187395 41.3645659 52.3951168 153.0488938
[247] 33.0916527 20.6822830 24.8187395 33.0916527 107.5478714 71.6985809
[253] 15.1670075 86.8655884 26.1975584 27.5763773 23.4399207 93.7596827
[259] 17.9246452 57.9103923 20.6822830 53.7739357 52.3951168 77.2138564
[265] 466.0407759 22.0611018 28.9551961 241.2933011 9.6517320 38.6069282
[271] 74.4562186 44.1222036 77.2138564 27.5763773 182.0040900 44.1222036
[277] 124.0936977 419.1609345
dca works for pop9d278s, n>n_max
Code
result
Output
[1] 68.3073799 36.4306026 109.2918078 52.3689913 54.6459039 54.6459039
[7] 227.6912663 31.8767773 22.7691266 500.9207859 182.1530130 43.2613406
[13] 68.3073799 710.3967509 5.8177687 20.9439674 13.8172007 181.5143838
[19] 2.9088844 4.6542150 3.3452170 10.4719837 2.4725517 2.6179959
[25] 6.6904340 2.6179959 7.8539878 4.7996592 6.3995456 2.1816633
[31] 2.3271075 10.1810952 2.4725517 4.6542150 4.0724381 4.3633265
[37] 2.9088844 11.0537606 3.1997728 2.9088844 3.0543286 2.1816633
[43] 4.0724381 2.0362190 16.2897524 6.1086571 6.9813225 3.7815497
[49] 73.3038858 1.1635537 50.6248893 128.5093343 58.4133338 124.6151120
[55] 350.4800026 147.9804455 186.9226681 38.9422225 85.6728895 54.5191115
[61] 46.7306670 171.3457790 109.0382230 66.2017783 331.0088913 358.2684471
[67] 54.5191115 147.9804455 70.0960005 70.0960005 62.3075560 81.7786673
[73] 128.5093343 338.7973358 140.1920010 31.1537780 58.4133338 20.0227881
[79] 48.6267712 22.8831864 18.5925890 45.7663729 20.0227881 62.9287627
[85] 31.4643813 24.3133856 102.9743390 54.3475678 120.1367288 22.8831864
[91] 160.1823050 57.2079661 91.5327457 353.2591906 85.8119491 12.8717924
[97] 55.7777669 47.1965720 78.6609534 62.9287627 278.8888347 22.8831864
[103] 257.4358474 85.8119491 17.1623898 20.0227881 15.7321907 42.9059746
[109] 27.1737839 14.3019915 57.2079661 35.7549788 8.5811949 193.0768855
[115] 51.4871695 32.8945805 42.9059746 45.3126141 135.9378423 86.0939668
[121] 72.5001825 27.1875685 47.5782448 90.6252282 90.6252282 47.5782448
[127] 145.0003651 45.3126141 54.3751369 108.7502738 54.3751369 52.1095062
[133] 113.2815352 54.3751369 58.9063983 27.1875685 299.0632530 74.7658133
[139] 88.3595975 54.3751369 47.5782448 90.6252282 122.3440580 430.4698339
[145] 67.9689211 163.1254107 208.4380248 24.9219378 156.3285186 163.1254107
[151] 31.7188299 122.3440580 6.9276715 175.8562772 9.5921606 13.8553431
[157] 19.1843211 10.6579562 27.7106861 21.3159124 5.8618759 8.5263650
[163] 52.2239853 11.7237518 34.6383576 5.8618759 11.1908540 19.1843211
[169] 55.4213722 29.8422773 20.2501168 51.1581897 67.1451240 9.0592628
[175] 30.3751752 243.0014012 8.5263650 36.7699489 8.5263650 12.7895474
[181] 54.3555766 7.3005202 7.0919339 2.5030355 1.4601040 3.6154957
[187] 2.5030355 338.9527216 3.9631395 2.6420930 3.3373806 1.8077478
[193] 25.0303548 0.8343452 46.7233290 3.5459669 5.5623011 1.8077478
[199] 3.0592656 2.6420930 0.9734027 0.9734027 2.0858629 1.1819890
[205] 2.3639780 1.5296328 1.5296328 1.3210465 51.4796158 24.9598137
[211] 655.1951106 31.1997672 187.1986030 14.0398952 74.8794412 18.7198603
[217] 28.0797905 24.9598137 99.8392550 112.3191618 34.3197439 18.7198603
[223] 499.1962748 137.2789756 23.3998254 56.1595809 20.2798487 121.6790920
[229] 45.2396624 34.3197439 40.5596973 77.9994179 40.5596973 34.3197439
[235] 137.2789756 159.1188126 162.2387893 17.1598719 27.5931273 60.7048800
[241] 45.5286600 19.3151891 24.8338145 41.3896909 52.4269418 153.1418563
[247] 33.1117527 20.6948454 24.8338145 33.1117527 107.6131963 71.7421309
[253] 15.1762200 86.9183509 26.2134709 27.5931273 23.4541582 93.8166327
[259] 17.9355327 57.9455672 20.6948454 53.8065982 52.4269418 77.2607563
[265] 466.3238506 22.0745018 28.9727836 241.4398635 9.6575945 38.6303782
[271] 74.5014436 44.1490036 77.2607563 27.5931273 182.1146399 44.1490036
[277] 124.1690727 419.4155343
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11175.9585 4463.213 2682.341 1994.176 2145.633 1412.037
2 4463.2134 -1260821.086 17217.192 12800.053 13772.218 9063.468
3 2682.3408 17217.192 -54338.876 7692.687 8276.948 5447.042
4 1994.1755 12800.053 7692.687 -40506.364 6153.464 4049.581
5 2145.6335 13772.218 8276.948 6153.464 -36625.717 4357.148
6 1412.0369 9063.468 5447.042 4049.581 4357.148 -56598.983
7 11916.2829 76487.272 45967.986 34174.715 36770.290 24198.450
8 893.9401 5737.950 3448.443 2563.731 2758.447 1815.328
9 30922.7713 198484.581 119286.991 88683.435 95418.954 62795.014
7 8 9
1 11916.28 893.9401 30922.77
2 76487.27 5737.9505 198484.58
3 45967.99 3448.4434 119286.99
4 34174.72 2563.7314 88683.43
5 36770.29 2758.4472 95418.95
6 24198.45 1815.3283 62795.01
7 -8375434.21 15319.6889 529931.73
8 15319.69 -11998.9739 39754.61
9 529931.73 39754.6147 -7589826.39
$eigen
eigen() decomposition
$values
[1] -5442.067 -12386.227 -24501.132 -44869.380 -55843.019
[6] -61350.450 -1254385.167 -7336171.932 -8642377.185
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] -0.590684214 0.7535143513 0.286717861 0.0106167016 0.028104432
[2,] -0.018984049 -0.0019501355 -0.018374734 -0.0018067451 -0.006430030
[3,] -0.247277095 -0.0286186163 -0.347617843 -0.0681959622 -0.539080582
[4,] -0.267051732 -0.0328835814 -0.478046308 -0.7408950634 0.368508525
[5,] -0.309975774 -0.0387964057 -0.596092490 0.6661286549 0.302729844
[6,] -0.142748616 -0.0167357094 -0.210310997 -0.0487371849 -0.692595174
[7,] -0.007590359 -0.0007761311 -0.007253813 -0.0007034408 -0.002484599
[8,] -0.633556705 -0.6546162250 0.410066782 0.0141983705 0.037211959
[9,] -0.018849820 -0.0019273687 -0.018012319 -0.0017465707 -0.006168659
[,6] [,7] [,8] [,9]
[1,] -0.012618613 0.004394730 0.004459734 0.0003786577
[2,] 0.003263186 -0.999015758 0.034674074 0.0028528063
[3,] 0.722026559 0.017705617 0.017328726 0.0014696954
[4,] -0.118386686 0.012962036 0.012850348 0.0010902926
[5,] -0.106418622 0.013912202 0.013820686 0.0011726941
[6,] -0.672962730 0.009279869 0.009115638 0.0007732060
[7,] 0.001256095 -0.012774734 -0.450173225 0.8927831732
[8,] -0.016652366 0.005655720 0.005734477 0.0004868781
[9,] 0.003118494 -0.031493693 -0.891823682 -0.4504712697
$lambda
[1] -5442.067
$k
[1] -0.981974
$v
[1] -0.590684214 -0.018984049 -0.247277095 -0.267051732 -0.309975774
[6] -0.142748616 -0.007590359 -0.633556705 -0.018849820
$s
[1] 0.580036518 0.018641841 0.242819669 0.262237847 0.304388139 0.140175424
[7] 0.007453535 0.622136188 0.018510032
$x_Uc
[1] 68.3073799 36.4306026 109.2918078 52.3689913 54.6459039 54.6459039
[7] 227.6912663 31.8767773 22.7691266 500.9207859 182.1530130 43.2613406
[13] 68.3073799 710.3967509 5.8177687 20.9439674 13.8172007 181.5143838
[19] 2.9088844 4.6542150 3.3452170 10.4719837 2.4725517 2.6179959
[25] 6.6904340 2.6179959 7.8539878 4.7996592 6.3995456 2.1816633
[31] 2.3271075 10.1810952 2.4725517 4.6542150 4.0724381 4.3633265
[37] 2.9088844 11.0537606 3.1997728 2.9088844 3.0543286 2.1816633
[43] 4.0724381 2.0362190 16.2897524 6.1086571 6.9813225 3.7815497
[49] 73.3038858 1.1635537 50.6248893 128.5093343 58.4133338 124.6151120
[55] 350.4800026 147.9804455 186.9226681 38.9422225 85.6728895 54.5191115
[61] 46.7306670 171.3457790 109.0382230 66.2017783 331.0088913 358.2684471
[67] 54.5191115 147.9804455 70.0960005 70.0960005 62.3075560 81.7786673
[73] 128.5093343 338.7973358 140.1920010 31.1537780 58.4133338 20.0227881
[79] 48.6267712 22.8831864 18.5925890 45.7663729 20.0227881 62.9287627
[85] 31.4643813 24.3133856 102.9743390 54.3475678 120.1367288 22.8831864
[91] 160.1823050 57.2079661 91.5327457 353.2591906 85.8119491 12.8717924
[97] 55.7777669 47.1965720 78.6609534 62.9287627 278.8888347 22.8831864
[103] 257.4358474 85.8119491 17.1623898 20.0227881 15.7321907 42.9059746
[109] 27.1737839 14.3019915 57.2079661 35.7549788 8.5811949 193.0768855
[115] 51.4871695 32.8945805 42.9059746 45.3126141 135.9378423 86.0939668
[121] 72.5001825 27.1875685 47.5782448 90.6252282 90.6252282 47.5782448
[127] 145.0003651 45.3126141 54.3751369 108.7502738 54.3751369 52.1095062
[133] 113.2815352 54.3751369 58.9063983 27.1875685 299.0632530 74.7658133
[139] 88.3595975 54.3751369 47.5782448 90.6252282 122.3440580 430.4698339
[145] 67.9689211 163.1254107 208.4380248 24.9219378 156.3285186 163.1254107
[151] 31.7188299 122.3440580 6.9276715 175.8562772 9.5921606 13.8553431
[157] 19.1843211 10.6579562 27.7106861 21.3159124 5.8618759 8.5263650
[163] 52.2239853 11.7237518 34.6383576 5.8618759 11.1908540 19.1843211
[169] 55.4213722 29.8422773 20.2501168 51.1581897 67.1451240 9.0592628
[175] 30.3751752 243.0014012 8.5263650 36.7699489 8.5263650 12.7895474
[181] 54.3555766 7.3005202 7.0919339 2.5030355 1.4601040 3.6154957
[187] 2.5030355 338.9527216 3.9631395 2.6420930 3.3373806 1.8077478
[193] 25.0303548 0.8343452 46.7233290 3.5459669 5.5623011 1.8077478
[199] 3.0592656 2.6420930 0.9734027 0.9734027 2.0858629 1.1819890
[205] 2.3639780 1.5296328 1.5296328 1.3210465 51.4796158 24.9598137
[211] 655.1951106 31.1997672 187.1986030 14.0398952 74.8794412 18.7198603
[217] 28.0797905 24.9598137 99.8392550 112.3191618 34.3197439 18.7198603
[223] 499.1962748 137.2789756 23.3998254 56.1595809 20.2798487 121.6790920
[229] 45.2396624 34.3197439 40.5596973 77.9994179 40.5596973 34.3197439
[235] 137.2789756 159.1188126 162.2387893 17.1598719 27.5931273 60.7048800
[241] 45.5286600 19.3151891 24.8338145 41.3896909 52.4269418 153.1418563
[247] 33.1117527 20.6948454 24.8338145 33.1117527 107.6131963 71.7421309
[253] 15.1762200 86.9183509 26.2134709 27.5931273 23.4541582 93.8166327
[259] 17.9355327 57.9455672 20.6948454 53.8065982 52.4269418 77.2607563
[265] 466.3238506 22.0745018 28.9727836 241.4398635 9.6575945 38.6303782
[271] 74.5014436 44.1490036 77.2607563 27.5931273 182.1146399 44.1490036
[277] 124.1690727 419.4155343
$x
[1] 68.3073799 36.4306026 109.2918078 52.3689913 54.6459039 54.6459039
[7] 227.6912663 31.8767773 22.7691266 500.9207859 182.1530130 43.2613406
[13] 68.3073799 710.3967509 5.8177687 20.9439674 13.8172007 181.5143838
[19] 2.9088844 4.6542150 3.3452170 10.4719837 2.4725517 2.6179959
[25] 6.6904340 2.6179959 7.8539878 4.7996592 6.3995456 2.1816633
[31] 2.3271075 10.1810952 2.4725517 4.6542150 4.0724381 4.3633265
[37] 2.9088844 11.0537606 3.1997728 2.9088844 3.0543286 2.1816633
[43] 4.0724381 2.0362190 16.2897524 6.1086571 6.9813225 3.7815497
[49] 73.3038858 1.1635537 50.6248893 128.5093343 58.4133338 124.6151120
[55] 350.4800026 147.9804455 186.9226681 38.9422225 85.6728895 54.5191115
[61] 46.7306670 171.3457790 109.0382230 66.2017783 331.0088913 358.2684471
[67] 54.5191115 147.9804455 70.0960005 70.0960005 62.3075560 81.7786673
[73] 128.5093343 338.7973358 140.1920010 31.1537780 58.4133338 20.0227881
[79] 48.6267712 22.8831864 18.5925890 45.7663729 20.0227881 62.9287627
[85] 31.4643813 24.3133856 102.9743390 54.3475678 120.1367288 22.8831864
[91] 160.1823050 57.2079661 91.5327457 353.2591906 85.8119491 12.8717924
[97] 55.7777669 47.1965720 78.6609534 62.9287627 278.8888347 22.8831864
[103] 257.4358474 85.8119491 17.1623898 20.0227881 15.7321907 42.9059746
[109] 27.1737839 14.3019915 57.2079661 35.7549788 8.5811949 193.0768855
[115] 51.4871695 32.8945805 42.9059746 45.3126141 135.9378423 86.0939668
[121] 72.5001825 27.1875685 47.5782448 90.6252282 90.6252282 47.5782448
[127] 145.0003651 45.3126141 54.3751369 108.7502738 54.3751369 52.1095062
[133] 113.2815352 54.3751369 58.9063983 27.1875685 299.0632530 74.7658133
[139] 88.3595975 54.3751369 47.5782448 90.6252282 122.3440580 430.4698339
[145] 67.9689211 163.1254107 208.4380248 24.9219378 156.3285186 163.1254107
[151] 31.7188299 122.3440580 6.9276715 175.8562772 9.5921606 13.8553431
[157] 19.1843211 10.6579562 27.7106861 21.3159124 5.8618759 8.5263650
[163] 52.2239853 11.7237518 34.6383576 5.8618759 11.1908540 19.1843211
[169] 55.4213722 29.8422773 20.2501168 51.1581897 67.1451240 9.0592628
[175] 30.3751752 243.0014012 8.5263650 36.7699489 8.5263650 12.7895474
[181] 54.3555766 7.3005202 7.0919339 2.5030355 1.4601040 3.6154957
[187] 2.5030355 338.9527216 3.9631395 2.6420930 3.3373806 1.8077478
[193] 25.0303548 0.8343452 46.7233290 3.5459669 5.5623011 1.8077478
[199] 3.0592656 2.6420930 0.9734027 0.9734027 2.0858629 1.1819890
[205] 2.3639780 1.5296328 1.5296328 1.3210465 51.4796158 24.9598137
[211] 655.1951106 31.1997672 187.1986030 14.0398952 74.8794412 18.7198603
[217] 28.0797905 24.9598137 99.8392550 112.3191618 34.3197439 18.7198603
[223] 499.1962748 137.2789756 23.3998254 56.1595809 20.2798487 121.6790920
[229] 45.2396624 34.3197439 40.5596973 77.9994179 40.5596973 34.3197439
[235] 137.2789756 159.1188126 162.2387893 17.1598719 27.5931273 60.7048800
[241] 45.5286600 19.3151891 24.8338145 41.3896909 52.4269418 153.1418563
[247] 33.1117527 20.6948454 24.8338145 33.1117527 107.6131963 71.7421309
[253] 15.1762200 86.9183509 26.2134709 27.5931273 23.4541582 93.8166327
[259] 17.9355327 57.9455672 20.6948454 53.8065982 52.4269418 77.2607563
[265] 466.3238506 22.0745018 28.9727836 241.4398635 9.6575945 38.6303782
[271] 74.5014436 44.1490036 77.2607563 27.5931273 182.1146399 44.1490036
[277] 124.1690727 419.4155343
dca works for pop9d278s, n>n_max, U (domain blockage)
Code
result
Output
[1] 49.4349179 26.3652895 79.0958686 37.9001037 39.5479343 39.5479343
[7] 164.7830596 23.0696283 16.4783060 362.5227311 131.8264477 31.3087813
[13] 49.4349179 514.1231459 5.8066691 20.9040088 13.7908392 181.1680766
[19] 2.9033346 4.6453353 3.3388347 10.4520044 2.4678344 2.6130011
[25] 6.6776695 2.6130011 7.8390033 4.7905020 6.3873360 2.1775009
[31] 2.3226676 10.1616710 2.4678344 4.6453353 4.0646684 4.3550018
[37] 2.9033346 11.0326713 3.1936680 2.9033346 3.0485013 2.1775009
[43] 4.0646684 2.0323342 16.2586735 6.0970026 6.9680029 3.7743349
[49] 73.1640309 1.1613338 48.6109663 123.3970684 56.0895765 119.6577633
[55] 336.5374592 142.0935939 179.4866449 37.3930510 82.2647122 52.3502714
[61] 44.8716612 164.5294245 104.7005429 63.5681867 317.8409337 344.0160694
[67] 52.3502714 142.0935939 67.3074918 67.3074918 59.8288816 78.5254071
[73] 123.3970684 325.3195439 134.6149837 29.9144408 56.0895765 18.8861700
[79] 45.8664129 21.5841943 17.5371579 43.1683886 18.8861700 59.3565343
[85] 29.6782672 22.9332064 97.1288744 51.2624615 113.3170201 21.5841943
[91] 151.0893601 53.9604858 86.3367772 333.2059995 80.9407286 12.1411093
[97] 52.6114736 44.5174007 74.1956679 59.3565343 263.0573681 21.5841943
[103] 242.8221859 80.9407286 16.1881457 18.8861700 14.8391336 40.4703643
[109] 25.6312307 13.4901214 53.9604858 33.7253036 8.0940729 182.1166394
[115] 48.5644372 31.0272793 40.4703643 42.5500584 127.6501751 80.8451109
[121] 68.0800934 25.5300350 44.6775613 85.1001168 85.1001168 44.6775613
[127] 136.1601868 42.5500584 51.0600701 102.1201401 51.0600701 48.9325671
[133] 106.3751459 51.0600701 55.3150759 25.5300350 280.8303853 70.2075963
[139] 82.9726138 51.0600701 44.6775613 85.1001168 114.8851576 404.2255546
[145] 63.8250876 153.1802102 195.7302685 23.4025321 146.7977014 153.1802102
[151] 29.7850409 114.8851576 6.6266095 168.2139346 9.1753055 13.2532191
[157] 18.3506110 10.1947839 26.5064382 20.3895678 5.6071312 8.1558271
[163] 49.9544412 11.2142623 33.1330477 5.6071312 10.7045231 18.3506110
[169] 53.0128764 28.5453950 19.3700894 48.9349628 64.2271387 8.6655663
[175] 29.0551342 232.4410733 8.1558271 35.1720045 8.1558271 12.2337407
[181] 51.9933980 7.2984309 7.0899043 2.5023192 1.4596862 3.6144610
[187] 2.5023192 338.8557209 3.9620054 2.6413369 3.3364256 1.8072305
[193] 25.0231917 0.8341064 46.7099578 3.5449522 5.5607093 1.8072305
[199] 3.0583901 2.6413369 0.9731241 0.9731241 2.0852660 1.1816507
[205] 2.3633014 1.5291950 1.5291950 1.3206685 110.0000000 80.0000000
[211] 200.0000000 100.0000000 240.0000000 90.0000000 160.0000000 120.0000000
[217] 90.0000000 160.0000000 320.0000000 180.0000000 110.0000000 120.0000000
[223] 160.0000000 80.0000000 50.0000000 120.0000000 130.0000000 130.0000000
[229] 290.0000000 110.0000000 130.0000000 100.0000000 130.0000000 110.0000000
[235] 110.0000000 170.0000000 130.0000000 110.0000000 27.5855703 60.6882546
[241] 45.5161909 19.3098992 24.8270132 41.3783554 52.4125835 153.0999149
[247] 33.1026843 20.6891777 24.8270132 33.1026843 107.5837240 71.7224827
[253] 15.1720636 86.8945463 26.2062917 27.5855703 23.4477347 93.7909389
[259] 17.9306207 57.9296975 20.6891777 53.7918620 52.4125835 77.2395967
[265] 466.1961373 22.0684562 28.9648488 241.3737398 9.6549496 38.6197984
[271] 74.4810397 44.1369124 77.2395967 27.5855703 182.0647637 44.1369124
[277] 124.1350662 419.3006679
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -10994.450 5628.264 3382.523 2514.723 2705.717 1780.627
2 5628.264 -1253342.953 21711.466 16141.302 17367.236 11429.342
3 3382.523 21711.466 -51637.869 9700.740 10437.513 6868.905
4 2514.723 16141.302 9700.740 -39013.485 7759.727 5106.660
5 2705.717 17367.236 10437.513 7759.727 -34897.458 5494.512
6 1780.627 11429.342 6868.905 5106.660 5494.512 -55850.486
7 15026.838 96453.054 57967.196 43095.479 46368.587 30515.070
8 38994.667 250295.815 150424.957 111832.831 120326.550 79186.650
7 8
1 15026.84 38994.67
2 96453.05 250295.81
3 57967.20 150424.96
4 43095.48 111832.83
5 46368.59 120326.55
6 30515.07 79186.65
7 -8322127.80 668261.96
8 668261.96 -7230859.25
$eigen
eigen() decomposition
$values
[1] -2987.618 -16920.386 -44826.232 -55290.941 -61222.775
[6] -1242441.239 -6935719.361 -8639315.199
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.67031206 0.74122424 -0.0106787480 0.030467661 -0.012461828
[2,] 0.02971084 -0.01887714 0.0018148649 -0.006880117 0.003213992
[3,] 0.37231414 -0.30224531 0.0683559858 -0.543163544 0.684997507
[4,] 0.39497556 -0.36625492 0.7213000286 0.418503026 -0.117606820
[5,] 0.45641959 -0.43866307 -0.6874227602 0.338919266 -0.105569712
[6,] 0.21410730 -0.17862817 0.0488136239 -0.643378602 -0.711073480
[7,] 0.01189854 -0.00749017 0.0007066231 -0.002659532 0.001237269
[8,] 0.02954906 -0.01859994 0.0017544724 -0.006602994 0.003071756
[,6] [,7] [,8]
[1,] 0.005943488 0.005940895 0.0003644750
[2,] -0.998251366 0.046761414 0.0027461229
[3,] 0.023955619 0.023093620 0.0014146506
[4,] 0.017534858 0.017122854 0.0010494569
[5,] 0.018819767 0.018415375 0.0011287720
[6,] 0.012555064 0.012147707 0.0007442468
[7,] -0.017082779 -0.428803462 0.9031218016
[8,] -0.042117791 -0.901439109 -0.4293697786
$lambda
[1] -2987.618
$k
[1] 0.6262453
$v
[1] 0.67031206 0.02971084 0.37231414 0.39497556 0.45641959 0.21410730 0.01189854
[8] 0.02954906
$s
[1] 0.419779791 0.018606275 0.233159991 0.247351594 0.285830631 0.134083696
[7] 0.007451402 0.018504963
$x_Uc
[1] 49.4349179 26.3652895 79.0958686 37.9001037 39.5479343 39.5479343
[7] 164.7830596 23.0696283 16.4783060 362.5227311 131.8264477 31.3087813
[13] 49.4349179 514.1231459 5.8066691 20.9040088 13.7908392 181.1680766
[19] 2.9033346 4.6453353 3.3388347 10.4520044 2.4678344 2.6130011
[25] 6.6776695 2.6130011 7.8390033 4.7905020 6.3873360 2.1775009
[31] 2.3226676 10.1616710 2.4678344 4.6453353 4.0646684 4.3550018
[37] 2.9033346 11.0326713 3.1936680 2.9033346 3.0485013 2.1775009
[43] 4.0646684 2.0323342 16.2586735 6.0970026 6.9680029 3.7743349
[49] 73.1640309 1.1613338 48.6109663 123.3970684 56.0895765 119.6577633
[55] 336.5374592 142.0935939 179.4866449 37.3930510 82.2647122 52.3502714
[61] 44.8716612 164.5294245 104.7005429 63.5681867 317.8409337 344.0160694
[67] 52.3502714 142.0935939 67.3074918 67.3074918 59.8288816 78.5254071
[73] 123.3970684 325.3195439 134.6149837 29.9144408 56.0895765 18.8861700
[79] 45.8664129 21.5841943 17.5371579 43.1683886 18.8861700 59.3565343
[85] 29.6782672 22.9332064 97.1288744 51.2624615 113.3170201 21.5841943
[91] 151.0893601 53.9604858 86.3367772 333.2059995 80.9407286 12.1411093
[97] 52.6114736 44.5174007 74.1956679 59.3565343 263.0573681 21.5841943
[103] 242.8221859 80.9407286 16.1881457 18.8861700 14.8391336 40.4703643
[109] 25.6312307 13.4901214 53.9604858 33.7253036 8.0940729 182.1166394
[115] 48.5644372 31.0272793 40.4703643 42.5500584 127.6501751 80.8451109
[121] 68.0800934 25.5300350 44.6775613 85.1001168 85.1001168 44.6775613
[127] 136.1601868 42.5500584 51.0600701 102.1201401 51.0600701 48.9325671
[133] 106.3751459 51.0600701 55.3150759 25.5300350 280.8303853 70.2075963
[139] 82.9726138 51.0600701 44.6775613 85.1001168 114.8851576 404.2255546
[145] 63.8250876 153.1802102 195.7302685 23.4025321 146.7977014 153.1802102
[151] 29.7850409 114.8851576 6.6266095 168.2139346 9.1753055 13.2532191
[157] 18.3506110 10.1947839 26.5064382 20.3895678 5.6071312 8.1558271
[163] 49.9544412 11.2142623 33.1330477 5.6071312 10.7045231 18.3506110
[169] 53.0128764 28.5453950 19.3700894 48.9349628 64.2271387 8.6655663
[175] 29.0551342 232.4410733 8.1558271 35.1720045 8.1558271 12.2337407
[181] 51.9933980 7.2984309 7.0899043 2.5023192 1.4596862 3.6144610
[187] 2.5023192 338.8557209 3.9620054 2.6413369 3.3364256 1.8072305
[193] 25.0231917 0.8341064 46.7099578 3.5449522 5.5607093 1.8072305
[199] 3.0583901 2.6413369 0.9731241 0.9731241 2.0852660 1.1816507
[205] 2.3633014 1.5291950 1.5291950 1.3206685 27.5855703 60.6882546
[211] 45.5161909 19.3098992 24.8270132 41.3783554 52.4125835 153.0999149
[217] 33.1026843 20.6891777 24.8270132 33.1026843 107.5837240 71.7224827
[223] 15.1720636 86.8945463 26.2062917 27.5855703 23.4477347 93.7909389
[229] 17.9306207 57.9296975 20.6891777 53.7918620 52.4125835 77.2395967
[235] 466.1961373 22.0684562 28.9648488 241.3737398 9.6549496 38.6197984
[241] 74.4810397 44.1369124 77.2395967 27.5855703 182.0647637 44.1369124
[247] 124.1350662 419.3006679
$x
[1] 49.4349179 26.3652895 79.0958686 37.9001037 39.5479343 39.5479343
[7] 164.7830596 23.0696283 16.4783060 362.5227311 131.8264477 31.3087813
[13] 49.4349179 514.1231459 5.8066691 20.9040088 13.7908392 181.1680766
[19] 2.9033346 4.6453353 3.3388347 10.4520044 2.4678344 2.6130011
[25] 6.6776695 2.6130011 7.8390033 4.7905020 6.3873360 2.1775009
[31] 2.3226676 10.1616710 2.4678344 4.6453353 4.0646684 4.3550018
[37] 2.9033346 11.0326713 3.1936680 2.9033346 3.0485013 2.1775009
[43] 4.0646684 2.0323342 16.2586735 6.0970026 6.9680029 3.7743349
[49] 73.1640309 1.1613338 48.6109663 123.3970684 56.0895765 119.6577633
[55] 336.5374592 142.0935939 179.4866449 37.3930510 82.2647122 52.3502714
[61] 44.8716612 164.5294245 104.7005429 63.5681867 317.8409337 344.0160694
[67] 52.3502714 142.0935939 67.3074918 67.3074918 59.8288816 78.5254071
[73] 123.3970684 325.3195439 134.6149837 29.9144408 56.0895765 18.8861700
[79] 45.8664129 21.5841943 17.5371579 43.1683886 18.8861700 59.3565343
[85] 29.6782672 22.9332064 97.1288744 51.2624615 113.3170201 21.5841943
[91] 151.0893601 53.9604858 86.3367772 333.2059995 80.9407286 12.1411093
[97] 52.6114736 44.5174007 74.1956679 59.3565343 263.0573681 21.5841943
[103] 242.8221859 80.9407286 16.1881457 18.8861700 14.8391336 40.4703643
[109] 25.6312307 13.4901214 53.9604858 33.7253036 8.0940729 182.1166394
[115] 48.5644372 31.0272793 40.4703643 42.5500584 127.6501751 80.8451109
[121] 68.0800934 25.5300350 44.6775613 85.1001168 85.1001168 44.6775613
[127] 136.1601868 42.5500584 51.0600701 102.1201401 51.0600701 48.9325671
[133] 106.3751459 51.0600701 55.3150759 25.5300350 280.8303853 70.2075963
[139] 82.9726138 51.0600701 44.6775613 85.1001168 114.8851576 404.2255546
[145] 63.8250876 153.1802102 195.7302685 23.4025321 146.7977014 153.1802102
[151] 29.7850409 114.8851576 6.6266095 168.2139346 9.1753055 13.2532191
[157] 18.3506110 10.1947839 26.5064382 20.3895678 5.6071312 8.1558271
[163] 49.9544412 11.2142623 33.1330477 5.6071312 10.7045231 18.3506110
[169] 53.0128764 28.5453950 19.3700894 48.9349628 64.2271387 8.6655663
[175] 29.0551342 232.4410733 8.1558271 35.1720045 8.1558271 12.2337407
[181] 51.9933980 7.2984309 7.0899043 2.5023192 1.4596862 3.6144610
[187] 2.5023192 338.8557209 3.9620054 2.6413369 3.3364256 1.8072305
[193] 25.0231917 0.8341064 46.7099578 3.5449522 5.5607093 1.8072305
[199] 3.0583901 2.6413369 0.9731241 0.9731241 2.0852660 1.1816507
[205] 2.3633014 1.5291950 1.5291950 1.3206685 110.0000000 80.0000000
[211] 200.0000000 100.0000000 240.0000000 90.0000000 160.0000000 120.0000000
[217] 90.0000000 160.0000000 320.0000000 180.0000000 110.0000000 120.0000000
[223] 160.0000000 80.0000000 50.0000000 120.0000000 130.0000000 130.0000000
[229] 290.0000000 110.0000000 130.0000000 100.0000000 130.0000000 110.0000000
[235] 110.0000000 170.0000000 130.0000000 110.0000000 27.5855703 60.6882546
[241] 45.5161909 19.3098992 24.8270132 41.3783554 52.4125835 153.0999149
[247] 33.1026843 20.6891777 24.8270132 33.1026843 107.5837240 71.7224827
[253] 15.1720636 86.8945463 26.2062917 27.5855703 23.4477347 93.7909389
[259] 17.9306207 57.9296975 20.6891777 53.7918620 52.4125835 77.2395967
[265] 466.1961373 22.0684562 28.9648488 241.3737398 9.6549496 38.6197984
[271] 74.4810397 44.1369124 77.2395967 27.5855703 182.0647637 44.1369124
[277] 124.1350662 419.3006679
dca works for pop9d278s, n=sum(N)
Code
result
Output
[1] 528.9735129 282.1192069 846.3576206 405.5463599 423.1788103
[6] 423.1788103 1763.2450429 246.8543060 176.3245043 3879.1390944
[11] 1410.5960343 335.0165582 528.9735129 5501.3245339 5.8432483
[16] 21.0356938 13.8777146 182.3093459 2.9216241 4.6745986
[21] 3.3598678 10.5178469 2.4833805 2.6294617 6.7197355
[26] 2.6294617 7.8883852 4.8206798 6.4275731 2.1912181
[31] 2.3372993 10.2256845 2.4833805 4.6745986 4.0902738
[36] 4.3824362 2.9216241 11.1021717 3.2137865 2.9216241
[41] 3.0677053 2.1912181 4.0902738 2.0451369 16.3610951
[46] 6.1354107 7.0118979 3.7981114 73.6249281 1.1686497
[51] 55.9086778 141.9220284 64.5100129 137.6213608 387.0600774
[56] 163.4253660 206.4320413 43.0066753 94.6146856 60.2093454
[61] 51.6080103 189.2293712 120.4186907 73.1113479 365.5567397
[66] 395.6614124 60.2093454 163.4253660 77.4120155 77.4120155
[71] 68.8106804 90.3140181 141.9220284 374.1580748 154.8240310
[76] 34.4053402 64.5100129 23.2090857 56.3649223 26.5246693
[81] 21.5512938 53.0493386 23.2090857 72.9428406 36.4714203
[86] 28.1824611 119.3610119 62.9960896 139.2545139 26.5246693
[91] 185.6726852 66.3116733 106.0986773 409.4745826 99.4675099
[96] 14.9201265 64.6538815 54.7071305 91.1785508 72.9428406
[101] 323.2694073 26.5246693 298.4025298 99.4675099 19.8935020
[106] 23.2090857 18.2357102 49.7337550 31.4980448 16.5779183
[111] 66.3116733 41.4447958 9.9467510 223.8018973 59.6805060
[116] 38.1292121 49.7337550 53.1903485 159.5710456 101.0616622
[121] 85.1045577 31.9142091 55.8498660 106.3806971 106.3806971
[126] 55.8498660 170.2091153 53.1903485 63.8284183 127.6568365
[131] 63.8284183 61.1689008 132.9758714 63.8284183 69.1474531
[136] 31.9142091 351.0563004 87.7640751 103.7211797 63.8284183
[141] 55.8498660 106.3806971 143.6139411 505.3083112 79.7855228
[146] 191.4852548 244.6756033 29.2546917 183.5067025 191.4852548
[151] 37.2332440 143.6139411 7.7286602 196.1890659 10.7012218
[156] 15.4573203 21.4024436 11.8902464 30.9146407 23.7804928
[161] 6.5396355 9.5121971 58.2622074 13.0792711 38.6433009
[166] 6.5396355 12.4847587 21.4024436 61.8292814 33.2926900
[171] 22.5914682 57.0731828 74.9085524 10.1067095 33.8872023
[176] 271.0976183 9.5121971 41.0213501 9.5121971 14.2682957
[181] 60.6402567 7.3052906 7.0965680 2.5046711 1.4610581
[186] 3.6178582 2.5046711 339.1742048 3.9657292 2.6438194
[191] 3.3395614 1.8089291 25.0467105 0.8348904 46.7538596
[196] 3.5482840 5.5659357 1.8089291 3.0612646 2.6438194
[201] 0.9740387 0.9740387 2.0872259 1.1827613 2.3655227
[206] 1.5306323 1.5306323 1.3219097 188.2687305 91.2818088
[211] 2396.1474797 114.1022609 684.6135656 51.3460174 273.8454263
[216] 68.4613566 102.6920348 91.2818088 365.1272350 410.7681394
[221] 125.5124870 68.4613566 1825.6361750 502.0499481 85.5766957
[226] 205.3840697 74.1664696 444.9988177 165.4482784 125.5124870
[231] 148.3329392 285.2556523 148.3329392 125.5124870 502.0499481
[236] 581.9215308 593.3317569 62.7562435 27.6103816 60.7428394
[241] 45.5571296 19.3272671 24.8493434 41.4155723 52.4597250
[246] 153.2376177 33.1324579 20.7077862 24.8493434 33.1324579
[251] 107.6804881 71.7869921 15.1857099 86.9727019 26.2298625
[256] 27.6103816 23.4688243 93.8752973 17.9467480 57.9818013
[261] 20.7077862 53.8402440 52.4597250 77.3090684 466.6154484
[266] 22.0883053 28.9909006 241.5908387 9.6636335 38.6545342
[271] 74.5480302 44.1766105 77.3090684 27.6103816 182.2285183
[276] 44.1766105 124.2467170 419.6777998
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11555.6670 2025.971 1217.585 905.209 973.9598 640.9609
2 2025.9707 -1276465.062 7815.339 5810.283 6251.5744 4114.1480
3 1217.5855 7815.339 -59989.283 3491.914 3757.1256 2472.5564
4 905.2090 5810.283 3491.914 -43629.411 2793.2199 1838.2122
5 973.9598 6251.574 3757.126 2793.220 -40241.1720 1977.8247
6 640.9609 4114.148 2472.556 1838.212 1977.8247 -58164.8101
7 5409.1161 34719.597 20866.085 15512.808 16691.0075 10984.3170
8 405.7831 2604.608 1565.340 1163.746 1252.1322 824.0256
9 14036.6642 90097.404 54147.522 40255.758 43313.1886 28504.3185
7 8 9
1 5409.116 405.7831 14036.66
2 34719.597 2604.6076 90097.40
3 20866.085 1565.3397 54147.52
4 15512.808 1163.7455 40255.76
5 16691.008 1252.1322 43313.19
6 10984.317 824.0256 28504.32
7 -8486949.253 6954.0122 240550.04
8 6954.012 -12626.5533 18045.67
9 240550.037 18045.6717 -8340772.31
$eigen
eigen() decomposition
$values
[1] -11041.08 -12639.96 -36579.49 -45072.13 -57608.99 -62017.60
[7] -1275277.15 -8164723.96 -8665433.15
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.886555861 0.4566921841 0.070027869 0.009983825 -0.017266593
[2,] 0.003695483 -0.0017646966 -0.008864361 -0.001709760 0.004114981
[3,] 0.052927754 -0.0260183444 -0.237474179 -0.065191712 0.430459753
[4,] 0.059994760 -0.0299755188 -0.514434653 -0.824241700 -0.198961047
[5,] 0.070522210 -0.0353912510 -0.800819899 0.560272184 -0.169671348
[6,] 0.030865497 -0.0152233402 -0.153522248 -0.046763009 0.863409482
[7,] 0.001472077 -0.0007022098 -0.003470880 -0.000665588 0.001588104
[8,] 0.449068745 -0.8878996701 0.094934779 0.013348704 -0.022835637
[9,] 0.003655638 -0.0017437976 -0.008618196 -0.001652584 0.003942843
[,6] [,7] [,8] [,9]
[1,] -0.011950930 0.001749784 0.001771250 0.0004643001
[2,] 0.003133896 -0.999840482 0.013481834 0.0034964174
[3,] 0.866303634 0.007044409 0.006877285 0.0018020722
[4,] -0.108833761 0.005158474 0.005101264 0.0013368739
[5,] -0.098516257 0.005536841 0.005486692 0.0014379127
[6,] -0.477028463 0.003692394 0.003618006 0.0009480708
[7,] 0.001205767 -0.005186640 -0.596435748 0.8026321517
[8,] -0.015765690 0.002251815 0.002277493 0.0005969968
[9,] 0.002993534 -0.012784853 -0.802469813 -0.5964568979
$lambda
[1] -11041.08
$k
[1] 5.066587
$v
[1] 0.886555861 0.003695483 0.052927754 0.059994760 0.070522210 0.030865497
[7] 0.001472077 0.449068745 0.003655638
$s
[1] 4.491812673 0.018723485 0.268163088 0.303968689 0.357306933 0.156382734
[7] 0.007458406 2.275246005 0.018521607
$x_Uc
[1] 528.9735129 282.1192069 846.3576206 405.5463599 423.1788103
[6] 423.1788103 1763.2450429 246.8543060 176.3245043 3879.1390944
[11] 1410.5960343 335.0165582 528.9735129 5501.3245339 5.8432483
[16] 21.0356938 13.8777146 182.3093459 2.9216241 4.6745986
[21] 3.3598678 10.5178469 2.4833805 2.6294617 6.7197355
[26] 2.6294617 7.8883852 4.8206798 6.4275731 2.1912181
[31] 2.3372993 10.2256845 2.4833805 4.6745986 4.0902738
[36] 4.3824362 2.9216241 11.1021717 3.2137865 2.9216241
[41] 3.0677053 2.1912181 4.0902738 2.0451369 16.3610951
[46] 6.1354107 7.0118979 3.7981114 73.6249281 1.1686497
[51] 55.9086778 141.9220284 64.5100129 137.6213608 387.0600774
[56] 163.4253660 206.4320413 43.0066753 94.6146856 60.2093454
[61] 51.6080103 189.2293712 120.4186907 73.1113479 365.5567397
[66] 395.6614124 60.2093454 163.4253660 77.4120155 77.4120155
[71] 68.8106804 90.3140181 141.9220284 374.1580748 154.8240310
[76] 34.4053402 64.5100129 23.2090857 56.3649223 26.5246693
[81] 21.5512938 53.0493386 23.2090857 72.9428406 36.4714203
[86] 28.1824611 119.3610119 62.9960896 139.2545139 26.5246693
[91] 185.6726852 66.3116733 106.0986773 409.4745826 99.4675099
[96] 14.9201265 64.6538815 54.7071305 91.1785508 72.9428406
[101] 323.2694073 26.5246693 298.4025298 99.4675099 19.8935020
[106] 23.2090857 18.2357102 49.7337550 31.4980448 16.5779183
[111] 66.3116733 41.4447958 9.9467510 223.8018973 59.6805060
[116] 38.1292121 49.7337550 53.1903485 159.5710456 101.0616622
[121] 85.1045577 31.9142091 55.8498660 106.3806971 106.3806971
[126] 55.8498660 170.2091153 53.1903485 63.8284183 127.6568365
[131] 63.8284183 61.1689008 132.9758714 63.8284183 69.1474531
[136] 31.9142091 351.0563004 87.7640751 103.7211797 63.8284183
[141] 55.8498660 106.3806971 143.6139411 505.3083112 79.7855228
[146] 191.4852548 244.6756033 29.2546917 183.5067025 191.4852548
[151] 37.2332440 143.6139411 7.7286602 196.1890659 10.7012218
[156] 15.4573203 21.4024436 11.8902464 30.9146407 23.7804928
[161] 6.5396355 9.5121971 58.2622074 13.0792711 38.6433009
[166] 6.5396355 12.4847587 21.4024436 61.8292814 33.2926900
[171] 22.5914682 57.0731828 74.9085524 10.1067095 33.8872023
[176] 271.0976183 9.5121971 41.0213501 9.5121971 14.2682957
[181] 60.6402567 7.3052906 7.0965680 2.5046711 1.4610581
[186] 3.6178582 2.5046711 339.1742048 3.9657292 2.6438194
[191] 3.3395614 1.8089291 25.0467105 0.8348904 46.7538596
[196] 3.5482840 5.5659357 1.8089291 3.0612646 2.6438194
[201] 0.9740387 0.9740387 2.0872259 1.1827613 2.3655227
[206] 1.5306323 1.5306323 1.3219097 188.2687305 91.2818088
[211] 2396.1474797 114.1022609 684.6135656 51.3460174 273.8454263
[216] 68.4613566 102.6920348 91.2818088 365.1272350 410.7681394
[221] 125.5124870 68.4613566 1825.6361750 502.0499481 85.5766957
[226] 205.3840697 74.1664696 444.9988177 165.4482784 125.5124870
[231] 148.3329392 285.2556523 148.3329392 125.5124870 502.0499481
[236] 581.9215308 593.3317569 62.7562435 27.6103816 60.7428394
[241] 45.5571296 19.3272671 24.8493434 41.4155723 52.4597250
[246] 153.2376177 33.1324579 20.7077862 24.8493434 33.1324579
[251] 107.6804881 71.7869921 15.1857099 86.9727019 26.2298625
[256] 27.6103816 23.4688243 93.8752973 17.9467480 57.9818013
[261] 20.7077862 53.8402440 52.4597250 77.3090684 466.6154484
[266] 22.0883053 28.9909006 241.5908387 9.6636335 38.6545342
[271] 74.5480302 44.1766105 77.3090684 27.6103816 182.2285183
[276] 44.1766105 124.2467170 419.6777998
$x
[1] 528.9735129 282.1192069 846.3576206 405.5463599 423.1788103
[6] 423.1788103 1763.2450429 246.8543060 176.3245043 3879.1390944
[11] 1410.5960343 335.0165582 528.9735129 5501.3245339 5.8432483
[16] 21.0356938 13.8777146 182.3093459 2.9216241 4.6745986
[21] 3.3598678 10.5178469 2.4833805 2.6294617 6.7197355
[26] 2.6294617 7.8883852 4.8206798 6.4275731 2.1912181
[31] 2.3372993 10.2256845 2.4833805 4.6745986 4.0902738
[36] 4.3824362 2.9216241 11.1021717 3.2137865 2.9216241
[41] 3.0677053 2.1912181 4.0902738 2.0451369 16.3610951
[46] 6.1354107 7.0118979 3.7981114 73.6249281 1.1686497
[51] 55.9086778 141.9220284 64.5100129 137.6213608 387.0600774
[56] 163.4253660 206.4320413 43.0066753 94.6146856 60.2093454
[61] 51.6080103 189.2293712 120.4186907 73.1113479 365.5567397
[66] 395.6614124 60.2093454 163.4253660 77.4120155 77.4120155
[71] 68.8106804 90.3140181 141.9220284 374.1580748 154.8240310
[76] 34.4053402 64.5100129 23.2090857 56.3649223 26.5246693
[81] 21.5512938 53.0493386 23.2090857 72.9428406 36.4714203
[86] 28.1824611 119.3610119 62.9960896 139.2545139 26.5246693
[91] 185.6726852 66.3116733 106.0986773 409.4745826 99.4675099
[96] 14.9201265 64.6538815 54.7071305 91.1785508 72.9428406
[101] 323.2694073 26.5246693 298.4025298 99.4675099 19.8935020
[106] 23.2090857 18.2357102 49.7337550 31.4980448 16.5779183
[111] 66.3116733 41.4447958 9.9467510 223.8018973 59.6805060
[116] 38.1292121 49.7337550 53.1903485 159.5710456 101.0616622
[121] 85.1045577 31.9142091 55.8498660 106.3806971 106.3806971
[126] 55.8498660 170.2091153 53.1903485 63.8284183 127.6568365
[131] 63.8284183 61.1689008 132.9758714 63.8284183 69.1474531
[136] 31.9142091 351.0563004 87.7640751 103.7211797 63.8284183
[141] 55.8498660 106.3806971 143.6139411 505.3083112 79.7855228
[146] 191.4852548 244.6756033 29.2546917 183.5067025 191.4852548
[151] 37.2332440 143.6139411 7.7286602 196.1890659 10.7012218
[156] 15.4573203 21.4024436 11.8902464 30.9146407 23.7804928
[161] 6.5396355 9.5121971 58.2622074 13.0792711 38.6433009
[166] 6.5396355 12.4847587 21.4024436 61.8292814 33.2926900
[171] 22.5914682 57.0731828 74.9085524 10.1067095 33.8872023
[176] 271.0976183 9.5121971 41.0213501 9.5121971 14.2682957
[181] 60.6402567 7.3052906 7.0965680 2.5046711 1.4610581
[186] 3.6178582 2.5046711 339.1742048 3.9657292 2.6438194
[191] 3.3395614 1.8089291 25.0467105 0.8348904 46.7538596
[196] 3.5482840 5.5659357 1.8089291 3.0612646 2.6438194
[201] 0.9740387 0.9740387 2.0872259 1.1827613 2.3655227
[206] 1.5306323 1.5306323 1.3219097 188.2687305 91.2818088
[211] 2396.1474797 114.1022609 684.6135656 51.3460174 273.8454263
[216] 68.4613566 102.6920348 91.2818088 365.1272350 410.7681394
[221] 125.5124870 68.4613566 1825.6361750 502.0499481 85.5766957
[226] 205.3840697 74.1664696 444.9988177 165.4482784 125.5124870
[231] 148.3329392 285.2556523 148.3329392 125.5124870 502.0499481
[236] 581.9215308 593.3317569 62.7562435 27.6103816 60.7428394
[241] 45.5571296 19.3272671 24.8493434 41.4155723 52.4597250
[246] 153.2376177 33.1324579 20.7077862 24.8493434 33.1324579
[251] 107.6804881 71.7869921 15.1857099 86.9727019 26.2298625
[256] 27.6103816 23.4688243 93.8752973 17.9467480 57.9818013
[261] 20.7077862 53.8402440 52.4597250 77.3090684 466.6154484
[266] 22.0883053 28.9909006 241.5908387 9.6636335 38.6545342
[271] 74.5480302 44.1766105 77.3090684 27.6103816 182.2285183
[276] 44.1766105 124.2467170 419.6777998
dca works for pop9d278s, n=sum(N), U
Code
result
Output
[1] 1.500000e+02 1.600000e+02 2.400000e+02 2.300000e+02 1.200000e+02
[6] 1.200000e+02 2.000000e+02 7.000000e+01 1.000000e+02 2.000000e+02
[11] 2.000000e+02 1.900000e+02 1.500000e+02 2.359184e+04 5.821143e+00
[16] 2.095612e+01 1.382522e+01 1.816197e+02 2.910572e+00 4.656915e+00
[21] 3.347157e+00 1.047806e+01 2.473986e+00 2.619514e+00 6.694315e+00
[26] 2.619514e+00 7.858543e+00 4.802443e+00 6.403258e+00 2.182929e+00
[31] 2.328457e+00 1.018700e+01 2.473986e+00 4.656915e+00 4.074800e+00
[36] 4.365857e+00 2.910572e+00 1.106017e+01 3.201629e+00 2.910572e+00
[41] 3.056100e+00 2.182929e+00 4.074800e+00 2.037400e+00 1.629920e+01
[46] 6.112200e+00 6.985372e+00 3.783743e+00 7.334640e+01 1.164229e+00
[51] 5.126904e+01 1.301445e+02 5.915659e+01 1.262007e+02 3.549395e+02
[56] 1.498634e+02 1.893011e+02 3.943772e+01 8.676299e+01 5.521281e+01
[61] 4.732527e+01 1.735260e+02 1.104256e+02 6.704413e+01 3.352207e+02
[66] 3.628271e+02 5.521281e+01 1.498634e+02 7.098790e+01 7.098790e+01
[71] 6.310036e+01 8.281922e+01 1.301445e+02 3.431082e+02 1.419758e+02
[76] 3.155018e+01 5.915659e+01 2.039502e+01 4.953077e+01 2.330860e+01
[81] 1.893824e+01 4.661720e+01 2.039502e+01 6.409865e+01 3.204932e+01
[86] 2.476539e+01 1.048887e+02 5.535792e+01 1.223701e+02 2.330860e+01
[91] 1.631602e+02 5.827150e+01 9.323440e+01 3.598265e+02 8.740725e+01
[96] 1.311109e+01 5.681471e+01 4.807399e+01 8.012331e+01 6.409865e+01
[101] 2.840736e+02 2.330860e+01 2.622217e+02 8.740725e+01 1.748145e+01
[106] 2.039502e+01 1.602466e+01 4.370362e+01 2.767896e+01 1.456787e+01
[111] 5.827150e+01 3.641969e+01 8.740725e+00 1.966663e+02 5.244435e+01
[116] 3.350611e+01 4.370362e+01 4.622272e+01 1.386682e+02 8.782316e+01
[121] 7.395635e+01 2.773363e+01 4.853385e+01 9.244543e+01 9.244543e+01
[126] 4.853385e+01 1.479127e+02 4.622272e+01 5.546726e+01 1.109345e+02
[131] 5.546726e+01 5.315612e+01 1.155568e+02 5.546726e+01 6.008953e+01
[136] 2.773363e+01 3.050699e+02 7.626748e+01 9.013430e+01 5.546726e+01
[141] 4.853385e+01 9.244543e+01 1.248013e+02 4.391158e+02 6.933408e+01
[146] 1.664018e+02 2.126245e+02 2.542249e+01 1.594684e+02 1.664018e+02
[151] 3.235590e+01 1.248013e+02 7.024455e+00 1.783131e+02 9.726169e+00
[156] 1.404891e+01 1.945234e+01 1.080685e+01 2.809782e+01 2.161371e+01
[161] 5.943770e+00 8.645483e+00 5.295358e+01 1.188754e+01 3.512228e+01
[166] 5.943770e+00 1.134720e+01 1.945234e+01 5.619564e+01 3.025919e+01
[171] 2.053302e+01 5.187290e+01 6.808318e+01 9.185826e+00 3.079953e+01
[176] 2.463963e+02 8.645483e+00 3.728365e+01 8.645483e+00 1.296822e+01
[181] 5.511496e+01 7.301154e+00 7.092550e+00 2.503253e+00 1.460231e+00
[186] 3.615810e+00 2.503253e+00 3.389821e+02 3.963484e+00 2.642322e+00
[191] 3.337670e+00 1.807905e+00 2.503253e+01 8.344176e-01 4.672739e+01
[196] 3.546275e+00 5.562784e+00 1.807905e+00 3.059531e+00 2.642322e+00
[201] 9.734872e-01 9.734872e-01 2.086044e+00 1.182092e+00 2.364183e+00
[206] 1.529766e+00 1.529766e+00 1.321161e+00 5.698378e+01 2.762850e+01
[211] 7.252481e+02 3.453562e+01 2.072137e+02 1.554103e+01 8.288550e+01
[216] 2.072137e+01 3.108206e+01 2.762850e+01 1.105140e+02 1.243282e+02
[221] 3.798919e+01 2.072137e+01 5.525700e+02 1.519567e+02 2.590172e+01
[226] 6.216412e+01 2.244816e+01 1.346889e+02 5.007665e+01 3.798919e+01
[231] 4.489631e+01 8.633906e+01 4.489631e+01 3.798919e+01 1.519567e+02
[236] 1.761317e+02 1.795852e+02 1.899459e+01 2.759542e+01 6.070992e+01
[241] 4.553244e+01 1.931679e+01 2.483588e+01 4.139313e+01 5.243130e+01
[246] 1.531546e+02 3.311450e+01 2.069656e+01 2.483588e+01 3.311450e+01
[251] 1.076221e+02 7.174809e+01 1.517748e+01 8.692557e+01 2.621565e+01
[256] 2.759542e+01 2.345611e+01 9.382443e+01 1.793702e+01 5.795038e+01
[261] 2.069656e+01 5.381107e+01 5.243130e+01 7.726718e+01 4.663626e+02
[266] 2.207634e+01 2.897519e+01 2.414599e+02 9.658397e+00 3.863359e+01
[271] 7.450763e+01 4.415267e+01 7.726718e+01 2.759542e+01 1.821298e+02
[276] 4.415267e+01 1.241794e+02 4.194504e+02
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -6214.2261 699.1716 420.1942 312.3917 336.1179 221.1985
2 699.1716 -1275804.4658 8212.3502 6105.4388 6569.1478 4323.1424
3 420.1942 8212.3502 -59750.6843 3669.2998 3947.9836 2598.1597
4 312.3917 6105.4388 3669.2998 -43497.5348 2935.1126 1931.5914
5 336.1179 6569.1478 3947.9836 2935.1126 -40088.5026 2078.2961
6 221.1985 4323.1424 2598.1597 1931.5914 2078.2961 -58098.6900
7 1866.7103 36483.3160 21926.0607 16300.8419 17538.8932 11542.3088
8 140.0376 2736.9189 1644.8573 1222.8626 1315.7392 865.8852
9 4844.1159 94674.2577 56898.1591 42300.7083 45513.4531 29952.3080
7 8 9
1 1866.710 140.0376 4844.116
2 36483.316 2736.9189 94674.258
3 21926.061 1644.8573 56898.159
4 16300.842 1222.8626 42300.708
5 17538.893 1315.7392 45513.453
6 11542.309 865.8852 29952.308
7 -8482240.319 7307.2687 252769.727
8 7307.269 -12600.0526 18962.373
9 252769.727 18962.3729 -8309062.194
$eigen
eigen() decomposition
$values
[1] -6186.419 -12242.789 -35963.458 -45052.130 -57496.022
[6] -61955.415 -1274483.118 -8130979.485 -8662997.833
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.9990265873 0.038337907 0.020651045 0.0028283949 0.005299214
[2,] 0.0009673899 -0.003515660 -0.009567231 -0.0017236418 -0.004308120
[3,] 0.0127536911 -0.051457660 -0.250930119 -0.0656551275 -0.443623812
[4,] 0.0138533875 -0.059038183 -0.522151083 -0.8167857265 0.210406528
[5,] 0.0161036753 -0.069625519 -0.791599338 0.5710854726 0.179059651
[6,] 0.0073715388 -0.030082495 -0.161431589 -0.0470780371 -0.852187545
[7,] 0.0003865992 -0.001399325 -0.003747664 -0.0006710011 -0.001662773
[8,] 0.0357159606 -0.993286336 0.105280660 0.0134657335 0.023970539
[9,] 0.0009600728 -0.003474951 -0.009305479 -0.0016660247 -0.004128229
[,6] [,7] [,8] [,9]
[1,] -0.003573225 0.0006044981 0.0006161792 0.0001500130
[2,] 0.003169194 -0.9998235929 0.0143014906 0.0034421184
[3,] 0.856153696 0.0074432959 0.0072899674 0.0017740028
[4,] -0.110500289 0.0054505170 0.0054073217 0.0013160497
[5,] -0.099962079 0.0058502956 0.0058158656 0.0014155145
[6,] -0.494479314 0.0039014638 0.0038351002 0.0009333033
[7,] 0.001219401 -0.0054761413 -0.5822400746 0.8129856412
[8,] -0.015964384 0.0023792595 0.0024140933 0.0005876969
[9,] 0.003027383 -0.0134985360 -0.8128067669 -0.5822665861
$lambda
[1] -6186.419
$k
[1] 19.28142
$v
[1] 0.9990265873 0.0009673899 0.0127536911 0.0138533875 0.0161036753
[6] 0.0073715388 0.0003865992 0.0357159606 0.0009600728
$s
[1] 19.262653892 0.018652654 0.245909308 0.267113020 0.310501770
[6] 0.142133754 0.007454182 0.688654532 0.018511570
$x_Uc
[1] 2.359184e+04 5.821143e+00 2.095612e+01 1.382522e+01 1.816197e+02
[6] 2.910572e+00 4.656915e+00 3.347157e+00 1.047806e+01 2.473986e+00
[11] 2.619514e+00 6.694315e+00 2.619514e+00 7.858543e+00 4.802443e+00
[16] 6.403258e+00 2.182929e+00 2.328457e+00 1.018700e+01 2.473986e+00
[21] 4.656915e+00 4.074800e+00 4.365857e+00 2.910572e+00 1.106017e+01
[26] 3.201629e+00 2.910572e+00 3.056100e+00 2.182929e+00 4.074800e+00
[31] 2.037400e+00 1.629920e+01 6.112200e+00 6.985372e+00 3.783743e+00
[36] 7.334640e+01 1.164229e+00 5.126904e+01 1.301445e+02 5.915659e+01
[41] 1.262007e+02 3.549395e+02 1.498634e+02 1.893011e+02 3.943772e+01
[46] 8.676299e+01 5.521281e+01 4.732527e+01 1.735260e+02 1.104256e+02
[51] 6.704413e+01 3.352207e+02 3.628271e+02 5.521281e+01 1.498634e+02
[56] 7.098790e+01 7.098790e+01 6.310036e+01 8.281922e+01 1.301445e+02
[61] 3.431082e+02 1.419758e+02 3.155018e+01 5.915659e+01 2.039502e+01
[66] 4.953077e+01 2.330860e+01 1.893824e+01 4.661720e+01 2.039502e+01
[71] 6.409865e+01 3.204932e+01 2.476539e+01 1.048887e+02 5.535792e+01
[76] 1.223701e+02 2.330860e+01 1.631602e+02 5.827150e+01 9.323440e+01
[81] 3.598265e+02 8.740725e+01 1.311109e+01 5.681471e+01 4.807399e+01
[86] 8.012331e+01 6.409865e+01 2.840736e+02 2.330860e+01 2.622217e+02
[91] 8.740725e+01 1.748145e+01 2.039502e+01 1.602466e+01 4.370362e+01
[96] 2.767896e+01 1.456787e+01 5.827150e+01 3.641969e+01 8.740725e+00
[101] 1.966663e+02 5.244435e+01 3.350611e+01 4.370362e+01 4.622272e+01
[106] 1.386682e+02 8.782316e+01 7.395635e+01 2.773363e+01 4.853385e+01
[111] 9.244543e+01 9.244543e+01 4.853385e+01 1.479127e+02 4.622272e+01
[116] 5.546726e+01 1.109345e+02 5.546726e+01 5.315612e+01 1.155568e+02
[121] 5.546726e+01 6.008953e+01 2.773363e+01 3.050699e+02 7.626748e+01
[126] 9.013430e+01 5.546726e+01 4.853385e+01 9.244543e+01 1.248013e+02
[131] 4.391158e+02 6.933408e+01 1.664018e+02 2.126245e+02 2.542249e+01
[136] 1.594684e+02 1.664018e+02 3.235590e+01 1.248013e+02 7.024455e+00
[141] 1.783131e+02 9.726169e+00 1.404891e+01 1.945234e+01 1.080685e+01
[146] 2.809782e+01 2.161371e+01 5.943770e+00 8.645483e+00 5.295358e+01
[151] 1.188754e+01 3.512228e+01 5.943770e+00 1.134720e+01 1.945234e+01
[156] 5.619564e+01 3.025919e+01 2.053302e+01 5.187290e+01 6.808318e+01
[161] 9.185826e+00 3.079953e+01 2.463963e+02 8.645483e+00 3.728365e+01
[166] 8.645483e+00 1.296822e+01 5.511496e+01 7.301154e+00 7.092550e+00
[171] 2.503253e+00 1.460231e+00 3.615810e+00 2.503253e+00 3.389821e+02
[176] 3.963484e+00 2.642322e+00 3.337670e+00 1.807905e+00 2.503253e+01
[181] 8.344176e-01 4.672739e+01 3.546275e+00 5.562784e+00 1.807905e+00
[186] 3.059531e+00 2.642322e+00 9.734872e-01 9.734872e-01 2.086044e+00
[191] 1.182092e+00 2.364183e+00 1.529766e+00 1.529766e+00 1.321161e+00
[196] 5.698378e+01 2.762850e+01 7.252481e+02 3.453562e+01 2.072137e+02
[201] 1.554103e+01 8.288550e+01 2.072137e+01 3.108206e+01 2.762850e+01
[206] 1.105140e+02 1.243282e+02 3.798919e+01 2.072137e+01 5.525700e+02
[211] 1.519567e+02 2.590172e+01 6.216412e+01 2.244816e+01 1.346889e+02
[216] 5.007665e+01 3.798919e+01 4.489631e+01 8.633906e+01 4.489631e+01
[221] 3.798919e+01 1.519567e+02 1.761317e+02 1.795852e+02 1.899459e+01
[226] 2.759542e+01 6.070992e+01 4.553244e+01 1.931679e+01 2.483588e+01
[231] 4.139313e+01 5.243130e+01 1.531546e+02 3.311450e+01 2.069656e+01
[236] 2.483588e+01 3.311450e+01 1.076221e+02 7.174809e+01 1.517748e+01
[241] 8.692557e+01 2.621565e+01 2.759542e+01 2.345611e+01 9.382443e+01
[246] 1.793702e+01 5.795038e+01 2.069656e+01 5.381107e+01 5.243130e+01
[251] 7.726718e+01 4.663626e+02 2.207634e+01 2.897519e+01 2.414599e+02
[256] 9.658397e+00 3.863359e+01 7.450763e+01 4.415267e+01 7.726718e+01
[261] 2.759542e+01 1.821298e+02 4.415267e+01 1.241794e+02 4.194504e+02
$x
[1] 1.500000e+02 1.600000e+02 2.400000e+02 2.300000e+02 1.200000e+02
[6] 1.200000e+02 2.000000e+02 7.000000e+01 1.000000e+02 2.000000e+02
[11] 2.000000e+02 1.900000e+02 1.500000e+02 2.359184e+04 5.821143e+00
[16] 2.095612e+01 1.382522e+01 1.816197e+02 2.910572e+00 4.656915e+00
[21] 3.347157e+00 1.047806e+01 2.473986e+00 2.619514e+00 6.694315e+00
[26] 2.619514e+00 7.858543e+00 4.802443e+00 6.403258e+00 2.182929e+00
[31] 2.328457e+00 1.018700e+01 2.473986e+00 4.656915e+00 4.074800e+00
[36] 4.365857e+00 2.910572e+00 1.106017e+01 3.201629e+00 2.910572e+00
[41] 3.056100e+00 2.182929e+00 4.074800e+00 2.037400e+00 1.629920e+01
[46] 6.112200e+00 6.985372e+00 3.783743e+00 7.334640e+01 1.164229e+00
[51] 5.126904e+01 1.301445e+02 5.915659e+01 1.262007e+02 3.549395e+02
[56] 1.498634e+02 1.893011e+02 3.943772e+01 8.676299e+01 5.521281e+01
[61] 4.732527e+01 1.735260e+02 1.104256e+02 6.704413e+01 3.352207e+02
[66] 3.628271e+02 5.521281e+01 1.498634e+02 7.098790e+01 7.098790e+01
[71] 6.310036e+01 8.281922e+01 1.301445e+02 3.431082e+02 1.419758e+02
[76] 3.155018e+01 5.915659e+01 2.039502e+01 4.953077e+01 2.330860e+01
[81] 1.893824e+01 4.661720e+01 2.039502e+01 6.409865e+01 3.204932e+01
[86] 2.476539e+01 1.048887e+02 5.535792e+01 1.223701e+02 2.330860e+01
[91] 1.631602e+02 5.827150e+01 9.323440e+01 3.598265e+02 8.740725e+01
[96] 1.311109e+01 5.681471e+01 4.807399e+01 8.012331e+01 6.409865e+01
[101] 2.840736e+02 2.330860e+01 2.622217e+02 8.740725e+01 1.748145e+01
[106] 2.039502e+01 1.602466e+01 4.370362e+01 2.767896e+01 1.456787e+01
[111] 5.827150e+01 3.641969e+01 8.740725e+00 1.966663e+02 5.244435e+01
[116] 3.350611e+01 4.370362e+01 4.622272e+01 1.386682e+02 8.782316e+01
[121] 7.395635e+01 2.773363e+01 4.853385e+01 9.244543e+01 9.244543e+01
[126] 4.853385e+01 1.479127e+02 4.622272e+01 5.546726e+01 1.109345e+02
[131] 5.546726e+01 5.315612e+01 1.155568e+02 5.546726e+01 6.008953e+01
[136] 2.773363e+01 3.050699e+02 7.626748e+01 9.013430e+01 5.546726e+01
[141] 4.853385e+01 9.244543e+01 1.248013e+02 4.391158e+02 6.933408e+01
[146] 1.664018e+02 2.126245e+02 2.542249e+01 1.594684e+02 1.664018e+02
[151] 3.235590e+01 1.248013e+02 7.024455e+00 1.783131e+02 9.726169e+00
[156] 1.404891e+01 1.945234e+01 1.080685e+01 2.809782e+01 2.161371e+01
[161] 5.943770e+00 8.645483e+00 5.295358e+01 1.188754e+01 3.512228e+01
[166] 5.943770e+00 1.134720e+01 1.945234e+01 5.619564e+01 3.025919e+01
[171] 2.053302e+01 5.187290e+01 6.808318e+01 9.185826e+00 3.079953e+01
[176] 2.463963e+02 8.645483e+00 3.728365e+01 8.645483e+00 1.296822e+01
[181] 5.511496e+01 7.301154e+00 7.092550e+00 2.503253e+00 1.460231e+00
[186] 3.615810e+00 2.503253e+00 3.389821e+02 3.963484e+00 2.642322e+00
[191] 3.337670e+00 1.807905e+00 2.503253e+01 8.344176e-01 4.672739e+01
[196] 3.546275e+00 5.562784e+00 1.807905e+00 3.059531e+00 2.642322e+00
[201] 9.734872e-01 9.734872e-01 2.086044e+00 1.182092e+00 2.364183e+00
[206] 1.529766e+00 1.529766e+00 1.321161e+00 5.698378e+01 2.762850e+01
[211] 7.252481e+02 3.453562e+01 2.072137e+02 1.554103e+01 8.288550e+01
[216] 2.072137e+01 3.108206e+01 2.762850e+01 1.105140e+02 1.243282e+02
[221] 3.798919e+01 2.072137e+01 5.525700e+02 1.519567e+02 2.590172e+01
[226] 6.216412e+01 2.244816e+01 1.346889e+02 5.007665e+01 3.798919e+01
[231] 4.489631e+01 8.633906e+01 4.489631e+01 3.798919e+01 1.519567e+02
[236] 1.761317e+02 1.795852e+02 1.899459e+01 2.759542e+01 6.070992e+01
[241] 4.553244e+01 1.931679e+01 2.483588e+01 4.139313e+01 5.243130e+01
[246] 1.531546e+02 3.311450e+01 2.069656e+01 2.483588e+01 3.311450e+01
[251] 1.076221e+02 7.174809e+01 1.517748e+01 8.692557e+01 2.621565e+01
[256] 2.759542e+01 2.345611e+01 9.382443e+01 1.793702e+01 5.795038e+01
[261] 2.069656e+01 5.381107e+01 5.243130e+01 7.726718e+01 4.663626e+02
[266] 2.207634e+01 2.897519e+01 2.414599e+02 9.658397e+00 3.863359e+01
[271] 7.450763e+01 4.415267e+01 7.726718e+01 2.759542e+01 1.821298e+02
[276] 4.415267e+01 1.241794e+02 4.194504e+02
dca works for pop9d278s, n=sum(N), U (domain blockage)
Code
result
Output
[1] 443.9401666 236.7680888 710.3042665 340.3541277 355.1521333
[6] 355.1521333 1479.8005553 207.1720777 147.9800555 3255.5612216
[11] 1183.8404442 281.1621055 443.9401666 4616.9777325 5.8425215
[16] 21.0330775 13.8759886 182.2866714 2.9212608 4.6740172
[21] 3.3594499 10.5165387 2.4830716 2.6291347 6.7188997
[26] 2.6291347 7.8874041 4.8200803 6.4267737 2.1909456
[31] 2.3370086 10.2244127 2.4830716 4.6740172 4.0897651
[36] 4.3818911 2.9212608 11.1007909 3.2133868 2.9212608
[41] 3.0673238 2.1909456 4.0897651 2.0448825 16.3590603
[46] 6.1346476 7.0110258 3.7976390 73.6157712 1.1685043
[51] 55.7434355 141.5025671 64.3193487 137.2146106 385.9160922
[56] 162.9423500 205.8219158 42.8795658 94.3350448 60.0313921
[61] 51.4554790 188.6700895 120.0627842 72.8952619 364.4763093
[66] 394.4920053 60.0313921 162.9423500 77.1832184 77.1832184
[71] 68.6073053 90.0470882 141.5025671 373.0522224 154.3664369
[76] 34.3036526 64.3193487 23.1046599 56.1113169 26.4053256
[81] 21.4543271 52.8106512 23.1046599 72.6146455 36.3073227
[86] 28.0556585 118.8239653 62.7126484 138.6279595 26.4053256
[91] 184.8372794 66.0133141 105.6213025 407.6322143 99.0199711
[96] 14.8529957 64.3629812 54.4609841 90.7683068 72.6146455
[101] 321.8149060 26.4053256 297.0599132 99.0199711 19.8039942
[106] 23.1046599 18.1536614 49.5099855 31.3563242 16.5033285
[111] 66.0133141 41.2583213 9.9019971 222.7949349 59.4119826
[116] 37.9576556 49.5099855 52.9289988 158.7869964 100.5650977
[121] 84.6863981 31.7573993 55.5754487 105.8579976 105.8579976
[126] 55.5754487 169.3727962 52.9289988 63.5147986 127.0295971
[131] 63.5147986 60.8683486 132.3224970 63.5147986 68.8076984
[136] 31.7573993 349.3313921 87.3328480 103.2115477 63.5147986
[141] 55.5754487 105.8579976 142.9082968 502.8254887 79.3934982
[146] 190.5443957 243.4733945 29.1109493 182.6050459 190.5443957
[151] 37.0502992 142.9082968 7.7033634 195.5469163 10.6661954
[156] 15.4067267 21.3323909 11.8513283 30.8134535 23.7026565
[161] 6.5182305 9.4810626 58.0715085 13.0364611 38.5168168
[166] 6.5182305 12.4438947 21.3323909 61.6269070 33.1837191
[171] 22.5175237 56.8863756 74.6633680 10.0736290 33.7762855
[176] 270.2102843 9.4810626 40.8870825 9.4810626 14.2215939
[181] 60.4417741 7.3051550 7.0964363 2.5046246 1.4610310
[186] 3.6177910 2.5046246 339.1679102 3.9656556 2.6437704
[191] 3.3394994 1.8088955 25.0462457 0.8348749 46.7529919
[196] 3.5482181 5.5658324 1.8088955 3.0612078 2.6437704
[201] 0.9740207 0.9740207 2.0871871 1.1827394 2.3654788
[206] 1.5306039 1.5306039 1.3218852 175.0575039 84.8763655
[211] 2228.0045946 106.0954569 636.5727413 47.7429556 254.6290965
[216] 63.6572741 95.4859112 84.8763655 339.5054620 381.9436448
[221] 116.7050026 63.6572741 1697.5273102 466.8200103 79.5715927
[226] 190.9718224 68.9620470 413.7722819 153.8384125 116.7050026
[231] 137.9240940 265.2386422 137.9240940 116.7050026 466.8200103
[236] 541.0868301 551.6963758 58.3525013 100.0000000 110.0000000
[241] 110.0000000 140.0000000 180.0000000 150.0000000 190.0000000
[246] 370.0000000 80.0000000 150.0000000 90.0000000 240.0000000
[251] 130.0000000 130.0000000 110.0000000 210.0000000 190.0000000
[256] 100.0000000 170.0000000 170.0000000 130.0000000 210.0000000
[261] 150.0000000 130.0000000 190.0000000 140.0000000 260.0000000
[266] 160.0000000 210.0000000 350.0000000 70.0000000 140.0000000
[271] 180.0000000 160.0000000 140.0000000 100.0000000 120.0000000
[276] 160.0000000 300.0000000 160.0000000
Code
result_details
Output
$D.matrix
1 2 3 4 5 6
1 -11500.2541 2381.651 1431.345 1064.128 1144.948 753.4882
2 2381.6507 -1274182.052 9187.402 6830.338 7349.103 4836.4290
3 1431.3452 9187.402 -59164.689 4104.956 4416.728 2906.6392
4 1064.1278 6830.338 4104.956 -43173.648 3283.598 2160.9293
5 1144.9485 7349.103 4416.728 3283.598 -39713.549 2325.0521
6 753.4882 4836.429 2906.639 2160.929 2325.052 -57936.3004
7 6358.7422 40814.980 24529.342 18236.241 19621.286 12912.7270
8 477.0225 3061.873 1840.151 1368.053 1471.957 968.6917
7 8
1 6358.742 477.0225
2 40814.980 3061.8732
3 24529.342 1840.1512
4 18236.241 1368.0531
5 19621.286 1471.9569
6 12912.727 968.6917
7 -8470675.259 8174.8607
8 8174.861 -12534.9673
$eigen
eigen() decomposition
$values
[1] -10882.06 -12607.65 -35747.82 -45044.19 -57441.48 -61925.96
[7] -1274136.74 -8471094.83
$vectors
[,1] [,2] [,3] [,4] [,5]
[1,] 0.864819359 -0.4950726054 0.079957368 0.0101037153 -0.018524940
[2,] 0.004294830 0.0018325451 -0.009774101 -0.0017287970 0.004398103
[3,] 0.061337597 0.0270026116 -0.254489438 -0.0658252850 0.449499862
[4,] 0.069419847 0.0310988799 -0.522552728 -0.8137258293 -0.215855438
[5,] 0.081567197 0.0367141376 -0.785595179 0.5753278040 -0.183510201
[6,] 0.035758412 0.0157981426 -0.163450915 -0.0471931384 0.846589949
[7,] 0.001711005 0.0007292239 -0.003829261 -0.0006730116 0.001697567
[8,] 0.485337837 0.8669518065 0.108602070 0.0135094565 -0.024502430
[,6] [,7] [,8]
[1,] 0.012166006 -0.001892227 0.0007487788
[2,] -0.003184227 0.999909067 0.0056612147
[3,] -0.851054702 -0.007618168 0.0029066196
[4,] 0.111235456 -0.005578547 0.0021561797
[5,] 0.100597080 -0.005987712 0.0023191218
[6,] 0.502787763 -0.003993120 0.0015291521
[7,] -0.001225210 0.005602927 -0.9999728241
[8,] 0.016050187 -0.002435129 0.0009627826
$lambda
[1] -10882.06
$k
[1] 4.358999
$v
[1] 0.864819359 0.004294830 0.061337597 0.069419847 0.081567197 0.035758412
[7] 0.001711005 0.485337837
$s
[1] 3.769746533 0.018721157 0.267370512 0.302601028 0.355551313 0.155870875
[7] 0.007458267 2.115587040
$x_Uc
[1] 443.9401666 236.7680888 710.3042665 340.3541277 355.1521333
[6] 355.1521333 1479.8005553 207.1720777 147.9800555 3255.5612216
[11] 1183.8404442 281.1621055 443.9401666 4616.9777325 5.8425215
[16] 21.0330775 13.8759886 182.2866714 2.9212608 4.6740172
[21] 3.3594499 10.5165387 2.4830716 2.6291347 6.7188997
[26] 2.6291347 7.8874041 4.8200803 6.4267737 2.1909456
[31] 2.3370086 10.2244127 2.4830716 4.6740172 4.0897651
[36] 4.3818911 2.9212608 11.1007909 3.2133868 2.9212608
[41] 3.0673238 2.1909456 4.0897651 2.0448825 16.3590603
[46] 6.1346476 7.0110258 3.7976390 73.6157712 1.1685043
[51] 55.7434355 141.5025671 64.3193487 137.2146106 385.9160922
[56] 162.9423500 205.8219158 42.8795658 94.3350448 60.0313921
[61] 51.4554790 188.6700895 120.0627842 72.8952619 364.4763093
[66] 394.4920053 60.0313921 162.9423500 77.1832184 77.1832184
[71] 68.6073053 90.0470882 141.5025671 373.0522224 154.3664369
[76] 34.3036526 64.3193487 23.1046599 56.1113169 26.4053256
[81] 21.4543271 52.8106512 23.1046599 72.6146455 36.3073227
[86] 28.0556585 118.8239653 62.7126484 138.6279595 26.4053256
[91] 184.8372794 66.0133141 105.6213025 407.6322143 99.0199711
[96] 14.8529957 64.3629812 54.4609841 90.7683068 72.6146455
[101] 321.8149060 26.4053256 297.0599132 99.0199711 19.8039942
[106] 23.1046599 18.1536614 49.5099855 31.3563242 16.5033285
[111] 66.0133141 41.2583213 9.9019971 222.7949349 59.4119826
[116] 37.9576556 49.5099855 52.9289988 158.7869964 100.5650977
[121] 84.6863981 31.7573993 55.5754487 105.8579976 105.8579976
[126] 55.5754487 169.3727962 52.9289988 63.5147986 127.0295971
[131] 63.5147986 60.8683486 132.3224970 63.5147986 68.8076984
[136] 31.7573993 349.3313921 87.3328480 103.2115477 63.5147986
[141] 55.5754487 105.8579976 142.9082968 502.8254887 79.3934982
[146] 190.5443957 243.4733945 29.1109493 182.6050459 190.5443957
[151] 37.0502992 142.9082968 7.7033634 195.5469163 10.6661954
[156] 15.4067267 21.3323909 11.8513283 30.8134535 23.7026565
[161] 6.5182305 9.4810626 58.0715085 13.0364611 38.5168168
[166] 6.5182305 12.4438947 21.3323909 61.6269070 33.1837191
[171] 22.5175237 56.8863756 74.6633680 10.0736290 33.7762855
[176] 270.2102843 9.4810626 40.8870825 9.4810626 14.2215939
[181] 60.4417741 7.3051550 7.0964363 2.5046246 1.4610310
[186] 3.6177910 2.5046246 339.1679102 3.9656556 2.6437704
[191] 3.3394994 1.8088955 25.0462457 0.8348749 46.7529919
[196] 3.5482181 5.5658324 1.8088955 3.0612078 2.6437704
[201] 0.9740207 0.9740207 2.0871871 1.1827394 2.3654788
[206] 1.5306039 1.5306039 1.3218852 175.0575039 84.8763655
[211] 2228.0045946 106.0954569 636.5727413 47.7429556 254.6290965
[216] 63.6572741 95.4859112 84.8763655 339.5054620 381.9436448
[221] 116.7050026 63.6572741 1697.5273102 466.8200103 79.5715927
[226] 190.9718224 68.9620470 413.7722819 153.8384125 116.7050026
[231] 137.9240940 265.2386422 137.9240940 116.7050026 466.8200103
[236] 541.0868301 551.6963758 58.3525013
$x
[1] 443.9401666 236.7680888 710.3042665 340.3541277 355.1521333
[6] 355.1521333 1479.8005553 207.1720777 147.9800555 3255.5612216
[11] 1183.8404442 281.1621055 443.9401666 4616.9777325 5.8425215
[16] 21.0330775 13.8759886 182.2866714 2.9212608 4.6740172
[21] 3.3594499 10.5165387 2.4830716 2.6291347 6.7188997
[26] 2.6291347 7.8874041 4.8200803 6.4267737 2.1909456
[31] 2.3370086 10.2244127 2.4830716 4.6740172 4.0897651
[36] 4.3818911 2.9212608 11.1007909 3.2133868 2.9212608
[41] 3.0673238 2.1909456 4.0897651 2.0448825 16.3590603
[46] 6.1346476 7.0110258 3.7976390 73.6157712 1.1685043
[51] 55.7434355 141.5025671 64.3193487 137.2146106 385.9160922
[56] 162.9423500 205.8219158 42.8795658 94.3350448 60.0313921
[61] 51.4554790 188.6700895 120.0627842 72.8952619 364.4763093
[66] 394.4920053 60.0313921 162.9423500 77.1832184 77.1832184
[71] 68.6073053 90.0470882 141.5025671 373.0522224 154.3664369
[76] 34.3036526 64.3193487 23.1046599 56.1113169 26.4053256
[81] 21.4543271 52.8106512 23.1046599 72.6146455 36.3073227
[86] 28.0556585 118.8239653 62.7126484 138.6279595 26.4053256
[91] 184.8372794 66.0133141 105.6213025 407.6322143 99.0199711
[96] 14.8529957 64.3629812 54.4609841 90.7683068 72.6146455
[101] 321.8149060 26.4053256 297.0599132 99.0199711 19.8039942
[106] 23.1046599 18.1536614 49.5099855 31.3563242 16.5033285
[111] 66.0133141 41.2583213 9.9019971 222.7949349 59.4119826
[116] 37.9576556 49.5099855 52.9289988 158.7869964 100.5650977
[121] 84.6863981 31.7573993 55.5754487 105.8579976 105.8579976
[126] 55.5754487 169.3727962 52.9289988 63.5147986 127.0295971
[131] 63.5147986 60.8683486 132.3224970 63.5147986 68.8076984
[136] 31.7573993 349.3313921 87.3328480 103.2115477 63.5147986
[141] 55.5754487 105.8579976 142.9082968 502.8254887 79.3934982
[146] 190.5443957 243.4733945 29.1109493 182.6050459 190.5443957
[151] 37.0502992 142.9082968 7.7033634 195.5469163 10.6661954
[156] 15.4067267 21.3323909 11.8513283 30.8134535 23.7026565
[161] 6.5182305 9.4810626 58.0715085 13.0364611 38.5168168
[166] 6.5182305 12.4438947 21.3323909 61.6269070 33.1837191
[171] 22.5175237 56.8863756 74.6633680 10.0736290 33.7762855
[176] 270.2102843 9.4810626 40.8870825 9.4810626 14.2215939
[181] 60.4417741 7.3051550 7.0964363 2.5046246 1.4610310
[186] 3.6177910 2.5046246 339.1679102 3.9656556 2.6437704
[191] 3.3394994 1.8088955 25.0462457 0.8348749 46.7529919
[196] 3.5482181 5.5658324 1.8088955 3.0612078 2.6437704
[201] 0.9740207 0.9740207 2.0871871 1.1827394 2.3654788
[206] 1.5306039 1.5306039 1.3218852 175.0575039 84.8763655
[211] 2228.0045946 106.0954569 636.5727413 47.7429556 254.6290965
[216] 63.6572741 95.4859112 84.8763655 339.5054620 381.9436448
[221] 116.7050026 63.6572741 1697.5273102 466.8200103 79.5715927
[226] 190.9718224 68.9620470 413.7722819 153.8384125 116.7050026
[231] 137.9240940 265.2386422 137.9240940 116.7050026 466.8200103
[236] 541.0868301 551.6963758 58.3525013 100.0000000 110.0000000
[241] 110.0000000 140.0000000 180.0000000 150.0000000 190.0000000
[246] 370.0000000 80.0000000 150.0000000 90.0000000 240.0000000
[251] 130.0000000 130.0000000 110.0000000 210.0000000 190.0000000
[256] 100.0000000 170.0000000 170.0000000 130.0000000 210.0000000
[261] 150.0000000 130.0000000 190.0000000 140.0000000 260.0000000
[266] 160.0000000 210.0000000 350.0000000 70.0000000 140.0000000
[271] 180.0000000 160.0000000 140.0000000 100.0000000 120.0000000
[276] 160.0000000 300.0000000 160.0000000
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