initialize_example: Initialize Scenario
In lmmen: Linear Mixed Model Elastic Net
Description
Usage
Arguments
Value
See Also
Examples
Description
Create a scenario to run the evaluation functions.
Usage
1
2
initialize_example(n.i = 5, n = 30, q = 4, total.beta = 9,
true.beta = c(1, 1, 1), seed = NULL)
Arguments
n.i
integer, Observations per subject, Default: 5
n
integer, Number of subjects, Default: 30
q
integer, Number of random effects, Default: 4
total.beta
integer, Number of simulated fixed effects, Default: 9
true.beta
numeric, True of fixed effects indicies, Default: c(1,1,1)
seed
integer, set a seed for reproducibility, Default: NULL
Value
(n.i*n) x (1+total.beta+q) matrix containing where the subjects index are the matrix rownames
Description Parameter Dimension
Response y (n.i*n) x 1
Fixed X (n.i*n) x total.beta
Random Z (n.i*n) x q
See Also
Examples
1
2
3
initialize_example(n.i = 5,n = 30,q=4,seed=1)
initialize_example(n.i = 10,n = 60,q=4,seed=1)
initialize_example(n.i = 5,n = 60,q=10,seed=1)
Example output
Loading required package: lmmlasso
Loading required package: emulator
Loading required package: mvtnorm
Loading required package: miscTools
Loading required package: penalized
Loading required package: survival
Welcome to penalized. For extended examples, see vignette("penalized").
----------------------------------------------------------------------
This is a test release of the package 'lmmlasso'. If you have any questions or problems, do not hesitate to contact the author.
----------------------------------------------------------------------
y X1 X2 X3 X4 X5
1 2.827798004 -0.93796535 1.59355874 -1.17610170 -0.009203032 1.738820924
1 -0.182449968 -0.51150440 1.77870107 -1.29377299 0.870474033 -1.151429915
1 2.472846842 0.29141345 0.64319117 0.74809139 1.967624379 0.606695064
1 2.461860056 1.63283116 0.51645618 -0.46358513 -0.479859282 -1.497779616
1 -3.266975899 -1.19327228 -1.75285492 1.07936568 1.109780885 -0.931117325
2 2.590889603 -0.64370825 1.56879334 -0.26136206 -1.189230979 -1.041482340
2 2.604825306 1.35776140 1.45735788 0.85005871 0.844484890 -1.764262491
2 1.352708507 -0.61326604 -0.44004183 -0.40002252 -1.513232316 0.569153034
2 0.712406533 -0.66490028 1.10928280 -0.69859139 -1.018045944 1.505076851
2 5.925661180 -0.09459502 1.84247199 1.02834859 -1.426782482 1.115658710
3 -0.677234258 0.73115231 -0.18971667 0.45857989 -1.276534555 -0.860838076
3 -3.030191039 0.40616487 -1.29949293 0.22863816 0.118522411 1.580376412
3 -4.502213759 -1.04452529 0.98679308 -0.68489072 -1.698897017 -0.215058707
3 -4.333406505 -0.96733629 -1.58004944 -0.18747422 -0.888976269 1.119939559
3 -0.567107862 0.91723849 1.45817980 0.00176389 -1.149201923 1.522476139
4 -3.428772829 1.84563975 -0.76683068 -0.95010356 0.043838793 -0.611077289
4 -4.857912370 -1.59943661 0.59831784 -1.33818427 -0.969514957 -1.474230718
4 -0.604163619 1.05289076 1.81342180 -0.71132777 -1.814156452 -0.502052542
4 1.271850850 1.79186542 1.81493060 0.04050083 -0.328574967 0.525680914
4 0.523182889 1.27453875 -0.64008319 1.69587389 1.416006009 -0.439684265
5 10.458502398 -1.88885151 -1.44548701 -1.09447682 0.725770059 0.694848931
5 4.231981135 0.10924311 -0.71403152 -1.47433386 -1.603323587 -1.620568578
5 9.015007159 1.52127628 -1.38067355 1.92625384 -1.524389767 -0.029615517
5 -0.415602058 -0.50774651 -1.47108731 -0.69194509 -1.798241362 -0.153792637
5 0.904366167 -1.80816347 -1.11477629 0.02775799 1.717015679 -0.499133877
6 3.409196442 -0.05540358 -0.86846418 -1.56359615 1.346929079 -0.252275558
6 4.703160576 -1.74479013 1.39152860 -0.66688806 -1.715383904 0.248707151
6 4.831957861 1.13818492 -1.67104308 1.34966628 0.811114973 1.713932905
6 4.003174658 -0.32671346 1.54583500 -0.89260063 0.795298149 -1.078134343
6 4.980128298 1.92407234 -0.11227708 0.34814057 -0.144150476 -1.112744982
7 8.964551801 -0.26112944 -0.37694567 1.74284987 1.206750822 -1.833886284
7 3.896154690 0.05893061 -1.65875598 -1.71015747 0.958566983 -0.824032804
7 2.690712509 0.65204387 1.73028771 -0.48496224 -1.791403946 0.003401949
7 1.966481792 -1.42733365 1.35353627 0.15145969 -0.071321707 0.438995740
7 4.611468440 -0.62205043 1.51773318 -1.57979945 1.682071363 -0.943003802
8 0.262416374 -1.90903510 -0.16169835 0.21670824 1.878112664 1.496598643
8 -2.539979291 1.75654682 -0.26387661 0.75310095 -0.391211749 -0.131539538
8 -0.475848615 -0.82820511 0.06803931 0.63223021 1.398208415 -1.967486179
8 0.226751164 -1.34269370 1.38498301 0.65337090 1.026579630 0.911068019
8 -1.457669812 -0.40358978 -1.77934285 -0.11106319 0.130404877 0.866357915
9 3.263442837 0.61893150 0.78478800 -1.36641617 0.101222015 -0.607102396
9 -3.156539130 -1.46868875 -1.03368311 -0.32664403 0.670990510 1.795752710
9 -1.442257841 -0.63276040 0.57642891 -0.99196081 -0.366888961 0.586716760
9 -0.928576686 0.92548632 -0.87699915 -1.62243893 1.370359614 -1.858888933
9 4.541136364 1.62916566 1.83054608 1.31087108 0.949221872 0.385793823
10 2.122132222 1.43000615 -0.73648635 1.61818659 -1.101477965 0.703415042
10 -0.801904041 -0.51646585 -1.60876585 -0.79322692 -1.876973716 1.372480594
10 0.384353783 -0.74319268 -1.74039785 1.73123482 1.448136165 -0.552423260
10 2.946308143 1.31413744 0.75782947 -1.19206793 0.740430021 -0.430536459
10 4.768502828 -0.19263395 0.67220242 1.16951502 1.768299638 0.270749590
11 3.337957233 1.71897282 -1.70701252 0.89796230 -0.274176081 -1.980934219
11 4.424442783 1.60375708 -0.30576633 -0.11948553 -1.890008484 0.414382766
11 1.348945544 1.00352875 0.12329746 -1.51887098 -1.413752628 1.622309042
11 4.637210954 0.70627509 1.77081905 1.13239068 -0.309619368 0.826646128
11 4.599792221 0.59205378 0.84889824 -0.24737041 1.068548697 -0.949851363
12 4.740121671 -0.09014716 -0.28609848 1.62899677 -1.338339510 -1.289352992
12 8.195478804 1.28111997 -1.88642827 0.84986013 0.481711702 -1.768271728
12 6.904848049 -1.93355116 1.01333080 0.92373154 -0.830674420 1.777640934
12 0.075043824 1.98444440 -1.16546410 -0.11004832 -0.175433065 -0.629026103
12 11.131068906 0.53957934 1.99782162 1.45004275 -1.817443164 0.071802283
13 -0.068758310 1.69746546 -0.26002336 1.78622700 -1.855215992 -1.915952628
13 -7.024925599 -1.46194587 -1.84300416 0.97242603 -0.957184538 -0.941517489
13 -6.936700158 -1.04505199 0.57732406 -1.79685632 0.881663144 0.767206478
13 -2.851232512 -0.04014951 0.86226880 1.92145912 -1.008423275 -1.861322436
13 -6.183104385 -0.10375961 -0.59333311 -1.12871019 -1.060336834 -1.748855482
14 1.701352949 0.08984509 -0.23136631 -0.69895594 1.289596605 0.440064064
14 -2.325556095 1.15692596 -1.36959167 1.88352627 0.896978771 1.704452696
14 3.643460936 0.77901339 0.87544046 1.93928107 -0.844319449 -1.039506969
14 -6.616876947 -1.73369581 0.81576733 -1.84326113 0.007794418 -0.912472664
14 3.450736005 -1.92816901 1.54090522 1.57428515 -0.286611995 0.940014586
15 -5.554525987 -1.44907886 -0.08908704 -1.46506197 1.107335992 0.123235172
15 -2.564259019 -1.36086071 0.17693609 -0.24583973 0.543799395 0.739443616
15 -0.176934050 1.95533437 -0.68736808 0.48317576 -0.871454814 -0.466866425
15 -0.033692981 -0.40541722 1.99972237 -1.18835035 -1.234962176 1.819951993
15 -4.297520618 -1.24835274 0.11112734 -1.46332091 -0.937853120 -1.526573678
16 -6.196313556 -1.81583781 -1.34703553 -1.53372563 1.719168673 -1.116916451
16 -3.201878803 0.13944692 1.00876306 1.70077024 -0.697136025 -1.991923070
16 -0.436425295 -0.22935687 -0.38805119 1.51537696 -1.356821476 0.476770413
16 -2.948653626 1.62546188 0.22781077 -1.34716949 1.798831671 -0.389976311
16 -2.928400529 1.52416953 -1.67932287 0.12625561 -0.150571805 1.600130443
17 -0.784897226 -1.55154545 1.60858624 1.45440262 -1.291999615 -1.359742783
17 -4.984656093 1.19097480 -0.88623995 -1.56056819 -0.937079200 -0.845559491
17 -0.362065758 -0.03599533 -0.21722860 -0.39097240 0.638200054 1.208516033
17 -3.326150347 1.33167270 -0.91193706 -0.37569963 1.264222019 -1.343017273
17 -3.114299993 1.03369262 -0.68032670 -0.25408298 -0.315262621 1.159170941
18 1.634252714 1.11535617 1.82168636 -0.53389368 1.390501631 -1.488700869
18 4.885726513 1.74262451 1.26875663 0.96557210 0.824626620 0.944686141
18 0.092905953 -1.17118344 0.96110457 1.73402500 1.435231038 -1.731019407
18 -0.601405571 0.57337263 -1.10917609 0.69283980 -0.217422036 -0.876799721
18 1.588945272 -0.67448170 -1.81710113 0.80542843 0.706539968 -0.353529265
19 -6.411990405 -1.56101790 -0.42616453 -1.03630382 0.707050822 -1.970021580
19 3.062362068 1.01706889 0.03151759 -0.45918626 -1.339789922 0.385326614
19 -2.515731890 -0.78160490 1.75966746 1.05193342 1.211469717 -0.533017277
19 -5.923994673 0.89523863 -1.76849932 1.45858799 0.847973726 0.967868621
19 -6.779464096 -1.07067988 -0.78093718 0.71644486 1.714812356 1.048349562
20 -7.755768575 -0.50580721 0.42356325 -1.50603322 -1.341061440 -1.696500134
20 -9.419137194 1.52284279 0.11365119 -1.30248382 -1.709561822 -1.309164312
20 -3.768890181 -1.63872891 1.64082673 1.52534102 -1.046344072 -1.417318569
20 2.523257858 -0.01637036 1.94291562 -1.50148691 0.866666421 -0.432395263
20 -3.188971955 1.01729094 -0.88102975 -0.80412438 0.580083967 -1.073019602
21 -2.689769211 -1.04157316 1.24918518 -1.64218736 0.162569124 1.766407917
21 0.897837754 0.59105950 -0.02236755 -0.38554365 1.652924888 0.722542629
21 -4.040207781 1.90268304 -1.79876391 -1.74456053 -0.452476963 1.610569415
21 -3.686164656 -0.48800477 -1.47751304 0.24802369 1.841068656 -0.984811737
21 0.470081276 -0.14342349 -1.35424674 -0.65390357 -0.461253635 -0.375611482
22 0.913391575 -0.69647274 -0.21926939 -1.95048332 -0.220389486 -1.643261858
22 7.991478546 1.32572088 1.53570950 -1.84868221 1.020612368 -1.347945346
22 3.655612073 1.29015642 -0.34001069 -1.63649034 0.845880958 1.397414753
22 1.888479137 -1.40240032 0.75956865 -0.40470413 -1.332974599 0.512521365
22 1.965470817 -0.31488124 0.86768351 1.60085830 1.476569557 -1.166160196
23 -7.928694923 -0.53180037 -0.34787640 -1.34671818 1.397626380 -1.105306320
23 -12.450828948 -1.98678181 1.68693287 -1.61922252 -0.601409677 1.079265862
23 -2.777986635 -1.80808056 -0.09038827 1.44605917 1.902954381 1.498854337
23 -1.622423458 1.52819380 -0.10002231 -1.04048332 1.477622121 -1.824827568
23 -2.316897687 1.29406816 0.63134427 0.22161653 1.016496204 -1.200957172
24 4.267225567 -0.28247235 1.53052803 0.55242058 1.500871951 1.904510498
24 6.147528846 0.78377985 1.06635740 0.21797246 -1.969325618 -0.666389816
24 -0.447770804 -0.65975713 -0.71188949 1.06531979 1.739667942 1.148859284
24 -2.383053436 0.80498573 -1.83153197 -1.61255482 -0.372137368 -1.642556336
24 3.416015175 1.36213966 1.57083969 0.99206595 1.155053559 -1.825200392
25 5.829465325 1.91022743 1.47238206 0.25039382 -1.101741540 0.695191253
25 0.321689944 0.50844106 -0.41235570 0.31731615 -1.899105079 0.766179083
25 -1.181870821 -1.92320228 1.74496713 1.29876141 1.026020499 0.980915839
25 -1.479829397 1.31665658 -0.70090842 -1.20622209 0.552627779 -1.503752518
25 2.131343245 1.99550990 1.88979025 0.47595854 -1.768524348 -1.395312853
26 -5.635697038 0.29516559 -1.85337688 -1.30619181 0.351599762 1.840464623
26 2.427497581 0.38795354 0.50233126 -0.02716411 0.290149517 -0.476490979
26 1.083763664 0.28006855 -0.26608425 0.94875563 0.619670963 -1.319646880
26 -1.742054080 -1.12771485 -0.57229545 0.04400409 1.460502223 -1.073580486
26 0.640789157 1.28050698 1.09467056 -0.09965234 -0.412614496 1.799680837
27 0.226303644 0.15193270 0.28257605 -0.96612187 -0.351426782 1.078015221
27 4.528770359 1.27303305 0.24270900 1.70271015 0.057667328 1.490219637
27 -0.242387463 -0.71301237 -0.26331624 -0.31675335 0.169138874 1.959462338
27 3.708722223 0.32930775 1.84779514 1.26520298 1.896097217 1.860590576
27 -1.190571950 -1.71627048 0.84508674 1.01866019 -1.705448180 0.545685275
28 0.673490283 1.16785301 1.02115168 1.53480282 -0.781537555 0.267634435
28 -4.196562334 -0.44649408 -0.75689666 -1.70302486 0.339563210 -0.336940073
28 1.337722290 1.64488813 -1.92053857 -0.18532178 1.481815080 1.330642659
28 5.837967322 -1.51261180 0.72913225 1.55214508 -0.213905763 -1.385169648
28 4.731654370 1.95134063 -0.24505573 0.80063697 -0.650507841 0.634596173
29 -0.008116431 0.71421534 0.76509365 0.20595008 -0.155762425 -0.741315055
29 -1.477515425 -1.27220113 1.09217809 1.72273789 1.130885428 0.848132640
29 -5.781081036 0.11921782 -0.95282547 -1.17038262 -1.997578936 -0.993153803
29 -3.319177764 1.20671532 0.71504061 -1.08016384 1.002493520 -0.762610007
29 -0.315524778 -0.74725122 1.96857318 -0.06405364 1.322929750 0.783819389
30 -0.020721055 -0.27712868 -0.89327129 -0.51189206 -1.504591152 -1.579119600
30 0.400393487 -1.67901452 -1.45497817 -1.52654113 1.109366690 0.862183176
30 3.568104440 -0.89153329 0.65390438 1.12214459 -0.554603709 -1.374533778
30 4.208829780 1.17628408 1.91652009 -1.73768715 0.463720043 -0.953697115
30 -0.400257367 -1.63561014 -1.15275466 1.13510037 1.668170917 1.095165471
X6 X7 X8 X9 Z1 Z2
1 -0.455543630 -0.07167954 0.673866953 1.28378518 1.157424927 -0.089521511
1 -1.946438667 0.39826330 1.176959443 0.58824078 -1.906675191 1.444837907
1 -0.470448172 -0.02583477 -1.568225496 1.13173105 -0.091079740 -0.247611571
1 1.478763383 -1.25512959 0.894843784 0.21214525 0.929254955 -1.020810892
1 -0.638604013 1.30949327 -0.354902281 0.11887832 0.770926226 -1.717283811
2 1.189235304 0.61889571 -1.147167459 1.90468278 -1.947689698 1.967354480
2 -0.178902186 -0.58721091 -1.482510608 0.92717005 0.862264264 -0.017625689
2 -0.359663672 -0.91895942 -0.087527863 -0.57309235 -1.587263057 -0.062601903
2 1.243480971 1.97073624 1.696297879 -0.27410524 -0.214862606 -1.306230661
2 0.419733161 0.53397306 0.395043869 -1.40715376 0.560404181 1.019283778
3 -0.347503162 0.52165649 1.581781704 -0.82507938 -1.243225510 0.846975471
3 -1.744766078 1.36245822 0.577263052 -1.23495956 1.032412210 -0.444379601
3 -0.658050033 1.42452666 0.964314595 1.54580377 0.897995571 -1.596507495
3 0.894903786 -0.43456288 0.421213786 0.01335794 1.774899273 1.709208354
3 -0.649538666 -0.47802446 1.612326446 1.50823017 0.190586348 -0.867069999
4 0.758511395 -0.77422696 -1.156296997 1.04789545 -1.564774734 0.095944311
4 0.757653650 0.31341578 -0.284998517 1.73163932 -1.009092668 -0.731421313
4 0.219602493 1.64148122 -1.469240099 -0.11728601 -0.005941877 -0.888135882
4 -0.281502369 -1.42958367 -0.159614217 0.41435227 -0.508533168 1.150162031
4 -0.189119749 -0.33980950 1.771828237 -0.06004128 1.738765481 0.809850050
5 1.964396878 -1.43542270 -0.019993421 0.65847300 1.814193584 1.945246357
5 -1.294597145 -1.22676055 -1.667544409 -0.75004137 1.249220369 -0.825577804
5 1.253740834 1.36540687 -0.584463038 -0.37724155 1.128728463 -0.402595572
5 -1.726213451 0.87965595 1.876835221 1.98430949 -0.928487484 1.248526095
5 -0.398201013 -0.93115167 0.498856759 1.42032943 1.048606118 -1.691393323
6 -0.319136427 -0.28114653 -1.036753615 -1.41070840 -0.606791792 0.635510436
6 -0.665916777 0.25705537 1.187344336 -1.42549223 0.639284103 -1.259720142
6 1.459230201 0.62464926 1.326686860 1.70091974 -0.752910502 1.817512548
6 -1.291221857 1.91421625 -1.545969174 0.02814241 -0.593706363 1.591393968
6 -0.026725085 -1.07135541 1.853248065 -1.38059593 -1.408617172 1.774788218
7 -0.307605562 1.85726815 0.631312277 -1.35156367 1.753654982 -0.156419282
7 -0.533745535 -0.22995957 0.312647667 -0.09840832 0.863333135 1.820586953
7 1.770021290 -0.51891048 1.948407056 -1.99226866 -1.347658087 0.850160490
7 -1.505105739 -1.31902568 0.415169606 -0.23416343 -0.095247926 -0.411408267
7 -1.719869283 -1.78323828 -1.740200325 -0.95628105 0.761026892 -1.529117552
8 -1.250294516 1.31680426 1.712710193 0.42576398 -1.827126964 -0.408625490
8 0.584269107 0.83590079 1.217563085 -1.88249134 -0.518760857 1.822703075
8 0.167917119 -0.60579860 1.034787228 -0.65421857 -0.652486765 0.613397772
8 -0.658716961 -1.48668850 1.828999556 -0.88936765 -1.305389786 -0.685025133
8 0.551634893 -0.44768604 1.975655515 -1.53120980 0.487093118 -1.211413146
9 -0.338727994 0.21390281 0.594203790 1.25700700 1.899169854 1.739040466
9 -1.692411847 -1.02817356 -0.080656823 1.71510890 -0.597497719 -0.615351601
9 0.112195517 1.11217012 -0.019743578 -1.41007582 -0.424203772 0.132242423
9 1.849333234 0.60776377 -0.480509634 0.99928666 1.803804036 0.155177197
9 0.834960205 1.32098282 -0.198058251 1.90262940 -1.573406721 0.858871799
10 -1.619391466 -0.51281705 0.351711730 1.07257820 -0.320106721 1.080901423
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10 0.352265572 -1.76674243 -1.202231268 1.31230007 -1.506284359 -1.424850877
10 1.006016673 0.49374284 -0.523665505 0.10838478 -0.807353882 0.062104602
10 1.468955149 -0.57343437 0.685633311 0.00701930 -0.893294041 0.388961942
11 1.404304878 0.91921315 -0.809222173 -0.60503676 -0.473471407 -0.013259120
11 -0.665577940 0.19268166 -0.866091161 0.16934404 -0.109767538 1.608950991
11 0.313137070 1.00488794 1.319508510 0.43784345 1.342071800 0.205055867
11 -0.268907479 -1.79691534 -1.654418499 -0.91451161 -1.514114015 -1.485741294
11 -1.793618708 0.85986485 -1.829371524 -1.17907627 0.703232500 -0.231960857
12 0.500981341 1.43474981 0.708424406 -0.58565681 0.185350484 -0.604215857
12 -1.050940585 -1.86224496 -0.608210128 -0.45150565 1.701293903 0.217133403
12 0.064495658 1.88398858 1.788082086 -0.57221136 1.667438108 0.971889652
12 1.226167311 0.98044054 -0.645504900 1.83987442 -1.029068029 1.278793274
12 -0.606941062 -0.90697903 -1.873147184 -0.46504718 0.868363355 1.478629060
13 -0.409175633 -0.31421568 -1.954639228 -0.67118022 1.139741912 -1.994741374
13 -0.039886300 1.89490674 -0.965590812 1.77916562 1.212476188 -1.736792143
13 0.524194990 1.25522313 -0.181604913 1.84741368 0.711070495 -1.656192331
13 0.893617249 -1.10492911 0.963906753 1.59711000 0.325110314 -1.947561133
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14 1.006183492 -1.16784395 -0.336559010 -1.62540059 -0.950271231 -0.558263827
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14 1.442764707 -0.35537828 1.646605258 1.49713198 -0.044532071 0.497458191
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15 -1.843599779 1.77811336 1.582585187 -1.97708983 1.056077740 0.366141205
15 0.018020132 0.04663052 1.507433648 1.27840729 0.075752350 -0.122483850
15 0.313930221 -1.66031576 -0.814060808 -1.30135328 -0.909258787 -0.654493578
15 1.357215632 1.97908204 -1.469632361 1.37232221 -0.627187457 1.871349715
15 0.617779901 -0.39422352 -0.936356369 -1.33315133 0.820301360 0.583367535
16 0.023527938 -0.64871710 1.262256699 -0.10497685 1.086699792 0.761566821
16 0.905948324 -0.54227259 0.029691414 0.85485672 -1.944638638 -0.984931444
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16 -0.453021351 0.78477035 -0.346644187 0.81791529 1.726642832 -1.472133777
17 0.096859880 1.35248907 -1.003495170 -1.66267810 -0.490785944 1.240843087
17 -0.719859989 -1.68294851 -1.900557239 -0.86967240 1.813262450 1.050418768
17 -0.899291649 0.87025627 -1.108087072 0.26632984 -0.906988529 -0.230380665
17 1.207592153 1.45847131 -1.511898002 -0.68583079 0.749320624 -0.173297222
17 -1.583902275 1.91423283 -0.459042300 1.77389873 -1.452032782 0.721820355
18 1.773699989 0.26112483 -1.464065300 -0.65641048 1.514053176 -0.403342139
18 1.909370133 -1.60709108 -1.676226486 -0.74306143 -0.391743905 0.007833291
18 -1.844533660 0.52116315 -0.598226743 -0.46951176 -0.122475703 -1.852104997
18 0.350911109 1.27400734 1.985087139 -1.92581437 -0.390653959 -0.808097061
18 -1.879953291 -0.59983335 0.131875243 -1.85384353 0.808360410 1.851367927
19 -0.957108163 -1.77780807 0.048027249 0.09715611 1.040281289 -1.993430955
19 -0.980256475 1.59610359 -0.507594911 -1.35840460 -1.694517871 -0.257793928
19 0.715363240 1.20689326 -0.005713261 -1.17954306 0.063295504 0.003855076
19 -0.058077350 -0.07594780 -0.402937053 1.90090686 0.401220778 0.678418824
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20 0.245519292 1.43779888 -0.743326941 -0.66360537 1.132895666 1.295850403
20 0.334080746 1.62879501 0.227557097 -1.51839524 1.760608830 0.527541461
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20 -1.364333834 -1.85784306 -1.426926753 -0.58645873 -1.404059923 -0.965036386
20 1.688261616 0.34301755 0.268541851 1.32527972 0.362704340 -1.901678597
21 -1.943005546 -1.96830863 -0.097303042 0.75079934 -0.962382076 0.112663005
21 -1.558208823 1.34604824 0.208375177 -0.20837102 -0.124960032 -1.061141280
21 0.006151168 -0.49264328 1.738865300 -1.12793490 -0.714641769 -1.742273354
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21 1.223662217 1.80612230 -0.960342063 1.83752810 0.858910901 1.224581447
22 0.691443307 -1.70849057 -0.464019931 -1.91629898 -0.450191350 -0.018001868
22 1.856822764 1.49723501 0.990823698 0.59884900 1.172284408 1.432983828
22 1.526955408 -1.20450877 0.783163992 1.91351228 -0.375213764 0.929059414
22 1.847058748 0.13835903 -1.606432912 1.37001784 -0.986604379 1.897713962
22 -0.141227257 -1.57775124 0.446127173 1.37114337 -0.322784044 -1.599780361
23 1.414969433 -1.63641662 1.937315593 -0.13863526 0.461908645 -1.393408672
23 0.609016513 0.29862116 1.001593512 1.66307116 1.179201160 1.229843382
23 1.477328077 0.61892165 -1.465777252 1.66623095 -0.241213806 -0.017434535
23 1.254546350 1.28881911 -1.139305949 1.27941834 -0.349650987 -1.437963268
23 -0.554209448 -0.17769794 1.393518151 0.26760463 0.261941141 -1.558842883
24 0.059734953 -0.27635630 -0.620053398 0.26408751 0.857461357 -0.827556549
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24 -1.643215490 1.32718782 -0.959963572 -1.59154502 0.456865798 1.856314185
24 0.753302086 -0.47014993 0.291442489 -0.68663258 -0.027065309 -0.305471592
24 -1.860645865 0.46221928 1.623386714 1.96240203 -0.923609381 1.376388383
25 -1.290277499 -1.30996600 1.686707056 1.14804370 -0.250814035 1.676248755
25 -1.964522129 -1.18515543 -0.618746166 -0.71874589 -0.485080015 -1.765510208
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27 -0.028860878 -1.37219040 1.915278467 1.27997472 -0.315575426 0.093113671
27 0.652979441 1.42964340 0.538172063 0.75054465 1.147827632 1.145779219
27 -1.242485145 -0.30055787 0.766093104 -0.27289243 0.382368491 -1.649110363
28 -1.995892724 -1.14684652 -0.856584005 -1.50851437 1.869461125 0.703042768
28 -0.718196286 1.97937304 1.945921669 -0.36032656 1.080262130 1.145789003
28 1.800531522 -0.03184165 1.030769300 1.71017458 -1.680190347 1.240232229
28 -1.949789962 0.51053647 -1.726900036 0.21683296 -0.538320607 -1.685289986
28 -1.683636938 -1.97615466 1.243055915 -1.94293354 -0.078293819 -1.324342236
29 -0.307617412 -0.49188368 1.100112940 1.48722008 -1.670822382 -1.807234517
29 1.411560852 -1.33582529 -1.723719192 1.86878819 0.333806550 0.378163231
29 0.137599667 -1.24300789 -1.036202937 1.46766508 -1.718554018 1.165084860
29 0.192710065 1.42747126 -1.028792649 -0.24913879 0.110650623 0.395474735
29 1.382175914 -0.64998706 -0.451548044 -1.23224883 -0.110846858 -1.888336283
30 0.379036282 -0.81267975 0.362988790 0.69995822 -1.790926309 0.723989277
30 -1.618493133 0.25066117 -0.364035810 1.52072622 1.804557878 0.189216735
30 -1.366128265 -0.61929395 0.159715710 -0.36764494 -0.004238593 0.438310961
30 0.804362860 1.98545324 1.239227510 1.57620854 -0.010163265 -0.767268014
30 -0.923269095 -1.14044149 -1.957387427 1.23140526 -1.195111958 -1.343755341
Z3
1 -1.602135359
1 -0.734913171
1 0.074537053
1 0.648020306
1 -0.372679251
2 -0.184418043
2 0.044679135
2 -1.169819547
2 -1.085367429
2 0.382847985
3 0.362292635
3 -1.558557580
3 1.362028128
3 -0.728145262
3 1.131405348
4 -1.339889445
4 -1.742169845
4 1.018822487
4 0.481640132
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5 -0.545212761
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5 1.880648715
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6 1.761234849
7 -1.039534908
7 1.454522266
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7 -0.008527792
7 0.767710689
8 -1.538630701
8 1.983861915
8 -0.482893099
8 0.247952371
8 0.930872071
9 -0.376838000
9 -1.388847435
9 -0.639068955
9 0.506619390
9 -1.770509287
10 0.023372096
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10 -0.295607597
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10 1.677327082
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11 1.844385128
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12 -1.856539463
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12 0.911321830
13 -1.522942734
13 0.374381782
13 -1.850749297
13 -1.961712833
13 -1.353615496
14 -1.041451087
14 -0.565480946
14 1.571641650
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15 1.531986962
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18 1.844396709
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29 1.363591071
29 -0.694400297
30 1.389598905
30 -1.291717100
30 0.344842903
30 1.890226198
30 0.136397256
y X1 X2 X3 X4
1 4.411688072 -0.9379653474 -1.176101700 1.738820924 -0.0716795381
1 -1.950527641 -0.5115044015 -1.293772990 -1.151429915 0.3982633017
1 5.137718177 0.2914134534 0.748091387 0.606695064 -0.0258347718
1 5.043715680 1.6328311600 -0.463585127 -1.497779616 -1.2551295944
1 2.355541591 -1.1932722759 1.079365680 -0.931117325 1.3094932744
1 4.500961130 1.5935587399 -0.009203032 -0.455543630 0.6738669528
1 0.729158604 1.7787010744 0.870474033 -1.946438667 1.1769594429
1 6.133841779 0.6431911699 1.967624379 -0.470448172 -1.5682254964
1 6.626469910 0.5164561756 -0.479859282 1.478763383 0.8948437842
1 4.366311668 -1.7528549181 1.109780885 -0.638604013 -0.3549022814
2 -2.860822277 0.7311523147 0.458579887 -0.860838076 0.5216564899
2 0.674681228 0.4061648706 0.228638155 1.580376412 1.3624582160
2 -3.614521478 -1.0445252890 -0.684890724 -0.215058707 1.4245266588
2 -7.422507196 -0.9673362933 -0.187474218 1.119939559 -0.4345628759
2 -0.617190737 0.9172384934 0.001763890 1.522476139 -0.4780244576
2 -9.542275977 -0.1897166744 -1.276534555 -0.347503162 1.5817817040
2 -8.960230418 -1.2994929263 0.118522411 -1.744766078 0.5772630516
2 -7.175710221 0.9867930785 -1.698897017 -0.658050033 0.9643145949
2 -5.813638978 -1.5800494384 -0.888976269 0.894903786 0.4212137861
2 -3.157137905 1.4581797961 -1.149201923 -0.649538666 1.6123264460
3 3.106631116 -1.8888515104 -1.094476815 0.694848931 -1.4354226971
3 6.345978289 0.1092431080 -1.474333865 -1.620568578 -1.2267605504
3 19.476596094 1.5212762756 1.926253841 -0.029615517 1.3654068671
3 1.327445571 -0.5077465121 -0.691945093 -0.153792637 0.8796559535
3 -4.037982233 -1.8081634734 0.027757988 -0.499133877 -0.9311516676
3 7.839690620 -1.4454870131 0.725770059 1.964396878 -0.0199934207
3 1.340158521 -0.7140315184 -1.603323587 -1.294597145 -1.6675444087
3 12.772826141 -1.3806735547 -1.524389767 1.253740834 -0.5844630376
3 -5.649545569 -1.4710873114 -1.798241362 -1.726213451 1.8768352214
3 8.373047543 -1.1147762891 1.717015679 -0.398201013 0.4988567587
4 2.133020447 -0.2611294370 1.742849871 -1.833886284 1.8572681518
4 -0.711972814 0.0589306112 -1.710157466 -0.824032804 -0.2299595671
4 -0.240895100 0.6520438707 -0.484962238 0.003401949 -0.5189104788
4 5.881918035 -1.4273336539 0.151459691 0.438995740 -1.3190256795
4 0.314997117 -0.6220504250 -1.579799445 -0.943003802 -1.7832382824
4 1.241051489 -0.3769456707 1.206750822 -0.307605562 0.6313122772
4 -1.667326354 -1.6587559767 0.958566983 -0.533745535 0.3126476668
4 3.995339883 1.7302877130 -1.791403946 1.770021290 1.9484070558
4 -1.410375920 1.3535362668 -0.071321707 -1.505105739 0.4151696060
4 3.696711052 1.5177331846 1.682071363 -1.719869283 -1.7402003249
5 0.445404200 0.6189315030 -1.366416173 -0.607102396 0.2139028143
5 1.854182042 -1.4686887478 -0.326644033 1.795752710 -1.0281735640
5 -2.052264676 -0.6327603953 -0.991960810 0.586716760 1.1121701160
5 -2.604849556 0.9254863160 -1.622438929 -1.858888933 0.6077637738
5 1.543268751 1.6291656643 1.310871079 0.385793823 1.3209828157
5 -2.194848077 0.7847879976 0.101222015 -0.338727994 0.5942037897
5 -1.200767185 -1.0336831110 0.670990510 -1.692411847 -0.0806568228
5 0.339829132 0.5764289144 -0.366888961 0.112195517 -0.0197435776
5 4.578920271 -0.8769991454 1.370359614 1.849333234 -0.4805096341
5 8.236284804 1.8305460829 0.949221872 0.834960205 -0.1980582513
6 0.546380247 1.7189728236 0.897962302 -1.980934219 0.9192131516
6 4.965106883 1.6037570816 -0.119485529 0.414382766 0.1926816572
6 1.276967792 1.0035287514 -1.518870977 1.622309042 1.0048879422
6 2.249717258 0.7062750896 1.132390684 0.826646128 -1.7969153412
6 0.140771631 0.5920537831 -0.247370412 -0.949851363 0.8598648496
6 0.101769266 -1.7070125211 -0.274176081 1.404304878 -0.8092221729
6 -0.406339854 -0.3057663264 -1.890008484 -0.665577940 -0.8660911610
6 -1.575408249 0.1232974567 -1.413752628 0.313137070 1.3195085097
6 0.489634580 1.7708190493 -0.309619368 -0.268907479 -1.6544184992
6 3.879973420 0.8488982376 1.068548697 -1.793618708 -1.8293715240
7 2.241701663 1.6974654552 1.786226995 -1.915952628 -0.3142156778
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53 1.903295034 -0.8170352578 -0.638279949 1.983065337 -1.9756696094
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55 2.859116387 1.8300329521 -0.260572253 0.008698371 0.6004058095
55 1.367707846 1.7287545484 -0.625721334 0.925543943 -0.6904506320
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55 0.839674376 1.1322606215 0.120343625 -0.690451317 -1.9306020029
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X5 X6 X7 X8 X9 Z1
1 1.28378518 -0.089521511 1.651503697 -0.643708249 -0.261362061 -1.04148234
1 0.58824078 1.444837907 -0.825586509 1.357761401 0.850058715 -1.76426249
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7 0.32511031 -1.961712833 -1.708048456 0.815767330 0.007794418 1.44276471
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8 -1.30135328 -0.654493578 0.457387436 -0.229356871 1.515376963 0.47677041
8 1.37232221 1.871349715 0.006545776 1.625461878 -1.347169492 -0.38997631
8 -1.33315133 0.583367535 -1.247524448 1.524169527 0.126255605 1.60013044
8 1.05607774 -1.214795323 -0.369140590 -1.347035535 1.719168673 0.02352794
8 0.07575235 -0.571278459 0.329552188 1.008763063 -0.697136025 0.90594832
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8 0.82030136 -1.389329739 1.757579169 -1.679322872 -0.150571805 -0.45302135
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9 0.26632984 -0.230380665 -0.214525231 -1.171183442 1.734025000 -1.73101941
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9 1.77389873 0.721820355 1.673271662 -0.674481699 0.805428430 -0.35352927
9 -0.49078594 -1.702408364 -1.303929826 1.821686364 1.390501631 1.77369999
9 1.81326245 0.586516300 -1.400517751 1.268756628 0.824626620 1.90937013
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9 0.74932062 -1.106733973 -1.931026672 -1.109176093 -0.217422036 0.35091111
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10 1.86541950 0.779428427 -1.201923246 1.017290944 -0.804124381 -1.07301960
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10 -0.25190364 -0.225185530 1.384080866 -0.881029752 0.580083967 1.68826162
11 0.75079934 0.112663005 -0.749507832 -0.696472744 -1.950483320 -1.64326186
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y X1 X2 X3 X4 X5
1 2.30917751 -0.937965347 1.59355874 -1.176101700 -0.009203032 1.73882092
1 3.06722768 -0.511504401 1.77870107 -1.293772990 0.870474033 -1.15142991
1 6.14090823 0.291413453 0.64319117 0.748091387 1.967624379 0.60669506
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2 1.07863533 0.074537053 -0.16373709 1.065242683 -0.613266043 -0.44004183
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2 3.41100987 -0.372679251 0.60348187 1.501285320 -0.094595020 1.84247199
3 -5.76672813 1.904682780 -1.94768970 1.967354480 -0.184418043 0.29948879
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3 -3.89150655 -0.573092352 -1.58726306 -0.062601903 -1.169819547 -1.85783768
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3 1.31068804 -1.407153757 0.56040418 1.019283778 0.382847985 1.71446080
4 8.08360837 -0.347503162 0.52165649 1.581781704 -0.825079380 -1.24322551
4 3.24588491 -1.744766078 1.36245822 0.577263052 -1.234959560 1.03241221
4 6.81142785 -0.658050033 1.42452666 0.964314595 1.545803773 0.89799557
4 7.77502119 0.894903786 -0.43456288 0.421213786 0.013357943 1.77489927
4 6.07310645 -0.649538666 -0.47802446 1.612326446 1.508230172 0.19058635
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7 3.58712777 1.945246357 -0.54521276 1.957999334 -0.922824881 -0.05540358
7 0.40310102 -0.825577804 -0.22963013 -1.294191854 -0.122996231 -1.74479013
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7 2.28640483 1.248526095 0.32882108 -0.462784432 -0.523242150 -0.32671346
7 5.64095019 -1.691393323 1.88064872 0.704656203 0.901621090 1.92407234
8 1.52666259 -1.036753615 -1.41070840 -0.606791792 0.635510436 0.89476300
8 -2.08580360 1.187344336 -1.42549223 0.639284103 -1.259720142 -0.51857174
8 -5.85881800 1.326686860 1.70091974 -0.752910502 1.817512548 1.12407016
8 0.78386690 -1.545969174 0.02814241 -0.593706363 1.591393968 -1.95540197
8 -4.79654240 1.853248065 -1.38059593 -1.408617172 1.774788218 1.76123485
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9 -6.55389778 -0.824032804 -0.53374553 -0.229959567 0.312647667 -0.09840832
9 -1.82393532 0.003401949 1.77002129 -0.518910479 1.948407056 -1.99226866
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9 -7.47816881 -0.943003802 -1.71986928 -1.783238282 -1.740200325 -0.95628105
10 5.25105620 -0.161698352 0.21670824 1.878112664 1.496598643 -1.25029452
10 4.14712493 -0.263876606 0.75310095 -0.391211749 -0.131539538 0.58426911
10 5.82810154 0.068039306 0.63223021 1.398208415 -1.967486179 0.16791712
10 14.33691809 1.384983011 0.65337090 1.026579630 0.911068019 -0.65871696
10 -3.21079292 -1.779342854 -0.11106319 0.130404877 0.866357915 0.55163489
11 8.96627160 1.483222212 -0.46998151 0.618931503 0.784787998 -1.36641617
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11 14.11510449 1.625261045 1.28464927 0.925486316 -0.876999145 -1.62243893
11 12.15622915 1.082614526 1.31729722 1.629165664 1.830546083 1.31087108
12 2.56374357 1.899169854 1.73904047 -0.376838000 1.406670559 0.48430518
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14 2.27714750 -0.309619368 0.82664613 -0.268907479 -1.796915341 -1.65441850
14 3.68088726 1.068548697 -0.94985136 -1.793618708 0.859864850 -1.82937152
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15 6.94509571 1.281119974 -1.88642827 0.849860127 0.481711702 -1.76827173
15 0.97207831 -1.933551157 1.01333080 0.923731536 -0.830674420 1.77764093
15 7.56816395 1.984444405 -1.16546410 -0.110048315 -0.175433065 -0.62902610
15 9.86448368 0.539579343 1.99782162 1.450042748 -1.817443164 0.07180228
16 -1.18852421 -1.856539463 0.79891506 0.307218635 1.697465455 -0.26002336
16 0.29460646 -1.119902386 1.64024371 -1.694562215 -1.461945869 -1.84300416
16 3.36042819 -0.532107161 1.38241044 1.491899403 -1.045051987 0.57732406
16 2.28895277 -0.777214232 1.11417856 1.825142942 -0.040149512 0.86226880
16 3.14656767 0.911321830 -0.39662629 0.022124319 -0.103759613 -0.59333311
17 0.33575356 -0.671180216 1.13974191 -1.994741374 -1.522942734 1.32759595
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59 -0.45579138 -1.412907747 1.17354381 0.538599234 -0.060949822 1.28635145
59 1.96437728 1.441266781 -1.98272891 1.990626410 0.536502592 -0.56523523
59 5.56696028 1.797104062 0.79255964 0.020297376 -1.190787472 0.47308622
59 5.76137368 1.585773182 0.02786594 1.732931999 -0.281592357 -0.61172159
59 -7.64945376 -1.545393076 -0.92222359 -1.235164451 0.682753815 1.02386626
60 -1.38726141 -0.065500624 -1.77606491 -0.329749236 -0.380838451 -1.81482408
60 -1.66865242 -0.804550974 -0.53988396 -1.909215751 -1.790124896 -1.47219742
60 2.25636154 0.135021480 1.56567181 0.361954240 -1.853730652 1.71376178
60 3.29253303 -0.222477054 0.07695983 -0.027858148 -1.075615413 -1.64823976
60 1.31824138 1.170689142 -0.52543601 -1.588371557 1.919210921 1.77034216
X6 X7 X8 X9 Z1 Z2
1 -0.45554363 -0.071679538 0.673866953 1.283785176 -0.937965347 1.59355874
1 -1.94643867 0.398263302 1.176959443 0.588240775 -0.511504401 1.77870107
1 -0.47044817 -0.025834772 -1.568225496 1.131731049 0.291413453 0.64319117
1 1.47876338 -1.255129594 0.894843784 0.212145247 1.632831160 0.51645618
1 -0.63860401 1.309493274 -0.354902281 0.118878321 -1.193272276 -1.75285492
2 -0.26136206 -1.189230979 -1.041482340 1.189235304 -1.602135359 1.65150370
2 0.85005871 0.844484890 -1.764262491 -0.178902186 -0.734913171 -0.82558651
2 -0.40002252 -1.513232316 0.569153034 -0.359663672 0.074537053 -0.16373709
2 -0.69859139 -1.018045944 1.505076851 1.243480971 0.648020306 -0.67042130
2 1.02834859 -1.426782482 1.115658710 0.419733161 -0.372679251 0.60348187
3 0.39236969 0.731152315 -0.189716674 0.458579887 1.904682780 -1.94768970
3 0.24360299 0.406164871 -1.299492926 0.228638155 0.927170048 0.86226426
3 0.10411090 -1.044525289 0.986793078 -0.684890724 -0.573092352 -1.58726306
3 1.94038090 -0.967336293 -1.580049438 -0.187474218 -0.274105238 -0.21486261
3 0.03056729 0.917238493 1.458179796 0.001763890 -1.407153757 0.56040418
4 0.84697547 0.362292635 -0.929967171 0.074304550 -0.347503162 0.52165649
4 -0.44437960 -1.558557580 -1.125418860 0.251131743 -1.744766078 1.36245822
4 -1.59650750 1.362028128 0.067187346 -1.483372582 -0.658050033 1.42452666
4 1.70920835 -0.728145262 -0.924197632 -0.974529584 0.894903786 -0.43456288
4 -0.86707000 1.131405348 -1.275326691 0.871741104 -0.649538666 -0.47802446
5 -1.15629700 1.047895446 -1.564774734 0.095944311 -0.950103560 0.04383879
5 -0.28499852 1.731639315 -1.009092668 -0.731421313 -1.338184267 -0.96951496
5 -1.46924010 -0.117286010 -0.005941877 -0.888135882 -0.711327774 -1.81415645
5 -0.15961422 0.414352271 -0.508533168 1.150162031 0.040500826 -0.32857497
5 1.77182824 -0.060041278 1.738765481 0.809850050 1.695873885 1.41600601
6 0.69484893 1.964396878 -1.435422697 -0.019993421 -1.231161860 -1.88885151
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6 -0.02961552 1.253740834 1.365406867 -0.584463038 -1.275072709 1.52127628
6 -0.15379264 -1.726213451 0.879655953 1.876835221 -0.090745161 -0.50774651
6 -0.49913388 -0.398201013 -0.931151668 0.498856759 1.082948172 -1.80816347
7 -0.86846418 -1.563596146 1.346929079 -0.252275558 1.945246357 -0.54521276
7 1.39152860 -0.666888062 -1.715383904 0.248707151 -0.825577804 -0.22963013
7 -1.67104308 1.349666277 0.811114973 1.713932905 -0.402595572 -1.37314347
7 1.54583500 -0.892600633 0.795298149 -1.078134343 1.248526095 0.32882108
7 -0.11227708 0.348140566 -0.144150476 -1.112744982 -1.691393323 1.88064872
8 1.97499690 -0.096699845 -0.261129437 -0.376945671 -1.036753615 -1.41070840
8 -0.57037702 -0.021381896 0.058930611 -1.658755977 1.187344336 -1.42549223
8 0.99054025 -0.767790205 0.652043871 1.730287713 1.326686860 1.70091974
8 1.17163610 0.780048985 -1.427333654 1.353536267 -1.545969174 0.02814241
8 0.82343603 1.291173222 -0.622050425 1.517733185 1.853248065 -1.38059593
9 1.75365498 -0.156419282 -1.039534908 1.041253127 -1.833886284 -0.30760556
9 0.86333313 1.820586953 1.454522266 -1.378395109 -0.824032804 -0.53374553
9 -1.34765809 0.850160490 -0.256094393 1.397828372 0.003401949 1.77002129
9 -0.09524793 -0.411408267 -0.008527792 1.787271276 0.438995740 -1.50510574
9 0.76102689 -1.529117552 0.767710689 0.353676762 -0.943003802 -1.71986928
10 1.31680426 1.712710193 0.425763979 -1.827126964 -0.161698352 0.21670824
10 0.83590079 1.217563085 -1.882491338 -0.518760857 -0.263876606 0.75310095
10 -0.60579860 1.034787228 -0.654218568 -0.652486765 0.068039306 0.63223021
10 -1.48668850 1.828999556 -0.889367653 -1.305389786 1.384983011 0.65337090
10 -0.44768604 1.975655515 -1.531209799 0.487093118 -1.779342854 -0.11106319
11 0.10122201 -0.607102396 -0.338727994 0.213902814 1.483222212 -0.46998151
11 0.67099051 1.795752710 -1.692411847 -1.028173564 0.288681039 -1.62381644
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11 1.37035961 -1.858888933 1.849333234 0.607763774 1.625261045 1.28464927
11 0.94922187 0.385793823 0.834960205 1.320982816 1.082614526 1.31729722
12 1.43000615 -0.736486351 1.618186591 -1.101477965 1.899169854 1.73904047
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13 0.02337210 -1.682241227 0.237241083 1.718972824 -0.512817051 0.35171173
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13 -0.29560760 1.280686468 -1.329138968 1.003528751 -1.766742430 -1.20223127
13 -1.95296106 0.393581673 1.881806920 0.706275090 0.493742838 -0.52366550
13 1.67732708 -0.303385896 -0.105987607 0.592053783 -0.573434373 0.68563331
14 -0.60503676 -0.473471407 -0.013259120 -1.230809215 -0.274176081 -1.98093422
14 0.16934404 -0.109767538 1.608950991 -0.260397512 -1.890008484 0.41438277
14 0.43784345 1.342071800 0.205055867 -1.099466388 -1.413752628 1.62230904
14 -0.91451161 -1.514114015 -1.485741294 1.844385128 -0.309619368 0.82664613
14 -1.17907627 0.703232500 -0.231960857 -0.206290140 1.068548697 -0.94985136
15 0.50098134 1.434749812 0.708424406 -0.585656810 -0.090147156 -0.28609848
15 -1.05094059 -1.862244955 -0.608210128 -0.451505649 1.281119974 -1.88642827
15 0.06449566 1.883988583 1.788082086 -0.572211360 -1.933551157 1.01333080
15 1.22616731 0.980440545 -0.645504900 1.839874424 1.984444405 -1.16546410
15 -0.60694106 -0.906979033 -1.873147184 -0.465047181 0.539579343 1.99782162
16 1.78622700 -1.855215992 -1.915952628 -0.409175633 -1.856539463 0.79891506
16 0.97242603 -0.957184538 -0.941517489 -0.039886300 -1.119902386 1.64024371
16 -1.79685632 0.881663144 0.767206478 0.524194990 -0.532107161 1.38241044
16 1.92145912 -1.008423275 -1.861322436 0.893617249 -0.777214232 1.11417856
16 -1.12871019 -1.060336834 -1.748855482 -1.692936830 0.911321830 -0.39662629
17 -1.75211853 0.089845089 -0.231366307 -0.698955939 -0.671180216 1.13974191
17 -1.76039904 1.156925958 -1.369591667 1.883526267 1.779165622 1.21247619
17 -1.40737652 0.779013393 0.875440463 1.939281065 1.847413680 0.71107049
17 -1.70804846 -1.733695811 0.815767330 -1.843261129 1.597109999 0.32511031
17 -1.82845643 -1.928169014 1.540905220 1.574285152 -0.029136660 -0.67732765
18 -0.55826383 -1.041451087 1.971152353 -1.734027777 1.006183492 -1.16784395
18 -0.23135324 -0.565480946 0.159157448 -1.902994048 1.722367683 1.68330987
18 -1.49708311 1.571641650 -0.264792953 0.449692967 -0.149078901 -1.78905246
18 0.49745819 1.962509060 1.858694697 0.786434992 1.442764707 -0.35537828
18 -0.79027467 0.929684790 -1.406721427 1.204567549 -0.751854322 -0.17463514
19 1.58258519 -1.977089829 1.056077740 0.366141205 -1.465061967 1.10733599
19 1.50743365 1.278407286 0.075752350 -0.122483850 -0.245839729 0.54379939
19 -0.81406081 -1.301353284 -0.909258787 -0.654493578 0.483175759 -0.87145481
19 -1.46963236 1.372322208 -0.627187457 1.871349715 -1.188350352 -1.23496218
19 -0.93635637 -1.333151333 0.820301360 0.583367535 -1.463320909 -0.93785312
20 -1.11691645 0.023527938 -0.648717099 1.262256699 -0.369140590 -1.81583781
20 -1.99192307 0.905948324 -0.542272595 0.029691414 0.329552188 0.13944692
20 0.47677041 -1.890053540 0.555023879 -1.549629496 -0.764283740 -0.22935687
20 -0.38997631 -0.482347148 -1.868342690 1.625293205 -0.076137439 1.62546188
20 1.60013044 -0.453021351 0.784770354 -0.346644187 1.757579169 1.52416953
21 1.60858624 1.454402615 -1.291999615 -1.359742783 0.761566821 0.56047203
21 -0.88623995 -1.560568186 -0.937079200 -0.845559491 -0.984931444 -0.61430627
21 -0.21722860 -0.390972401 0.638200054 1.208516033 -0.355846520 -0.30897358
21 -0.91193706 -0.375699625 1.264222019 -1.343017273 -1.508435547 1.75763552
21 -0.68032670 -0.254082981 -0.315262621 1.159170941 -1.472133777 -0.46444308
22 -0.46140655 -1.303929826 1.115356166 1.821686364 -1.003495170 -1.66267810
22 -0.62363138 -1.400517751 1.742624508 1.268756628 -1.900557239 -0.86967240
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22 1.67327166 -1.735558063 -0.674481699 -1.817101134 -0.459042300 1.77389873
23 1.51405318 -0.403342139 1.740387619 -1.457980883 -1.488700869 1.77369999
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23 0.80836041 1.851367927 -1.736133480 -0.389363639 -0.353529265 -1.87995329
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24 1.59610359 -0.507594911 -1.358404601 -1.694517871 0.031517588 -0.45918626
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25 0.86666642 -0.432395263 -1.364333834 -1.857843064 -0.664202552 -1.84705525
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27 -1.53811506 -0.749507832 -0.796316992 -0.696472744 -1.968308626 -0.09730304
27 0.76805769 -0.211387787 -1.349592812 1.325720876 1.346048237 0.20837518
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28 1.91351228 -0.375213764 0.929059414 1.401836543 0.845880958 1.39741475
28 1.37001784 -0.986604379 1.897713962 0.279006175 -1.332974599 0.51252136
28 1.37114337 -0.322784044 -1.599780361 1.846170056 1.476569557 -1.16616020
29 1.41496943 -1.636416616 1.937315593 -0.138635258 -0.531800370 -0.34787640
29 0.60901651 0.298621162 1.001593512 1.663071161 -1.986781810 1.68693287
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38 -1.14044149 -1.957387427 1.231405255 -1.195111958 -1.152754663 1.13510037
39 -1.27531650 -1.959479269 0.623152024 -1.866848576 1.243665018 -1.51965053
39 1.82589627 -1.141832304 -1.122512487 1.099808257 0.603626044 0.74519851
39 1.34959937 1.654939917 -1.962251427 -0.424161480 1.083924429 1.65650264
39 -0.61338947 -1.805378620 -1.683142019 1.139269034 -1.861766739 0.24139904
39 1.36834577 1.484923777 1.069803406 -1.866670817 0.234641124 0.30230418
40 -0.93338186 -0.865081279 1.850346368 1.654463177 -1.587293069 -1.32442248
40 -1.30471635 0.990153933 1.075764816 -0.014599413 0.402473847 0.07428453
40 1.58610918 0.251400779 1.046096707 -1.889061092 -1.597688369 -1.78270864
40 0.24937253 0.261543982 -1.389111410 -0.199442458 1.828744437 -1.27250149
40 -0.63018273 0.533327316 -0.528808128 -1.891249128 0.323897758 -1.87010212
41 -1.31860078 1.003256489 0.638613253 -0.158576093 0.382278339 -0.23207173
41 0.82902634 -1.319097898 -0.167013586 -1.821323744 1.777512952 -0.39211355
41 -0.94111090 -1.140711362 -1.112864642 -0.679919560 -1.485369388 -0.53791000
41 -1.67871022 -1.452578840 -1.801233537 -0.598071907 0.098807556 0.29131991
41 0.85282908 -0.717180852 1.371869981 -1.055116005 1.727502832 -1.57533040
42 1.01395847 1.798347857 -0.749187198 0.040992647 -1.878997830 1.75401109
42 1.61402925 1.552706354 0.119047238 1.168782745 -0.999592653 -0.03238158
42 0.60619262 -0.175064035 -1.268002251 -0.235157795 -1.118020083 -1.32791893
42 -1.91688335 1.146975444 0.129622565 -0.854831024 -0.767676033 -1.24442179
42 -1.61648389 -1.195892973 -0.607545657 1.734241291 1.635570335 -1.23377911
43 1.14526350 -0.585542791 1.542958045 1.574561169 -1.556730950 -0.38287571
43 -1.54614990 -0.375283728 1.743420558 1.324548012 -0.646762745 -0.05374296
43 -0.59898897 -0.767880405 0.976319606 -0.516999595 0.185972764 -0.24332786
43 -0.67914447 1.836811738 1.353784627 1.487919063 -0.751471813 -0.93254549
43 0.78670668 0.761075411 1.197427134 1.203046388 -0.210821772 0.60751135
44 -0.48421569 0.293188154 -1.761075977 0.173139220 0.947777533 1.92962418
44 0.45910679 -1.797159825 -1.789671456 -1.929611866 -0.881846591 0.17329087
44 0.02475776 -0.396148050 1.891080991 1.106679592 0.625135488 0.63955135
44 -0.64817947 -0.957475825 1.178430361 1.029205973 1.118904411 -0.89984255
44 -0.68348139 -1.325201265 -1.873329193 -1.957807413 0.888210023 -0.41222350
45 1.20190533 0.606534259 -0.681033537 -0.465955090 -1.776580558 0.26335700
45 -0.08722016 1.198033493 1.981702464 -0.808185552 0.944608540 -0.53129798
45 1.48665413 -1.039339395 1.038168858 1.074505137 1.615871673 0.22768684
45 0.80634970 1.455981332 -0.115740173 -0.281038108 0.807259520 1.58836068
45 -1.48653345 -0.084820571 -0.969662520 0.623867593 0.310798033 -0.91107757
46 0.10407625 -0.084503485 -0.770254304 -1.471931011 0.104066274 0.11017136
46 -1.70665830 1.622776022 0.113165013 0.433875022 -0.458394144 -0.55960187
46 1.39896701 -1.925976276 0.912902727 1.967474318 -1.127687327 1.96635615
46 -0.30776796 -1.231424712 1.814226137 -1.621161328 -1.802975855 -1.81456755
46 1.95238429 -0.462771918 -0.016023492 1.581133828 -0.645584594 -1.71239242
47 1.00688136 -1.770056026 1.256707732 -0.171814729 -0.009044589 1.45399944
47 0.09782544 -0.258787208 1.926723604 -0.386702440 0.279365518 -1.21711978
47 0.51980649 1.084539922 -1.854641239 0.288825927 0.947118956 1.40378201
47 -0.17649102 -1.483378216 0.269656237 -0.958996188 -1.140689920 1.78788383
47 -0.98398068 1.935665051 -0.393126919 1.496350250 -0.778748970 -0.90175555
48 0.35648610 -1.602469546 -0.803995309 -1.396379964 0.689165941 -0.08613379
48 1.51310580 -0.838594183 -1.201198360 0.310593053 1.528470998 -1.93959721
48 -1.28737117 -1.018096006 1.640708255 -0.182093387 0.750952792 -0.99192087
48 -0.11666581 0.890237296 -1.868115181 -0.024764904 1.999453837 -0.69336744
48 -1.43415060 0.145098216 0.385297701 0.104828482 -0.997854694 0.68852805
49 1.46867805 0.514163725 -0.962482506 -1.916546942 -0.548349418 1.92262784
49 -0.89674952 1.381252786 -0.004078524 -0.468800628 -1.248371458 -1.64327425
49 1.01021802 -1.510865494 0.337666987 -0.473520356 1.074983870 -1.61045803
49 -0.63747685 0.222829326 -0.060987835 -1.730370816 -0.236846210 0.54267504
49 1.84041334 1.105703211 0.434159424 -0.843094395 -0.093163046 -1.20584404
50 -1.35901421 1.750199173 -0.975878919 -0.915275457 1.314808737 -1.78270948
50 1.15667481 -1.223557853 0.450129081 -0.239486401 -0.142662483 0.45553234
50 -1.61700943 0.858315254 -1.468727950 0.845832931 -0.654986077 1.14252122
50 -0.17483901 1.823162766 -1.279227060 -0.612848116 -1.421398565 0.31778662
50 -1.69698205 0.967432284 -1.680257929 -1.398127454 1.472284173 0.10867793
51 -1.93097614 -1.576526046 1.148685954 0.178120120 0.384767001 -0.63007318
51 1.73928106 -0.633621533 1.190356900 1.886277701 1.452216933 1.29828268
51 -1.51584042 -0.665622301 -1.104376421 -1.402795923 1.469752735 0.11716180
51 -0.37429743 1.097607748 -0.135369848 -0.545268761 -1.763626867 -0.25105760
51 1.15667143 0.148668632 -0.710624138 1.148427337 -0.122041234 -1.77429684
52 -0.18307868 0.227542681 1.344895503 -0.881804442 1.909912022 -1.27946536
52 0.67481879 1.607679469 -0.147245159 1.917875135 -1.114192192 -0.86221033
52 0.11636699 1.801303879 0.516398740 0.731700804 -1.119746946 0.57710230
52 -1.98871525 1.600673289 -0.243596691 1.632024458 -0.871316035 1.84142011
52 1.44749342 0.775785784 1.879684524 0.679915543 -1.523115299 -1.71562004
53 -1.65695250 -1.606712928 0.434321614 -0.979624079 -0.836065431 0.46178341
53 0.70478703 1.178270777 0.369347700 -1.436912816 -0.456257104 1.32990293
53 0.43663098 1.270530217 1.640629811 0.101017696 1.286170505 -1.05353628
53 -1.61560360 -0.379942345 -0.424195954 -0.183733378 -1.068079798 1.08360537
53 -0.40438117 -1.989650879 1.856801108 0.086889496 1.942872578 -1.76490579
54 -1.75004773 -1.725030243 -0.877480420 0.896474960 1.963641692 -0.43318375
54 1.99015286 -1.246650802 0.571610812 -1.303503484 0.990673458 -1.21448803
54 -1.54460393 1.200765776 1.835143525 -0.718702476 -0.029845563 0.88031551
54 0.50133000 1.339296868 0.148436178 -0.448089046 1.731239214 1.73668829
54 -1.89765378 0.898750843 -0.274186727 -1.782024371 0.468155985 0.77057555
55 -0.95448396 1.209398165 1.765428306 -0.288794360 0.821141071 1.42043363
55 -1.57277823 -0.082019255 -1.306600264 -1.456338729 -1.802976481 -1.16051182
55 -0.98496832 -1.290393747 -0.580236802 1.254964957 1.125266636 -1.07977900
55 -1.27638453 -0.411466622 0.820160165 1.227379842 1.136557050 0.69364172
55 0.12555568 1.256907971 1.836963680 1.632441419 0.210302959 -0.22086656
56 -0.61810484 -0.257963247 0.194288781 -0.703896179 -0.855391192 -0.37189428
56 -0.37830951 -0.711783364 1.489189521 1.481773122 0.324038887 -0.87527205
56 0.14616541 -1.986257243 1.450378240 0.027337835 -1.433486461 -0.29874628
56 -0.89668525 1.891876295 0.442174799 1.620959803 -0.022330641 -0.14599364
56 -0.37731436 -1.548349640 -1.994087616 1.945259060 -0.558862411 1.31707862
57 -1.12011333 0.746149183 -1.760667778 0.375712717 0.886456026 0.69766173
57 0.49390601 -1.956033344 -1.355492481 -1.807500665 -0.234112930 -1.68872582
57 -0.54744113 1.831147173 1.031974795 -0.424752005 -0.251558526 1.31590686
57 1.15439942 -0.007586764 -0.709600896 -0.753607525 1.343741060 -1.93501811
57 1.81455710 0.163173807 0.473792180 -0.269278313 -0.459557382 -1.54922708
58 -1.64385087 -1.475747729 1.501622244 1.176476180 -0.809183253 0.14917416
58 -1.47699516 -1.369619432 -1.955724973 0.534771864 1.412719010 0.31014834
58 1.51755404 -0.106095485 -1.833723278 -1.400957924 1.385001282 -1.93739217
58 0.60816101 1.002791523 -1.154564343 -0.056288661 -0.490093524 1.64504996
58 -1.88740777 1.361135677 0.904731405 0.995772512 1.470543379 0.55930300
59 0.26170762 1.105302222 1.615795161 1.622813866 -1.412907747 1.17354381
59 0.51035213 1.070625691 -1.644191705 -1.886960105 1.441266781 -1.98272891
59 -0.43114177 -1.955626256 0.650800866 -0.692135153 1.797104062 0.79255964
59 0.63352755 -1.076746840 0.567029042 1.465403489 1.585773182 0.02786594
59 0.73242499 0.790857749 1.735538750 -1.162008196 -1.545393076 -0.92222359
60 0.69645664 1.438447027 1.321125103 0.337477965 -0.065500624 -1.77606491
60 -1.98468505 0.359635225 -0.451469189 1.091218916 -0.804550974 -0.53988396
60 1.39700503 -1.744528630 0.491181037 0.792878226 0.135021480 1.56567181
60 0.06236337 -1.459250310 0.421089780 1.364372718 -0.222477054 0.07695983
60 -0.31060074 -0.355540927 0.160908144 1.910048690 1.170689142 -0.52543601
Z3 Z4 Z5 Z6 Z7 Z8
1 -1.176101700 -0.009203032 1.73882092 -0.45554363 -0.071679538 0.673866953
1 -1.293772990 0.870474033 -1.15142991 -1.94643867 0.398263302 1.176959443
1 0.748091387 1.967624379 0.60669506 -0.47044817 -0.025834772 -1.568225496
1 -0.463585127 -0.479859282 -1.49777962 1.47876338 -1.255129594 0.894843784
1 1.079365680 1.109780885 -0.93111733 -0.63860401 1.309493274 -0.354902281
2 -0.967932877 -0.643708249 1.56879334 -0.26136206 -1.189230979 -1.041482340
2 -0.085819007 1.357761401 1.45735788 0.85005871 0.844484890 -1.764262491
2 1.065242683 -0.613266043 -0.44004183 -0.40002252 -1.513232316 0.569153034
2 -1.663012343 -0.664900277 1.10928280 -0.69859139 -1.018045944 1.505076851
2 1.501285320 -0.094595020 1.84247199 1.02834859 -1.426782482 1.115658710
3 1.967354480 -0.184418043 0.29948879 0.39236969 0.731152315 -0.189716674
3 -0.017625689 0.044679135 -1.69174248 0.24360299 0.406164871 -1.299492926
3 -0.062601903 -1.169819547 -1.85783768 0.10411090 -1.044525289 0.986793078
3 -1.306230661 -1.085367429 0.57118197 1.94038090 -0.967336293 -1.580049438
3 1.019283778 0.382847985 1.71446080 0.03056729 0.917238493 1.458179796
4 1.581781704 -0.825079380 -1.24322551 0.84697547 0.362292635 -0.929967171
4 0.577263052 -1.234959560 1.03241221 -0.44437960 -1.558557580 -1.125418860
4 0.964314595 1.545803773 0.89799557 -1.59650750 1.362028128 0.067187346
4 0.421213786 0.013357943 1.77489927 1.70920835 -0.728145262 -0.924197632
4 1.612326446 1.508230172 0.19058635 -0.86707000 1.131405348 -1.275326691
5 -0.611077289 0.758511395 -0.77422696 -1.15629700 1.047895446 -1.564774734
5 -1.474230718 0.757653650 0.31341578 -0.28499852 1.731639315 -1.009092668
5 -0.502052542 0.219602493 1.64148122 -1.46924010 -0.117286010 -0.005941877
5 0.525680914 -0.281502369 -1.42958367 -0.15961422 0.414352271 -0.508533168
5 -0.439684265 -0.189119749 -0.33980950 1.77182824 -0.060041278 1.738765481
6 -1.445487013 -1.094476815 0.72577006 0.69484893 1.964396878 -1.435422697
6 -0.714031518 -1.474333865 -1.60332359 -1.62056858 -1.294597145 -1.226760550
6 -1.380673555 1.926253841 -1.52438977 -0.02961552 1.253740834 1.365406867
6 -1.471087311 -0.691945093 -1.79824136 -0.15379264 -1.726213451 0.879655953
6 -1.114776289 0.027757988 1.71701568 -0.49913388 -0.398201013 -0.931151668
7 1.957999334 -0.922824881 -0.05540358 -0.86846418 -1.563596146 1.346929079
7 -1.294191854 -0.122996231 -1.74479013 1.39152860 -0.666888062 -1.715383904
7 0.168521698 -1.312799671 1.13818492 -1.67104308 1.349666277 0.811114973
7 -0.462784432 -0.523242150 -0.32671346 1.54583500 -0.892600633 0.795298149
7 0.704656203 0.901621090 1.92407234 -0.11227708 0.348140566 -0.144150476
8 -0.606791792 0.635510436 0.89476300 1.97499690 -0.096699845 -0.261129437
8 0.639284103 -1.259720142 -0.51857174 -0.57037702 -0.021381896 0.058930611
8 -0.752910502 1.817512548 1.12407016 0.99054025 -0.767790205 0.652043871
8 -0.593706363 1.591393968 -1.95540197 1.17163610 0.780048985 -1.427333654
8 -1.408617172 1.774788218 1.76123485 0.82343603 1.291173222 -0.622050425
9 1.857268152 0.631312277 -1.35156367 1.75365498 -0.156419282 -1.039534908
9 -0.229959567 0.312647667 -0.09840832 0.86333313 1.820586953 1.454522266
9 -0.518910479 1.948407056 -1.99226866 -1.34765809 0.850160490 -0.256094393
9 -1.319025679 0.415169606 -0.23416343 -0.09524793 -0.411408267 -0.008527792
9 -1.783238282 -1.740200325 -0.95628105 0.76102689 -1.529117552 0.767710689
10 1.878112664 1.496598643 -1.25029452 1.31680426 1.712710193 0.425763979
10 -0.391211749 -0.131539538 0.58426911 0.83590079 1.217563085 -1.882491338
10 1.398208415 -1.967486179 0.16791712 -0.60579860 1.034787228 -0.654218568
10 1.026579630 0.911068019 -0.65871696 -1.48668850 1.828999556 -0.889367653
10 0.130404877 0.866357915 0.55163489 -0.44768604 1.975655515 -1.531209799
11 0.618931503 0.784787998 -1.36641617 0.10122201 -0.607102396 -0.338727994
11 -1.468688748 -1.033683111 -0.32664403 0.67099051 1.795752710 -1.692411847
11 -0.632760395 0.576428914 -0.99196081 -0.36688896 0.586716760 0.112195517
11 0.925486316 -0.876999145 -1.62243893 1.37035961 -1.858888933 1.849333234
11 1.629165664 1.830546083 1.31087108 0.94922187 0.385793823 0.834960205
12 -0.376838000 1.406670559 0.48430518 1.43000615 -0.736486351 1.618186591
12 -1.388847435 -1.149418617 -0.97607101 -0.51646585 -1.608765850 -0.793226918
12 -0.639068955 0.157848111 0.53950320 -0.74319268 -1.740397854 1.731234819
12 0.506619390 -1.454049655 -0.05731157 1.31413744 0.757829466 -1.192067930
12 -1.770509287 -0.700539438 1.75270767 -0.19263395 0.672202416 1.169515024
13 1.072578203 -0.320106721 1.08090142 0.02337210 -1.682241227 0.237241083
13 0.088993104 -0.550806867 1.11272521 -0.45560147 0.029497019 1.156377888
13 1.312300072 -1.506284359 -1.42485088 -0.29560760 1.280686468 -1.329138968
13 0.108384779 -0.807353882 0.06210460 -1.95296106 0.393581673 1.881806920
13 0.007019300 -0.893294041 0.38896194 1.67732708 -0.303385896 -0.105987607
14 1.404304878 0.919213152 -0.80922217 -0.60503676 -0.473471407 -0.013259120
14 -0.665577940 0.192681657 -0.86609116 0.16934404 -0.109767538 1.608950991
14 0.313137070 1.004887942 1.31950851 0.43784345 1.342071800 0.205055867
14 -0.268907479 -1.796915341 -1.65441850 -0.91451161 -1.514114015 -1.485741294
14 -1.793618708 0.859864850 -1.82937152 -1.17907627 0.703232500 -0.231960857
15 1.628996773 -1.338339510 -1.28935299 0.50098134 1.434749812 0.708424406
15 0.849860127 0.481711702 -1.76827173 -1.05094059 -1.862244955 -0.608210128
15 0.923731536 -0.830674420 1.77764093 0.06449566 1.883988583 1.788082086
15 -0.110048315 -0.175433065 -0.62902610 1.22616731 0.980440545 -0.645504900
15 1.450042748 -1.817443164 0.07180228 -0.60694106 -0.906979033 -1.873147184
16 0.307218635 1.697465455 -0.26002336 1.78622700 -1.855215992 -1.915952628
16 -1.694562215 -1.461945869 -1.84300416 0.97242603 -0.957184538 -0.941517489
16 1.491899403 -1.045051987 0.57732406 -1.79685632 0.881663144 0.767206478
16 1.825142942 -0.040149512 0.86226880 1.92145912 -1.008423275 -1.861322436
16 0.022124319 -0.103759613 -0.59333311 -1.12871019 -1.060336834 -1.748855482
17 -1.994741374 -1.522942734 1.32759595 -1.75211853 0.089845089 -0.231366307
17 -1.736792143 0.374381782 1.06737102 -1.76039904 1.156925958 -1.369591667
17 -1.656192331 -1.850749297 -0.90887873 -1.40737652 0.779013393 0.875440463
17 -1.947561133 -1.961712833 -1.24734680 -1.70804846 -1.733695811 0.815767330
17 -0.657017503 -1.353615496 -1.09695266 -1.82845643 -1.928169014 1.540905220
18 -0.336559010 -1.625400590 -0.95027123 -0.55826383 -1.041451087 1.971152353
18 0.681413807 -1.288375675 1.53500906 -0.23135324 -0.565480946 0.159157448
18 1.027616320 0.568858321 -1.24924261 -1.49708311 1.571641650 -0.264792953
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59 0.538599234 -0.060949822 1.28635145 0.26170762 1.105302222 1.615795161
59 1.990626410 0.536502592 -0.56523523 0.51035213 1.070625691 -1.644191705
59 0.020297376 -1.190787472 0.47308622 -0.43114177 -1.955626256 0.650800866
59 1.732931999 -0.281592357 -0.61172159 0.63352755 -1.076746840 0.567029042
59 -1.235164451 0.682753815 1.02386626 0.73242499 0.790857749 1.735538750
60 -0.329749236 -0.380838451 -1.81482408 0.69645664 1.438447027 1.321125103
60 -1.909215751 -1.790124896 -1.47219742 -1.98468505 0.359635225 -0.451469189
60 0.361954240 -1.853730652 1.71376178 1.39700503 -1.744528630 0.491181037
60 -0.027858148 -1.075615413 -1.64823976 0.06236337 -1.459250310 0.421089780
60 -1.588371557 1.919210921 1.77034216 -0.31060074 -0.355540927 0.160908144
Z9
1 1.283785176
1 0.588240775
1 1.131731049
1 0.212145247
1 0.118878321
2 1.189235304
2 -0.178902186
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2 0.419733161
3 0.458579887
3 0.228638155
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6 1.876835221
6 0.498856759
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7 0.248707151
7 1.713932905
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8 -1.658755977
8 1.730287713
8 1.353536267
8 1.517733185
9 1.041253127
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9 1.397828372
9 1.787271276
9 0.353676762
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25 1.437798876
25 1.628795014
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25 0.343017550
26 0.162569124
26 1.652924888
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26 1.841068656
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27 -0.696472744
27 1.325720876
27 1.290156418
27 -1.402400319
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28 1.330363348
28 -0.197783289
28 1.401836543
28 0.279006175
28 1.846170056
29 -0.138635258
29 1.663071161
29 1.666230953
29 1.279418335
29 0.267604630
30 0.059734953
30 -1.807642690
30 -1.643215490
30 0.753302086
30 -1.860645865
31 0.250393815
31 0.317316151
31 1.298761414
31 -1.206222090
31 0.475958540
32 -1.677722048
32 -0.679433746
32 1.576200412
32 -0.773299206
32 -0.390304635
33 -1.753562302
33 -0.578714609
33 0.308151016
33 0.140126234
33 0.417091321
34 1.513366684
34 1.299306256
34 1.915278467
34 0.538172063
34 0.766093104
35 0.267634435
35 -0.336940073
35 1.330642659
35 -1.385169648
35 0.634596173
36 0.765093647
36 1.092178090
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36 1.968573184
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37 1.291591919
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55 1.227379842
55 1.632441419
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56 1.620959803
56 1.945259060
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58 1.176476180
58 0.534771864
58 -1.400957924
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58 0.995772512
59 1.622813866
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60 1.091218916
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lmmen documentation built on May 1, 2019, 8:53 p.m.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value See Also Examples
Description
Create a scenario to run the evaluation functions.
Usage
1 2 | initialize_example(n.i = 5, n = 30, q = 4, total.beta = 9,
true.beta = c(1, 1, 1), seed = NULL)
|
Arguments
n.i |
integer, Observations per subject, Default: 5 |
n |
integer, Number of subjects, Default: 30 |
q |
integer, Number of random effects, Default: 4 |
total.beta |
integer, Number of simulated fixed effects, Default: 9 |
true.beta |
numeric, True of fixed effects indicies, Default: c(1,1,1) |
seed |
integer, set a seed for reproducibility, Default: NULL |
Value
(n.i*n) x (1+total.beta+q) matrix containing where the subjects index are the matrix rownames
| Description | Parameter | Dimension |
| Response | y | (n.i*n) x 1 |
| Fixed | X | (n.i*n) x total.beta |
| Random | Z | (n.i*n) x q |
See Also
Examples
1 2 3 | initialize_example(n.i = 5,n = 30,q=4,seed=1)
initialize_example(n.i = 10,n = 60,q=4,seed=1)
initialize_example(n.i = 5,n = 60,q=10,seed=1)
|
Example output
Loading required package: lmmlasso
Loading required package: emulator
Loading required package: mvtnorm
Loading required package: miscTools
Loading required package: penalized
Loading required package: survival
Welcome to penalized. For extended examples, see vignette("penalized").
----------------------------------------------------------------------
This is a test release of the package 'lmmlasso'. If you have any questions or problems, do not hesitate to contact the author.
----------------------------------------------------------------------
y X1 X2 X3 X4 X5
1 2.827798004 -0.93796535 1.59355874 -1.17610170 -0.009203032 1.738820924
1 -0.182449968 -0.51150440 1.77870107 -1.29377299 0.870474033 -1.151429915
1 2.472846842 0.29141345 0.64319117 0.74809139 1.967624379 0.606695064
1 2.461860056 1.63283116 0.51645618 -0.46358513 -0.479859282 -1.497779616
1 -3.266975899 -1.19327228 -1.75285492 1.07936568 1.109780885 -0.931117325
2 2.590889603 -0.64370825 1.56879334 -0.26136206 -1.189230979 -1.041482340
2 2.604825306 1.35776140 1.45735788 0.85005871 0.844484890 -1.764262491
2 1.352708507 -0.61326604 -0.44004183 -0.40002252 -1.513232316 0.569153034
2 0.712406533 -0.66490028 1.10928280 -0.69859139 -1.018045944 1.505076851
2 5.925661180 -0.09459502 1.84247199 1.02834859 -1.426782482 1.115658710
3 -0.677234258 0.73115231 -0.18971667 0.45857989 -1.276534555 -0.860838076
3 -3.030191039 0.40616487 -1.29949293 0.22863816 0.118522411 1.580376412
3 -4.502213759 -1.04452529 0.98679308 -0.68489072 -1.698897017 -0.215058707
3 -4.333406505 -0.96733629 -1.58004944 -0.18747422 -0.888976269 1.119939559
3 -0.567107862 0.91723849 1.45817980 0.00176389 -1.149201923 1.522476139
4 -3.428772829 1.84563975 -0.76683068 -0.95010356 0.043838793 -0.611077289
4 -4.857912370 -1.59943661 0.59831784 -1.33818427 -0.969514957 -1.474230718
4 -0.604163619 1.05289076 1.81342180 -0.71132777 -1.814156452 -0.502052542
4 1.271850850 1.79186542 1.81493060 0.04050083 -0.328574967 0.525680914
4 0.523182889 1.27453875 -0.64008319 1.69587389 1.416006009 -0.439684265
5 10.458502398 -1.88885151 -1.44548701 -1.09447682 0.725770059 0.694848931
5 4.231981135 0.10924311 -0.71403152 -1.47433386 -1.603323587 -1.620568578
5 9.015007159 1.52127628 -1.38067355 1.92625384 -1.524389767 -0.029615517
5 -0.415602058 -0.50774651 -1.47108731 -0.69194509 -1.798241362 -0.153792637
5 0.904366167 -1.80816347 -1.11477629 0.02775799 1.717015679 -0.499133877
6 3.409196442 -0.05540358 -0.86846418 -1.56359615 1.346929079 -0.252275558
6 4.703160576 -1.74479013 1.39152860 -0.66688806 -1.715383904 0.248707151
6 4.831957861 1.13818492 -1.67104308 1.34966628 0.811114973 1.713932905
6 4.003174658 -0.32671346 1.54583500 -0.89260063 0.795298149 -1.078134343
6 4.980128298 1.92407234 -0.11227708 0.34814057 -0.144150476 -1.112744982
7 8.964551801 -0.26112944 -0.37694567 1.74284987 1.206750822 -1.833886284
7 3.896154690 0.05893061 -1.65875598 -1.71015747 0.958566983 -0.824032804
7 2.690712509 0.65204387 1.73028771 -0.48496224 -1.791403946 0.003401949
7 1.966481792 -1.42733365 1.35353627 0.15145969 -0.071321707 0.438995740
7 4.611468440 -0.62205043 1.51773318 -1.57979945 1.682071363 -0.943003802
8 0.262416374 -1.90903510 -0.16169835 0.21670824 1.878112664 1.496598643
8 -2.539979291 1.75654682 -0.26387661 0.75310095 -0.391211749 -0.131539538
8 -0.475848615 -0.82820511 0.06803931 0.63223021 1.398208415 -1.967486179
8 0.226751164 -1.34269370 1.38498301 0.65337090 1.026579630 0.911068019
8 -1.457669812 -0.40358978 -1.77934285 -0.11106319 0.130404877 0.866357915
9 3.263442837 0.61893150 0.78478800 -1.36641617 0.101222015 -0.607102396
9 -3.156539130 -1.46868875 -1.03368311 -0.32664403 0.670990510 1.795752710
9 -1.442257841 -0.63276040 0.57642891 -0.99196081 -0.366888961 0.586716760
9 -0.928576686 0.92548632 -0.87699915 -1.62243893 1.370359614 -1.858888933
9 4.541136364 1.62916566 1.83054608 1.31087108 0.949221872 0.385793823
10 2.122132222 1.43000615 -0.73648635 1.61818659 -1.101477965 0.703415042
10 -0.801904041 -0.51646585 -1.60876585 -0.79322692 -1.876973716 1.372480594
10 0.384353783 -0.74319268 -1.74039785 1.73123482 1.448136165 -0.552423260
10 2.946308143 1.31413744 0.75782947 -1.19206793 0.740430021 -0.430536459
10 4.768502828 -0.19263395 0.67220242 1.16951502 1.768299638 0.270749590
11 3.337957233 1.71897282 -1.70701252 0.89796230 -0.274176081 -1.980934219
11 4.424442783 1.60375708 -0.30576633 -0.11948553 -1.890008484 0.414382766
11 1.348945544 1.00352875 0.12329746 -1.51887098 -1.413752628 1.622309042
11 4.637210954 0.70627509 1.77081905 1.13239068 -0.309619368 0.826646128
11 4.599792221 0.59205378 0.84889824 -0.24737041 1.068548697 -0.949851363
12 4.740121671 -0.09014716 -0.28609848 1.62899677 -1.338339510 -1.289352992
12 8.195478804 1.28111997 -1.88642827 0.84986013 0.481711702 -1.768271728
12 6.904848049 -1.93355116 1.01333080 0.92373154 -0.830674420 1.777640934
12 0.075043824 1.98444440 -1.16546410 -0.11004832 -0.175433065 -0.629026103
12 11.131068906 0.53957934 1.99782162 1.45004275 -1.817443164 0.071802283
13 -0.068758310 1.69746546 -0.26002336 1.78622700 -1.855215992 -1.915952628
13 -7.024925599 -1.46194587 -1.84300416 0.97242603 -0.957184538 -0.941517489
13 -6.936700158 -1.04505199 0.57732406 -1.79685632 0.881663144 0.767206478
13 -2.851232512 -0.04014951 0.86226880 1.92145912 -1.008423275 -1.861322436
13 -6.183104385 -0.10375961 -0.59333311 -1.12871019 -1.060336834 -1.748855482
14 1.701352949 0.08984509 -0.23136631 -0.69895594 1.289596605 0.440064064
14 -2.325556095 1.15692596 -1.36959167 1.88352627 0.896978771 1.704452696
14 3.643460936 0.77901339 0.87544046 1.93928107 -0.844319449 -1.039506969
14 -6.616876947 -1.73369581 0.81576733 -1.84326113 0.007794418 -0.912472664
14 3.450736005 -1.92816901 1.54090522 1.57428515 -0.286611995 0.940014586
15 -5.554525987 -1.44907886 -0.08908704 -1.46506197 1.107335992 0.123235172
15 -2.564259019 -1.36086071 0.17693609 -0.24583973 0.543799395 0.739443616
15 -0.176934050 1.95533437 -0.68736808 0.48317576 -0.871454814 -0.466866425
15 -0.033692981 -0.40541722 1.99972237 -1.18835035 -1.234962176 1.819951993
15 -4.297520618 -1.24835274 0.11112734 -1.46332091 -0.937853120 -1.526573678
16 -6.196313556 -1.81583781 -1.34703553 -1.53372563 1.719168673 -1.116916451
16 -3.201878803 0.13944692 1.00876306 1.70077024 -0.697136025 -1.991923070
16 -0.436425295 -0.22935687 -0.38805119 1.51537696 -1.356821476 0.476770413
16 -2.948653626 1.62546188 0.22781077 -1.34716949 1.798831671 -0.389976311
16 -2.928400529 1.52416953 -1.67932287 0.12625561 -0.150571805 1.600130443
17 -0.784897226 -1.55154545 1.60858624 1.45440262 -1.291999615 -1.359742783
17 -4.984656093 1.19097480 -0.88623995 -1.56056819 -0.937079200 -0.845559491
17 -0.362065758 -0.03599533 -0.21722860 -0.39097240 0.638200054 1.208516033
17 -3.326150347 1.33167270 -0.91193706 -0.37569963 1.264222019 -1.343017273
17 -3.114299993 1.03369262 -0.68032670 -0.25408298 -0.315262621 1.159170941
18 1.634252714 1.11535617 1.82168636 -0.53389368 1.390501631 -1.488700869
18 4.885726513 1.74262451 1.26875663 0.96557210 0.824626620 0.944686141
18 0.092905953 -1.17118344 0.96110457 1.73402500 1.435231038 -1.731019407
18 -0.601405571 0.57337263 -1.10917609 0.69283980 -0.217422036 -0.876799721
18 1.588945272 -0.67448170 -1.81710113 0.80542843 0.706539968 -0.353529265
19 -6.411990405 -1.56101790 -0.42616453 -1.03630382 0.707050822 -1.970021580
19 3.062362068 1.01706889 0.03151759 -0.45918626 -1.339789922 0.385326614
19 -2.515731890 -0.78160490 1.75966746 1.05193342 1.211469717 -0.533017277
19 -5.923994673 0.89523863 -1.76849932 1.45858799 0.847973726 0.967868621
19 -6.779464096 -1.07067988 -0.78093718 0.71644486 1.714812356 1.048349562
20 -7.755768575 -0.50580721 0.42356325 -1.50603322 -1.341061440 -1.696500134
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20 -3.768890181 -1.63872891 1.64082673 1.52534102 -1.046344072 -1.417318569
20 2.523257858 -0.01637036 1.94291562 -1.50148691 0.866666421 -0.432395263
20 -3.188971955 1.01729094 -0.88102975 -0.80412438 0.580083967 -1.073019602
21 -2.689769211 -1.04157316 1.24918518 -1.64218736 0.162569124 1.766407917
21 0.897837754 0.59105950 -0.02236755 -0.38554365 1.652924888 0.722542629
21 -4.040207781 1.90268304 -1.79876391 -1.74456053 -0.452476963 1.610569415
21 -3.686164656 -0.48800477 -1.47751304 0.24802369 1.841068656 -0.984811737
21 0.470081276 -0.14342349 -1.35424674 -0.65390357 -0.461253635 -0.375611482
22 0.913391575 -0.69647274 -0.21926939 -1.95048332 -0.220389486 -1.643261858
22 7.991478546 1.32572088 1.53570950 -1.84868221 1.020612368 -1.347945346
22 3.655612073 1.29015642 -0.34001069 -1.63649034 0.845880958 1.397414753
22 1.888479137 -1.40240032 0.75956865 -0.40470413 -1.332974599 0.512521365
22 1.965470817 -0.31488124 0.86768351 1.60085830 1.476569557 -1.166160196
23 -7.928694923 -0.53180037 -0.34787640 -1.34671818 1.397626380 -1.105306320
23 -12.450828948 -1.98678181 1.68693287 -1.61922252 -0.601409677 1.079265862
23 -2.777986635 -1.80808056 -0.09038827 1.44605917 1.902954381 1.498854337
23 -1.622423458 1.52819380 -0.10002231 -1.04048332 1.477622121 -1.824827568
23 -2.316897687 1.29406816 0.63134427 0.22161653 1.016496204 -1.200957172
24 4.267225567 -0.28247235 1.53052803 0.55242058 1.500871951 1.904510498
24 6.147528846 0.78377985 1.06635740 0.21797246 -1.969325618 -0.666389816
24 -0.447770804 -0.65975713 -0.71188949 1.06531979 1.739667942 1.148859284
24 -2.383053436 0.80498573 -1.83153197 -1.61255482 -0.372137368 -1.642556336
24 3.416015175 1.36213966 1.57083969 0.99206595 1.155053559 -1.825200392
25 5.829465325 1.91022743 1.47238206 0.25039382 -1.101741540 0.695191253
25 0.321689944 0.50844106 -0.41235570 0.31731615 -1.899105079 0.766179083
25 -1.181870821 -1.92320228 1.74496713 1.29876141 1.026020499 0.980915839
25 -1.479829397 1.31665658 -0.70090842 -1.20622209 0.552627779 -1.503752518
25 2.131343245 1.99550990 1.88979025 0.47595854 -1.768524348 -1.395312853
26 -5.635697038 0.29516559 -1.85337688 -1.30619181 0.351599762 1.840464623
26 2.427497581 0.38795354 0.50233126 -0.02716411 0.290149517 -0.476490979
26 1.083763664 0.28006855 -0.26608425 0.94875563 0.619670963 -1.319646880
26 -1.742054080 -1.12771485 -0.57229545 0.04400409 1.460502223 -1.073580486
26 0.640789157 1.28050698 1.09467056 -0.09965234 -0.412614496 1.799680837
27 0.226303644 0.15193270 0.28257605 -0.96612187 -0.351426782 1.078015221
27 4.528770359 1.27303305 0.24270900 1.70271015 0.057667328 1.490219637
27 -0.242387463 -0.71301237 -0.26331624 -0.31675335 0.169138874 1.959462338
27 3.708722223 0.32930775 1.84779514 1.26520298 1.896097217 1.860590576
27 -1.190571950 -1.71627048 0.84508674 1.01866019 -1.705448180 0.545685275
28 0.673490283 1.16785301 1.02115168 1.53480282 -0.781537555 0.267634435
28 -4.196562334 -0.44649408 -0.75689666 -1.70302486 0.339563210 -0.336940073
28 1.337722290 1.64488813 -1.92053857 -0.18532178 1.481815080 1.330642659
28 5.837967322 -1.51261180 0.72913225 1.55214508 -0.213905763 -1.385169648
28 4.731654370 1.95134063 -0.24505573 0.80063697 -0.650507841 0.634596173
29 -0.008116431 0.71421534 0.76509365 0.20595008 -0.155762425 -0.741315055
29 -1.477515425 -1.27220113 1.09217809 1.72273789 1.130885428 0.848132640
29 -5.781081036 0.11921782 -0.95282547 -1.17038262 -1.997578936 -0.993153803
29 -3.319177764 1.20671532 0.71504061 -1.08016384 1.002493520 -0.762610007
29 -0.315524778 -0.74725122 1.96857318 -0.06405364 1.322929750 0.783819389
30 -0.020721055 -0.27712868 -0.89327129 -0.51189206 -1.504591152 -1.579119600
30 0.400393487 -1.67901452 -1.45497817 -1.52654113 1.109366690 0.862183176
30 3.568104440 -0.89153329 0.65390438 1.12214459 -0.554603709 -1.374533778
30 4.208829780 1.17628408 1.91652009 -1.73768715 0.463720043 -0.953697115
30 -0.400257367 -1.63561014 -1.15275466 1.13510037 1.668170917 1.095165471
X6 X7 X8 X9 Z1 Z2
1 -0.455543630 -0.07167954 0.673866953 1.28378518 1.157424927 -0.089521511
1 -1.946438667 0.39826330 1.176959443 0.58824078 -1.906675191 1.444837907
1 -0.470448172 -0.02583477 -1.568225496 1.13173105 -0.091079740 -0.247611571
1 1.478763383 -1.25512959 0.894843784 0.21214525 0.929254955 -1.020810892
1 -0.638604013 1.30949327 -0.354902281 0.11887832 0.770926226 -1.717283811
2 1.189235304 0.61889571 -1.147167459 1.90468278 -1.947689698 1.967354480
2 -0.178902186 -0.58721091 -1.482510608 0.92717005 0.862264264 -0.017625689
2 -0.359663672 -0.91895942 -0.087527863 -0.57309235 -1.587263057 -0.062601903
2 1.243480971 1.97073624 1.696297879 -0.27410524 -0.214862606 -1.306230661
2 0.419733161 0.53397306 0.395043869 -1.40715376 0.560404181 1.019283778
3 -0.347503162 0.52165649 1.581781704 -0.82507938 -1.243225510 0.846975471
3 -1.744766078 1.36245822 0.577263052 -1.23495956 1.032412210 -0.444379601
3 -0.658050033 1.42452666 0.964314595 1.54580377 0.897995571 -1.596507495
3 0.894903786 -0.43456288 0.421213786 0.01335794 1.774899273 1.709208354
3 -0.649538666 -0.47802446 1.612326446 1.50823017 0.190586348 -0.867069999
4 0.758511395 -0.77422696 -1.156296997 1.04789545 -1.564774734 0.095944311
4 0.757653650 0.31341578 -0.284998517 1.73163932 -1.009092668 -0.731421313
4 0.219602493 1.64148122 -1.469240099 -0.11728601 -0.005941877 -0.888135882
4 -0.281502369 -1.42958367 -0.159614217 0.41435227 -0.508533168 1.150162031
4 -0.189119749 -0.33980950 1.771828237 -0.06004128 1.738765481 0.809850050
5 1.964396878 -1.43542270 -0.019993421 0.65847300 1.814193584 1.945246357
5 -1.294597145 -1.22676055 -1.667544409 -0.75004137 1.249220369 -0.825577804
5 1.253740834 1.36540687 -0.584463038 -0.37724155 1.128728463 -0.402595572
5 -1.726213451 0.87965595 1.876835221 1.98430949 -0.928487484 1.248526095
5 -0.398201013 -0.93115167 0.498856759 1.42032943 1.048606118 -1.691393323
6 -0.319136427 -0.28114653 -1.036753615 -1.41070840 -0.606791792 0.635510436
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6 1.459230201 0.62464926 1.326686860 1.70091974 -0.752910502 1.817512548
6 -1.291221857 1.91421625 -1.545969174 0.02814241 -0.593706363 1.591393968
6 -0.026725085 -1.07135541 1.853248065 -1.38059593 -1.408617172 1.774788218
7 -0.307605562 1.85726815 0.631312277 -1.35156367 1.753654982 -0.156419282
7 -0.533745535 -0.22995957 0.312647667 -0.09840832 0.863333135 1.820586953
7 1.770021290 -0.51891048 1.948407056 -1.99226866 -1.347658087 0.850160490
7 -1.505105739 -1.31902568 0.415169606 -0.23416343 -0.095247926 -0.411408267
7 -1.719869283 -1.78323828 -1.740200325 -0.95628105 0.761026892 -1.529117552
8 -1.250294516 1.31680426 1.712710193 0.42576398 -1.827126964 -0.408625490
8 0.584269107 0.83590079 1.217563085 -1.88249134 -0.518760857 1.822703075
8 0.167917119 -0.60579860 1.034787228 -0.65421857 -0.652486765 0.613397772
8 -0.658716961 -1.48668850 1.828999556 -0.88936765 -1.305389786 -0.685025133
8 0.551634893 -0.44768604 1.975655515 -1.53120980 0.487093118 -1.211413146
9 -0.338727994 0.21390281 0.594203790 1.25700700 1.899169854 1.739040466
9 -1.692411847 -1.02817356 -0.080656823 1.71510890 -0.597497719 -0.615351601
9 0.112195517 1.11217012 -0.019743578 -1.41007582 -0.424203772 0.132242423
9 1.849333234 0.60776377 -0.480509634 0.99928666 1.803804036 0.155177197
9 0.834960205 1.32098282 -0.198058251 1.90262940 -1.573406721 0.858871799
10 -1.619391466 -0.51281705 0.351711730 1.07257820 -0.320106721 1.080901423
10 -1.224863714 1.19525820 1.655138568 0.08899310 -0.550806867 1.112725209
10 0.352265572 -1.76674243 -1.202231268 1.31230007 -1.506284359 -1.424850877
10 1.006016673 0.49374284 -0.523665505 0.10838478 -0.807353882 0.062104602
10 1.468955149 -0.57343437 0.685633311 0.00701930 -0.893294041 0.388961942
11 1.404304878 0.91921315 -0.809222173 -0.60503676 -0.473471407 -0.013259120
11 -0.665577940 0.19268166 -0.866091161 0.16934404 -0.109767538 1.608950991
11 0.313137070 1.00488794 1.319508510 0.43784345 1.342071800 0.205055867
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12 0.500981341 1.43474981 0.708424406 -0.58565681 0.185350484 -0.604215857
12 -1.050940585 -1.86224496 -0.608210128 -0.45150565 1.701293903 0.217133403
12 0.064495658 1.88398858 1.788082086 -0.57221136 1.667438108 0.971889652
12 1.226167311 0.98044054 -0.645504900 1.83987442 -1.029068029 1.278793274
12 -0.606941062 -0.90697903 -1.873147184 -0.46504718 0.868363355 1.478629060
13 -0.409175633 -0.31421568 -1.954639228 -0.67118022 1.139741912 -1.994741374
13 -0.039886300 1.89490674 -0.965590812 1.77916562 1.212476188 -1.736792143
13 0.524194990 1.25522313 -0.181604913 1.84741368 0.711070495 -1.656192331
13 0.893617249 -1.10492911 0.963906753 1.59711000 0.325110314 -1.947561133
13 -1.692936830 -0.04103078 1.962640047 -0.02913666 -0.677327651 -0.657017503
14 1.006183492 -1.16784395 -0.336559010 -1.62540059 -0.950271231 -0.558263827
14 1.722367683 1.68330987 0.681413807 -1.28837567 1.535009056 -0.231353236
14 -0.149078901 -1.78905246 1.027616320 0.56885832 -1.249242615 -1.497083114
14 1.442764707 -0.35537828 1.646605258 1.49713198 -0.044532071 0.497458191
14 -0.751854322 -0.17463514 1.279808343 0.36925340 -1.960718052 -0.790274673
15 -1.843599779 1.77811336 1.582585187 -1.97708983 1.056077740 0.366141205
15 0.018020132 0.04663052 1.507433648 1.27840729 0.075752350 -0.122483850
15 0.313930221 -1.66031576 -0.814060808 -1.30135328 -0.909258787 -0.654493578
15 1.357215632 1.97908204 -1.469632361 1.37232221 -0.627187457 1.871349715
15 0.617779901 -0.39422352 -0.936356369 -1.33315133 0.820301360 0.583367535
16 0.023527938 -0.64871710 1.262256699 -0.10497685 1.086699792 0.761566821
16 0.905948324 -0.54227259 0.029691414 0.85485672 -1.944638638 -0.984931444
16 -1.890053540 0.55502388 -1.549629496 -1.03251516 0.205255814 -0.355846520
16 -0.482347148 -1.86834269 1.625293205 -0.80143749 0.609844762 -1.508435547
16 -0.453021351 0.78477035 -0.346644187 0.81791529 1.726642832 -1.472133777
17 0.096859880 1.35248907 -1.003495170 -1.66267810 -0.490785944 1.240843087
17 -0.719859989 -1.68294851 -1.900557239 -0.86967240 1.813262450 1.050418768
17 -0.899291649 0.87025627 -1.108087072 0.26632984 -0.906988529 -0.230380665
17 1.207592153 1.45847131 -1.511898002 -0.68583079 0.749320624 -0.173297222
17 -1.583902275 1.91423283 -0.459042300 1.77389873 -1.452032782 0.721820355
18 1.773699989 0.26112483 -1.464065300 -0.65641048 1.514053176 -0.403342139
18 1.909370133 -1.60709108 -1.676226486 -0.74306143 -0.391743905 0.007833291
18 -1.844533660 0.52116315 -0.598226743 -0.46951176 -0.122475703 -1.852104997
18 0.350911109 1.27400734 1.985087139 -1.92581437 -0.390653959 -0.808097061
18 -1.879953291 -0.59983335 0.131875243 -1.85384353 0.808360410 1.851367927
19 -0.957108163 -1.77780807 0.048027249 0.09715611 1.040281289 -1.993430955
19 -0.980256475 1.59610359 -0.507594911 -1.35840460 -1.694517871 -0.257793928
19 0.715363240 1.20689326 -0.005713261 -1.17954306 0.063295504 0.003855076
19 -0.058077350 -0.07594780 -0.402937053 1.90090686 0.401220778 0.678418824
19 -0.485661879 -1.87148496 -1.916212222 1.86541950 -0.251903636 0.779428427
20 0.245519292 1.43779888 -0.743326941 -0.66360537 1.132895666 1.295850403
20 0.334080746 1.62879501 0.227557097 -1.51839524 1.760608830 0.527541461
20 -1.604962647 -1.53892417 -0.582018338 -0.97658270 1.356796127 -0.120280154
20 -1.364333834 -1.85784306 -1.426926753 -0.58645873 -1.404059923 -0.965036386
20 1.688261616 0.34301755 0.268541851 1.32527972 0.362704340 -1.901678597
21 -1.943005546 -1.96830863 -0.097303042 0.75079934 -0.962382076 0.112663005
21 -1.558208823 1.34604824 0.208375177 -0.20837102 -0.124960032 -1.061141280
21 0.006151168 -0.49264328 1.738865300 -1.12793490 -0.714641769 -1.742273354
21 -0.513893408 -0.45900587 1.453745024 0.74494726 -1.341428742 0.703053985
21 1.223662217 1.80612230 -0.960342063 1.83752810 0.858910901 1.224581447
22 0.691443307 -1.70849057 -0.464019931 -1.91629898 -0.450191350 -0.018001868
22 1.856822764 1.49723501 0.990823698 0.59884900 1.172284408 1.432983828
22 1.526955408 -1.20450877 0.783163992 1.91351228 -0.375213764 0.929059414
22 1.847058748 0.13835903 -1.606432912 1.37001784 -0.986604379 1.897713962
22 -0.141227257 -1.57775124 0.446127173 1.37114337 -0.322784044 -1.599780361
23 1.414969433 -1.63641662 1.937315593 -0.13863526 0.461908645 -1.393408672
23 0.609016513 0.29862116 1.001593512 1.66307116 1.179201160 1.229843382
23 1.477328077 0.61892165 -1.465777252 1.66623095 -0.241213806 -0.017434535
23 1.254546350 1.28881911 -1.139305949 1.27941834 -0.349650987 -1.437963268
23 -0.554209448 -0.17769794 1.393518151 0.26760463 0.261941141 -1.558842883
24 0.059734953 -0.27635630 -0.620053398 0.26408751 0.857461357 -0.827556549
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27 0.652979441 1.42964340 0.538172063 0.75054465 1.147827632 1.145779219
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29 1.411560852 -1.33582529 -1.723719192 1.86878819 0.333806550 0.378163231
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29 1.382175914 -0.64998706 -0.451548044 -1.23224883 -0.110846858 -1.888336283
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30 -0.923269095 -1.14044149 -1.957387427 1.23140526 -1.195111958 -1.343755341
Z3
1 -1.602135359
1 -0.734913171
1 0.074537053
1 0.648020306
1 -0.372679251
2 -0.184418043
2 0.044679135
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3 0.362292635
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3 1.362028128
3 -0.728145262
3 1.131405348
4 -1.339889445
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5 -0.545212761
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7 -1.039534908
7 1.454522266
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7 0.767710689
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51 0.57332378 1.739355550 1.610149578 1.799962910 -1.435762249 -1.48109993
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52 1.95809987 -0.807050214 1.832407863 -1.328597341 -0.010016118 -1.63406208
52 0.40387252 -0.943819745 -0.742411609 -1.234917942 1.842426828 -1.88405691
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52 1.90837318 -1.304421217 -1.818033224 -0.001400156 0.811165876 -0.37172605
52 1.75319229 -0.050398513 1.888262569 -0.831078111 1.880158682 -0.24141088
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52 -0.84185436 -1.086691104 1.036677365 -0.390711677 1.973991586 0.31833502
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53 0.20135976 1.272891742 -1.130274360 -1.952557412 0.675315644 0.23378507
53 1.97457744 -1.646698537 -1.581388840 1.866109714 -1.877484166 0.79806559
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53 -0.73683965 1.407485070 1.861054997 0.390961598 0.351256170 1.43696846
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54 0.32073451 -1.697897739 -0.924806014 -0.493427259 -1.622621189 -1.79043564
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56 1.31525183 -0.998549811 1.069478402 -0.164249581 -1.908286052 1.78713962
56 -1.12240715 -0.370018386 -0.684568592 -0.135669266 1.130900825 -1.18413192
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56 -1.49401020 -1.003842260 -0.799805570 -0.083115240 1.953367361 1.13606951
56 -1.38197912 -0.054692649 -0.090084468 -1.597503968 1.282600091 0.41554585
56 -1.49249811 -0.783054903 -0.844277008 -0.233722939 1.633488656 -1.44217909
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56 -1.60360067 1.719442423 -1.906376651 -0.369191050 -1.031014236 -1.84312313
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57 0.19961030 0.630742179 1.704842047 -0.299830724 -0.427418260 1.96483968
57 1.67186697 1.441208093 0.291281021 1.693875114 0.523780136 -0.82913369
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57 -0.09905937 1.394161314 1.316352384 -0.603094229 -1.629443425 1.10845140
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57 -0.35065259 -0.552466540 1.442872107 -0.112929159 1.129245886 0.10211234
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57 -0.25775372 1.435592244 -1.730134328 -0.110282228 -1.137549803 0.20400506
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57 0.52753297 -0.340968203 -0.960761948 -0.159464144 -0.885480872 0.91043959
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58 0.25831062 -0.871718082 -1.864360525 -1.804438166 1.233681555 -0.11315393
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59 -1.31698254 -1.474873093 1.213961938 -0.617708672 0.633912098 -1.51692578
59 1.31461284 0.865580007 1.408600484 0.632258679 -1.833402270 1.11353054
59 0.71486674 0.518390408 -0.639133200 1.048611180 0.659869554 0.89145429
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59 1.81915439 -0.777066404 1.428283772 -0.550670487 1.533353184 1.57390777
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Z2 Z3
1 0.618895712 1.9046827797
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1 1.970736245 -0.2741052378
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2 1.771828237 1.7387654809
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3 0.624649262 1.7009197408
3 1.914216251 0.0281424103
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3 1.187344336 0.6392841032
3 1.326686860 -0.7529105023
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4 1.316804255 0.4257639786
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4 1.828999556 -1.3053897861
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5 -0.512817051 1.0725782029
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8 1.625293205 0.6098447619
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9 1.985087139 -0.3906539595
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10 1.628795014 -1.5183952376
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11 -1.708490571 -1.9162989845
11 1.497235014 0.5988489967
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11 0.138359034 1.3700178368
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y X1 X2 X3 X4 X5
1 2.30917751 -0.937965347 1.59355874 -1.176101700 -0.009203032 1.73882092
1 3.06722768 -0.511504401 1.77870107 -1.293772990 0.870474033 -1.15142991
1 6.14090823 0.291413453 0.64319117 0.748091387 1.967624379 0.60669506
1 9.63763785 1.632831160 0.51645618 -0.463585127 -0.479859282 -1.49777962
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42 -3.89331617 -0.767676033 -1.24442179 0.285388920 -1.356030610 -1.01242523
42 0.50833224 1.635570335 -1.23377911 1.875718429 -0.659382662 1.68938727
43 -6.06507402 -1.556730950 -0.38287571 -1.043802108 -1.813809555 -1.59581932
43 -0.22959670 -0.646762745 -0.05374296 1.253262491 -0.296577238 -1.61704103
43 -3.21171334 0.185972764 -0.24332786 1.232978013 0.562559285 1.10896148
43 -6.50206741 -0.751471813 -0.93254549 0.356178991 -1.997374608 -1.88195435
43 -1.69793418 -0.210821772 0.60751135 0.167467439 1.465553442 -0.63171248
44 10.67379220 0.947777533 1.92962418 0.236738315 1.484337935 1.56159523
44 2.46553957 -0.881846591 0.17329087 1.923801182 0.766355454 1.55378412
44 8.26504500 0.625135488 0.63955135 1.859867104 -0.652993852 -1.44798661
44 5.77400502 1.118904411 -0.89984255 -1.127840526 0.761926696 -1.85620314
44 7.02853543 0.888210023 -0.41222350 -0.427316521 -1.386199031 -0.57993140
45 -2.16199568 -1.776580558 0.26335700 1.305332662 1.621398708 -0.78996626
45 2.07323076 0.944608540 -0.53129798 0.703982650 1.124705642 -0.54705914
45 3.25599485 1.615871673 0.22768684 1.597467637 0.170203671 1.84224380
45 1.02863784 0.807259520 1.58836068 -0.813360746 0.465120744 -0.32169486
45 -3.50458466 0.310798033 -0.91107757 -0.458142333 1.702944464 0.25695801
46 -2.21392278 0.104066274 0.11017136 0.705468922 -0.569973667 1.89476128
46 -5.85598190 -0.458394144 -0.55960187 -1.350561550 -1.063898079 -0.40343677
46 -1.50817616 -1.127687327 1.96635615 0.321495171 1.665721344 1.67907946
46 -8.11775180 -1.802975855 -1.81456755 -1.636936584 -1.877779999 -1.60494450
46 -4.84194526 -0.645584594 -1.71239242 0.624396645 -0.243703834 -0.71733196
47 10.62049918 -0.009044589 1.45399944 1.359424198 0.541300242 1.55994074
47 5.88469237 0.279365518 -1.21711978 -1.424576937 -1.343596052 -1.21318605
47 10.40341326 0.947118956 1.40378201 1.028201485 -0.372122259 0.48234829
47 3.63835289 -1.140689920 1.78788383 -0.215493738 1.919040107 1.17016397
47 4.08126329 -0.778748970 -0.90175555 1.821727105 -1.412243765 0.93518215
48 -0.33225731 0.689165941 -0.08613379 0.993765215 0.534166825 0.73279077
48 -3.07416656 1.528470998 -1.93959721 -0.630257986 -1.136074035 -1.54403735
48 -1.16349098 0.750952792 -0.99192087 -0.878960689 1.623764117 0.11154017
48 -2.41261653 1.999453837 -0.69336744 0.949512456 0.344983758 1.76603841
48 1.84419336 -0.997854694 0.68852805 0.507877583 -1.325664565 -1.40421422
49 1.19918629 -0.548349418 1.92262784 -0.953579395 0.289034333 -0.86538683
49 -7.10067278 -1.248371458 -1.64327425 -0.724950666 -1.852377018 -1.25466373
49 -4.36662993 1.074983870 -1.61045803 1.478306786 -1.927630947 -1.18231315
49 -2.79944026 -0.236846210 0.54267504 -1.791645663 -1.213801110 -1.07258793
49 -5.87522362 -0.093163046 -1.20584404 -1.184356585 -0.636090034 -0.37559264
50 3.52750048 1.314808737 -1.78270948 -0.357946346 -0.532971947 0.31900927
50 3.79218186 -0.142662483 0.45553234 0.922092634 -0.984205729 0.36259176
50 5.24615115 -0.654986077 1.14252122 1.534400242 -1.517002288 1.90874665
50 -1.03460268 -1.421398565 0.31778662 -1.542099779 0.331870025 -1.16984726
50 7.02613853 1.472284173 0.10867793 -0.703409024 -1.186260501 -1.02901592
51 -0.46202329 0.384767001 -0.63007318 -1.008901697 1.402129167 -0.08310110
51 7.16545890 1.452216933 1.29828268 -0.407654608 -1.091899320 -1.49143180
51 2.41558526 1.469752735 0.11716180 -1.555146876 0.990849299 -0.94305198
51 -3.56536321 -1.763626867 -0.25105760 -0.313509719 0.870874462 -1.09183284
51 -5.31134100 -0.122041234 -1.77429684 -1.043243073 -1.619340515 -1.26198716
52 -3.60239143 1.909912022 -1.27946536 -1.848326121 1.443517798 0.73191104
52 -5.56387864 -1.114192192 -0.86221033 -1.838156236 -1.394430333 0.99375928
52 -1.51228063 -1.119746946 0.57710230 -0.332300803 0.195519170 1.81007383
52 -1.63758926 -0.871316035 1.84142011 -0.990943425 0.042898091 -0.54954173
52 -4.96359258 -1.523115299 -1.71562004 -1.565627054 -0.757739891 -0.61482588
53 -3.20008899 -0.836065431 0.46178341 0.059598584 -0.317377927 0.25483176
53 1.26429364 -0.456257104 1.32990293 1.444050380 1.662539380 0.92494686
53 -0.59816285 1.286170505 -1.05353628 1.941608570 -0.070742492 -1.99771791
53 -2.20746457 -1.068079798 1.08360537 -0.412950957 1.769633292 0.51342234
53 -4.53037814 1.942872578 -1.76490579 -0.126865660 -1.503284566 -0.51709502
54 1.24747848 1.963641692 -0.43318375 1.554323721 1.877111109 -0.23549193
54 -2.90795487 0.990673458 -1.21448803 -1.085336532 1.212935627 -0.41978703
54 0.87506205 -0.029845563 0.88031551 0.186275801 -1.183812704 -1.87644523
54 1.82753806 1.731239214 1.73668829 -1.172003234 -0.397412554 -1.45653557
54 1.72977658 0.468155985 0.77057555 0.148199128 1.316499503 0.70873770
55 4.05132244 0.821141071 1.42043363 0.640261378 -1.791670397 0.18216737
55 -8.43553591 -1.802976481 -1.16051182 -1.688712425 1.453131204 -0.08847199
55 1.04381026 1.125266636 -1.07977900 -0.627006907 0.227677817 -0.61027459
55 2.49868407 1.136557050 0.69364172 1.229819201 1.639821344 0.27283122
55 -2.02865923 0.210302959 -0.22086656 -0.604098579 1.045186529 1.80307675
56 -1.07401966 -0.855391192 -0.37189428 -0.563622990 -1.886223204 -1.67079466
56 -0.27895414 0.324038887 -0.87527205 -0.244803817 -0.573829080 -1.48787673
56 -0.61432955 -1.433486461 -0.29874628 -1.970961140 0.561258213 -0.94579608
56 2.63073526 -0.022330641 -0.14599364 1.872591643 -0.853465689 -1.14823349
56 2.25874169 -0.558862411 1.31707862 -0.650007670 1.931060820 1.78561132
57 6.85601992 0.886456026 0.69766173 -0.035901949 0.169862219 -0.53327947
57 6.29865956 -0.234112930 -1.68872582 0.731948211 0.943667078 -1.86794235
57 5.72718300 -0.251558526 1.31590686 0.425327037 -1.375391596 0.07912021
57 11.22155865 1.343741060 -1.93501811 1.589038632 0.729806163 -1.54914241
57 3.44876804 -0.459557382 -1.54922708 -0.770028437 1.523117961 1.60954111
58 -2.01996032 -0.809183253 0.14917416 0.216195728 -0.806874529 0.51914618
58 -3.97880976 1.412719010 0.31014834 0.720237450 -0.192111390 -0.39962596
58 -3.29302870 1.385001282 -1.93739217 1.759847295 1.641829388 -1.78184138
58 -1.08389438 -0.490093524 1.64504996 -1.270857248 1.096232465 0.57589916
58 -5.45913212 1.470543379 0.55930300 -0.220936455 0.722481172 -1.12074783
59 -0.45579138 -1.412907747 1.17354381 0.538599234 -0.060949822 1.28635145
59 1.96437728 1.441266781 -1.98272891 1.990626410 0.536502592 -0.56523523
59 5.56696028 1.797104062 0.79255964 0.020297376 -1.190787472 0.47308622
59 5.76137368 1.585773182 0.02786594 1.732931999 -0.281592357 -0.61172159
59 -7.64945376 -1.545393076 -0.92222359 -1.235164451 0.682753815 1.02386626
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60 -1.66865242 -0.804550974 -0.53988396 -1.909215751 -1.790124896 -1.47219742
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60 3.29253303 -0.222477054 0.07695983 -0.027858148 -1.075615413 -1.64823976
60 1.31824138 1.170689142 -0.52543601 -1.588371557 1.919210921 1.77034216
X6 X7 X8 X9 Z1 Z2
1 -0.45554363 -0.071679538 0.673866953 1.283785176 -0.937965347 1.59355874
1 -1.94643867 0.398263302 1.176959443 0.588240775 -0.511504401 1.77870107
1 -0.47044817 -0.025834772 -1.568225496 1.131731049 0.291413453 0.64319117
1 1.47876338 -1.255129594 0.894843784 0.212145247 1.632831160 0.51645618
1 -0.63860401 1.309493274 -0.354902281 0.118878321 -1.193272276 -1.75285492
2 -0.26136206 -1.189230979 -1.041482340 1.189235304 -1.602135359 1.65150370
2 0.85005871 0.844484890 -1.764262491 -0.178902186 -0.734913171 -0.82558651
2 -0.40002252 -1.513232316 0.569153034 -0.359663672 0.074537053 -0.16373709
2 -0.69859139 -1.018045944 1.505076851 1.243480971 0.648020306 -0.67042130
2 1.02834859 -1.426782482 1.115658710 0.419733161 -0.372679251 0.60348187
3 0.39236969 0.731152315 -0.189716674 0.458579887 1.904682780 -1.94768970
3 0.24360299 0.406164871 -1.299492926 0.228638155 0.927170048 0.86226426
3 0.10411090 -1.044525289 0.986793078 -0.684890724 -0.573092352 -1.58726306
3 1.94038090 -0.967336293 -1.580049438 -0.187474218 -0.274105238 -0.21486261
3 0.03056729 0.917238493 1.458179796 0.001763890 -1.407153757 0.56040418
4 0.84697547 0.362292635 -0.929967171 0.074304550 -0.347503162 0.52165649
4 -0.44437960 -1.558557580 -1.125418860 0.251131743 -1.744766078 1.36245822
4 -1.59650750 1.362028128 0.067187346 -1.483372582 -0.658050033 1.42452666
4 1.70920835 -0.728145262 -0.924197632 -0.974529584 0.894903786 -0.43456288
4 -0.86707000 1.131405348 -1.275326691 0.871741104 -0.649538666 -0.47802446
5 -1.15629700 1.047895446 -1.564774734 0.095944311 -0.950103560 0.04383879
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5 -1.46924010 -0.117286010 -0.005941877 -0.888135882 -0.711327774 -1.81415645
5 -0.15961422 0.414352271 -0.508533168 1.150162031 0.040500826 -0.32857497
5 1.77182824 -0.060041278 1.738765481 0.809850050 1.695873885 1.41600601
6 0.69484893 1.964396878 -1.435422697 -0.019993421 -1.231161860 -1.88885151
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6 -0.02961552 1.253740834 1.365406867 -0.584463038 -1.275072709 1.52127628
6 -0.15379264 -1.726213451 0.879655953 1.876835221 -0.090745161 -0.50774651
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7 -0.86846418 -1.563596146 1.346929079 -0.252275558 1.945246357 -0.54521276
7 1.39152860 -0.666888062 -1.715383904 0.248707151 -0.825577804 -0.22963013
7 -1.67104308 1.349666277 0.811114973 1.713932905 -0.402595572 -1.37314347
7 1.54583500 -0.892600633 0.795298149 -1.078134343 1.248526095 0.32882108
7 -0.11227708 0.348140566 -0.144150476 -1.112744982 -1.691393323 1.88064872
8 1.97499690 -0.096699845 -0.261129437 -0.376945671 -1.036753615 -1.41070840
8 -0.57037702 -0.021381896 0.058930611 -1.658755977 1.187344336 -1.42549223
8 0.99054025 -0.767790205 0.652043871 1.730287713 1.326686860 1.70091974
8 1.17163610 0.780048985 -1.427333654 1.353536267 -1.545969174 0.02814241
8 0.82343603 1.291173222 -0.622050425 1.517733185 1.853248065 -1.38059593
9 1.75365498 -0.156419282 -1.039534908 1.041253127 -1.833886284 -0.30760556
9 0.86333313 1.820586953 1.454522266 -1.378395109 -0.824032804 -0.53374553
9 -1.34765809 0.850160490 -0.256094393 1.397828372 0.003401949 1.77002129
9 -0.09524793 -0.411408267 -0.008527792 1.787271276 0.438995740 -1.50510574
9 0.76102689 -1.529117552 0.767710689 0.353676762 -0.943003802 -1.71986928
10 1.31680426 1.712710193 0.425763979 -1.827126964 -0.161698352 0.21670824
10 0.83590079 1.217563085 -1.882491338 -0.518760857 -0.263876606 0.75310095
10 -0.60579860 1.034787228 -0.654218568 -0.652486765 0.068039306 0.63223021
10 -1.48668850 1.828999556 -0.889367653 -1.305389786 1.384983011 0.65337090
10 -0.44768604 1.975655515 -1.531209799 0.487093118 -1.779342854 -0.11106319
11 0.10122201 -0.607102396 -0.338727994 0.213902814 1.483222212 -0.46998151
11 0.67099051 1.795752710 -1.692411847 -1.028173564 0.288681039 -1.62381644
11 -0.36688896 0.586716760 0.112195517 1.112170116 -1.955855716 -1.80138566
11 1.37035961 -1.858888933 1.849333234 0.607763774 1.625261045 1.28464927
11 0.94922187 0.385793823 0.834960205 1.320982816 1.082614526 1.31729722
12 1.43000615 -0.736486351 1.618186591 -1.101477965 1.899169854 1.73904047
12 -0.51646585 -1.608765850 -0.793226918 -1.876973716 -0.597497719 -0.61535160
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13 0.02337210 -1.682241227 0.237241083 1.718972824 -0.512817051 0.35171173
13 -0.45560147 0.029497019 1.156377888 1.603757082 1.195258198 1.65513857
13 -0.29560760 1.280686468 -1.329138968 1.003528751 -1.766742430 -1.20223127
13 -1.95296106 0.393581673 1.881806920 0.706275090 0.493742838 -0.52366550
13 1.67732708 -0.303385896 -0.105987607 0.592053783 -0.573434373 0.68563331
14 -0.60503676 -0.473471407 -0.013259120 -1.230809215 -0.274176081 -1.98093422
14 0.16934404 -0.109767538 1.608950991 -0.260397512 -1.890008484 0.41438277
14 0.43784345 1.342071800 0.205055867 -1.099466388 -1.413752628 1.62230904
14 -0.91451161 -1.514114015 -1.485741294 1.844385128 -0.309619368 0.82664613
14 -1.17907627 0.703232500 -0.231960857 -0.206290140 1.068548697 -0.94985136
15 0.50098134 1.434749812 0.708424406 -0.585656810 -0.090147156 -0.28609848
15 -1.05094059 -1.862244955 -0.608210128 -0.451505649 1.281119974 -1.88642827
15 0.06449566 1.883988583 1.788082086 -0.572211360 -1.933551157 1.01333080
15 1.22616731 0.980440545 -0.645504900 1.839874424 1.984444405 -1.16546410
15 -0.60694106 -0.906979033 -1.873147184 -0.465047181 0.539579343 1.99782162
16 1.78622700 -1.855215992 -1.915952628 -0.409175633 -1.856539463 0.79891506
16 0.97242603 -0.957184538 -0.941517489 -0.039886300 -1.119902386 1.64024371
16 -1.79685632 0.881663144 0.767206478 0.524194990 -0.532107161 1.38241044
16 1.92145912 -1.008423275 -1.861322436 0.893617249 -0.777214232 1.11417856
16 -1.12871019 -1.060336834 -1.748855482 -1.692936830 0.911321830 -0.39662629
17 -1.75211853 0.089845089 -0.231366307 -0.698955939 -0.671180216 1.13974191
17 -1.76039904 1.156925958 -1.369591667 1.883526267 1.779165622 1.21247619
17 -1.40737652 0.779013393 0.875440463 1.939281065 1.847413680 0.71107049
17 -1.70804846 -1.733695811 0.815767330 -1.843261129 1.597109999 0.32511031
17 -1.82845643 -1.928169014 1.540905220 1.574285152 -0.029136660 -0.67732765
18 -0.55826383 -1.041451087 1.971152353 -1.734027777 1.006183492 -1.16784395
18 -0.23135324 -0.565480946 0.159157448 -1.902994048 1.722367683 1.68330987
18 -1.49708311 1.571641650 -0.264792953 0.449692967 -0.149078901 -1.78905246
18 0.49745819 1.962509060 1.858694697 0.786434992 1.442764707 -0.35537828
18 -0.79027467 0.929684790 -1.406721427 1.204567549 -0.751854322 -0.17463514
19 1.58258519 -1.977089829 1.056077740 0.366141205 -1.465061967 1.10733599
19 1.50743365 1.278407286 0.075752350 -0.122483850 -0.245839729 0.54379939
19 -0.81406081 -1.301353284 -0.909258787 -0.654493578 0.483175759 -0.87145481
19 -1.46963236 1.372322208 -0.627187457 1.871349715 -1.188350352 -1.23496218
19 -0.93635637 -1.333151333 0.820301360 0.583367535 -1.463320909 -0.93785312
20 -1.11691645 0.023527938 -0.648717099 1.262256699 -0.369140590 -1.81583781
20 -1.99192307 0.905948324 -0.542272595 0.029691414 0.329552188 0.13944692
20 0.47677041 -1.890053540 0.555023879 -1.549629496 -0.764283740 -0.22935687
20 -0.38997631 -0.482347148 -1.868342690 1.625293205 -0.076137439 1.62546188
20 1.60013044 -0.453021351 0.784770354 -0.346644187 1.757579169 1.52416953
21 1.60858624 1.454402615 -1.291999615 -1.359742783 0.761566821 0.56047203
21 -0.88623995 -1.560568186 -0.937079200 -0.845559491 -0.984931444 -0.61430627
21 -0.21722860 -0.390972401 0.638200054 1.208516033 -0.355846520 -0.30897358
21 -0.91193706 -0.375699625 1.264222019 -1.343017273 -1.508435547 1.75763552
21 -0.68032670 -0.254082981 -0.315262621 1.159170941 -1.472133777 -0.46444308
22 -0.46140655 -1.303929826 1.115356166 1.821686364 -1.003495170 -1.66267810
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38 -1.14044149 -1.957387427 1.231405255 -1.195111958 -1.152754663 1.13510037
39 -1.27531650 -1.959479269 0.623152024 -1.866848576 1.243665018 -1.51965053
39 1.82589627 -1.141832304 -1.122512487 1.099808257 0.603626044 0.74519851
39 1.34959937 1.654939917 -1.962251427 -0.424161480 1.083924429 1.65650264
39 -0.61338947 -1.805378620 -1.683142019 1.139269034 -1.861766739 0.24139904
39 1.36834577 1.484923777 1.069803406 -1.866670817 0.234641124 0.30230418
40 -0.93338186 -0.865081279 1.850346368 1.654463177 -1.587293069 -1.32442248
40 -1.30471635 0.990153933 1.075764816 -0.014599413 0.402473847 0.07428453
40 1.58610918 0.251400779 1.046096707 -1.889061092 -1.597688369 -1.78270864
40 0.24937253 0.261543982 -1.389111410 -0.199442458 1.828744437 -1.27250149
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41 0.82902634 -1.319097898 -0.167013586 -1.821323744 1.777512952 -0.39211355
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42 1.01395847 1.798347857 -0.749187198 0.040992647 -1.878997830 1.75401109
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43 1.14526350 -0.585542791 1.542958045 1.574561169 -1.556730950 -0.38287571
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45 1.48665413 -1.039339395 1.038168858 1.074505137 1.615871673 0.22768684
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47 1.00688136 -1.770056026 1.256707732 -0.171814729 -0.009044589 1.45399944
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48 0.35648610 -1.602469546 -0.803995309 -1.396379964 0.689165941 -0.08613379
48 1.51310580 -0.838594183 -1.201198360 0.310593053 1.528470998 -1.93959721
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48 -0.11666581 0.890237296 -1.868115181 -0.024764904 1.999453837 -0.69336744
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50 -1.35901421 1.750199173 -0.975878919 -0.915275457 1.314808737 -1.78270948
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50 -1.61700943 0.858315254 -1.468727950 0.845832931 -0.654986077 1.14252122
50 -0.17483901 1.823162766 -1.279227060 -0.612848116 -1.421398565 0.31778662
50 -1.69698205 0.967432284 -1.680257929 -1.398127454 1.472284173 0.10867793
51 -1.93097614 -1.576526046 1.148685954 0.178120120 0.384767001 -0.63007318
51 1.73928106 -0.633621533 1.190356900 1.886277701 1.452216933 1.29828268
51 -1.51584042 -0.665622301 -1.104376421 -1.402795923 1.469752735 0.11716180
51 -0.37429743 1.097607748 -0.135369848 -0.545268761 -1.763626867 -0.25105760
51 1.15667143 0.148668632 -0.710624138 1.148427337 -0.122041234 -1.77429684
52 -0.18307868 0.227542681 1.344895503 -0.881804442 1.909912022 -1.27946536
52 0.67481879 1.607679469 -0.147245159 1.917875135 -1.114192192 -0.86221033
52 0.11636699 1.801303879 0.516398740 0.731700804 -1.119746946 0.57710230
52 -1.98871525 1.600673289 -0.243596691 1.632024458 -0.871316035 1.84142011
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53 -1.65695250 -1.606712928 0.434321614 -0.979624079 -0.836065431 0.46178341
53 0.70478703 1.178270777 0.369347700 -1.436912816 -0.456257104 1.32990293
53 0.43663098 1.270530217 1.640629811 0.101017696 1.286170505 -1.05353628
53 -1.61560360 -0.379942345 -0.424195954 -0.183733378 -1.068079798 1.08360537
53 -0.40438117 -1.989650879 1.856801108 0.086889496 1.942872578 -1.76490579
54 -1.75004773 -1.725030243 -0.877480420 0.896474960 1.963641692 -0.43318375
54 1.99015286 -1.246650802 0.571610812 -1.303503484 0.990673458 -1.21448803
54 -1.54460393 1.200765776 1.835143525 -0.718702476 -0.029845563 0.88031551
54 0.50133000 1.339296868 0.148436178 -0.448089046 1.731239214 1.73668829
54 -1.89765378 0.898750843 -0.274186727 -1.782024371 0.468155985 0.77057555
55 -0.95448396 1.209398165 1.765428306 -0.288794360 0.821141071 1.42043363
55 -1.57277823 -0.082019255 -1.306600264 -1.456338729 -1.802976481 -1.16051182
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55 -1.27638453 -0.411466622 0.820160165 1.227379842 1.136557050 0.69364172
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56 -0.61810484 -0.257963247 0.194288781 -0.703896179 -0.855391192 -0.37189428
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56 -0.89668525 1.891876295 0.442174799 1.620959803 -0.022330641 -0.14599364
56 -0.37731436 -1.548349640 -1.994087616 1.945259060 -0.558862411 1.31707862
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57 1.15439942 -0.007586764 -0.709600896 -0.753607525 1.343741060 -1.93501811
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58 -1.64385087 -1.475747729 1.501622244 1.176476180 -0.809183253 0.14917416
58 -1.47699516 -1.369619432 -1.955724973 0.534771864 1.412719010 0.31014834
58 1.51755404 -0.106095485 -1.833723278 -1.400957924 1.385001282 -1.93739217
58 0.60816101 1.002791523 -1.154564343 -0.056288661 -0.490093524 1.64504996
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60 -0.31060074 -0.355540927 0.160908144 1.910048690 1.170689142 -0.52543601
Z3 Z4 Z5 Z6 Z7 Z8
1 -1.176101700 -0.009203032 1.73882092 -0.45554363 -0.071679538 0.673866953
1 -1.293772990 0.870474033 -1.15142991 -1.94643867 0.398263302 1.176959443
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1 -0.463585127 -0.479859282 -1.49777962 1.47876338 -1.255129594 0.894843784
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