R/simulations_contrast.R
sim_contrast2.RdCreate simulation with signal data used for contrast analysis.
sim_contrast2(nsamp = 1000, ncond = 5, err_sd = sqrt(0.5))Number of samples of each type.
Number of conditions.
The standard deviation of the errors.
The first condition is the reference group. The deviations are the difference between the subsequent conditions with the reference group. The simulation consists of 90 10 different types of deviations: equal among conditions, present only in the first subsequent condition, independent across conditions.
sim_contrast2(100,5)
#> $C
#> condition_1 condition_2 condition_3 condition_4 condition_5
#> sample_1 11.112876 11.112876 11.112876 11.112876 11.112876
#> sample_2 9.476985 9.476985 9.476985 9.476985 9.476985
#> sample_3 10.332203 10.332203 10.332203 10.332203 10.332203
#> sample_4 9.321691 9.321691 9.321691 9.321691 9.321691
#> sample_5 8.779544 8.779544 8.779544 8.779544 8.779544
#> sample_6 11.038828 11.038828 11.038828 11.038828 11.038828
#> sample_7 10.285455 10.285455 10.285455 10.285455 10.285455
#> sample_8 10.703378 10.703378 10.703378 10.703378 10.703378
#> sample_9 9.811245 9.811245 9.811245 9.811245 9.811245
#> sample_10 9.928538 9.928538 9.928538 9.928538 9.928538
#> sample_11 10.009402 10.009402 10.009402 10.009402 10.009402
#> sample_12 7.823162 7.823162 7.823162 7.823162 7.823162
#> sample_13 10.558526 10.558526 10.558526 10.558526 10.558526
#> sample_14 10.530716 10.530716 10.530716 10.530716 10.530716
#> sample_15 9.805381 9.805381 9.805381 9.805381 9.805381
#> sample_16 8.758914 8.758914 8.758914 8.758914 8.758914
#> sample_17 8.557645 8.557645 8.557645 8.557645 8.557645
#> sample_18 8.361914 8.361914 8.361914 8.361914 8.361914
#> sample_19 10.795674 10.795674 10.795674 10.795674 10.795674
#> sample_20 10.172718 10.172718 10.172718 10.172718 10.172718
#> sample_21 9.915979 9.915979 9.915979 9.915979 9.915979
#> sample_22 9.892695 9.892695 9.892695 9.892695 9.892695
#> sample_23 10.754522 10.754522 10.754522 10.754522 10.754522
#> sample_24 9.983773 9.983773 9.983773 9.983773 9.983773
#> sample_25 8.355015 8.355015 8.355015 8.355015 8.355015
#> sample_26 10.326767 10.326767 10.326767 10.326767 10.326767
#> sample_27 9.373130 9.373130 9.373130 9.373130 9.373130
#> sample_28 8.982265 8.982265 8.982265 8.982265 8.982265
#> sample_29 11.798468 11.798468 11.798468 11.798468 11.798468
#> sample_30 9.691354 9.691354 9.691354 9.691354 9.691354
#> sample_31 11.483627 11.483627 11.483627 11.483627 11.483627
#> sample_32 9.929004 9.929004 9.929004 9.929004 9.929004
#> sample_33 9.568834 9.568834 9.568834 9.568834 9.568834
#> sample_34 8.301811 8.301811 8.301811 8.301811 8.301811
#> sample_35 11.770027 11.770027 11.770027 11.770027 11.770027
#> sample_36 10.866939 10.866939 10.866939 10.866939 10.866939
#> sample_37 12.027790 12.027790 12.027790 12.027790 12.027790
#> sample_38 9.374998 9.374998 9.374998 9.374998 9.374998
#> sample_39 9.647529 9.647529 9.647529 9.647529 9.647529
#> sample_40 9.551753 9.551753 9.551753 9.551753 9.551753
#> sample_41 9.377970 9.377970 9.377970 9.377970 9.377970
#> sample_42 11.317134 11.317134 11.317134 11.317134 11.317134
#> sample_43 10.461377 10.461377 10.461377 10.461377 10.461377
#> sample_44 8.114421 8.114421 8.114421 8.114421 8.114421
#> sample_45 11.315074 11.315074 11.315074 11.315074 11.315074
#> sample_46 10.998298 10.998298 10.998298 10.998298 10.998298
#> sample_47 11.056026 11.056026 11.056026 11.056026 11.056026
#> sample_48 9.529399 9.529399 9.529399 9.529399 9.529399
#> sample_49 11.674457 11.674457 11.674457 11.674457 11.674457
#> sample_50 10.510563 10.510563 10.510563 10.510563 10.510563
#> sample_51 9.565251 9.565251 9.565251 9.565251 9.565251
#> sample_52 10.752365 10.752365 10.752365 10.752365 10.752365
#> sample_53 8.829054 8.829054 8.829054 8.829054 8.829054
#> sample_54 9.863128 9.863128 9.863128 9.863128 9.863128
#> sample_55 8.978646 8.978646 8.978646 8.978646 8.978646
#> sample_56 9.721070 9.721070 9.721070 9.721070 9.721070
#> sample_57 10.789574 10.789574 10.789574 10.789574 10.789574
#> sample_58 11.659852 11.659852 11.659852 11.659852 11.659852
#> sample_59 11.516638 11.516638 11.516638 11.516638 11.516638
#> sample_60 9.542425 9.542425 9.542425 9.542425 9.542425
#> sample_61 10.992088 10.992088 10.992088 10.992088 10.992088
#> sample_62 10.291332 10.291332 10.291332 10.291332 10.291332
#> sample_63 12.097965 12.097965 12.097965 12.097965 12.097965
#> sample_64 9.080748 9.080748 9.080748 9.080748 9.080748
#> sample_65 11.224160 11.224160 11.224160 11.224160 11.224160
#> sample_66 11.623733 11.623733 11.623733 11.623733 11.623733
#> sample_67 9.373639 9.373639 9.373639 9.373639 9.373639
#> sample_68 7.880975 7.880975 7.880975 7.880975 7.880975
#> sample_69 9.577724 9.577724 9.577724 9.577724 9.577724
#> sample_70 10.298510 10.298510 10.298510 10.298510 10.298510
#> sample_71 8.636886 8.636886 8.636886 8.636886 8.636886
#> sample_72 9.379306 9.379306 9.379306 9.379306 9.379306
#> sample_73 8.520911 8.520911 8.520911 8.520911 8.520911
#> sample_74 8.488139 8.488139 8.488139 8.488139 8.488139
#> sample_75 7.860777 7.860777 7.860777 7.860777 7.860777
#> sample_76 9.224123 9.224123 9.224123 9.224123 9.224123
#> sample_77 10.135362 10.135362 10.135362 10.135362 10.135362
#> sample_78 10.417767 10.417767 10.417767 10.417767 10.417767
#> sample_79 9.960245 9.960245 9.960245 9.960245 9.960245
#> sample_80 10.024058 10.024058 10.024058 10.024058 10.024058
#> sample_81 9.639982 9.639982 9.639982 9.639982 9.639982
#> sample_82 10.330851 10.330851 10.330851 10.330851 10.330851
#> sample_83 7.914936 7.914936 7.914936 7.914936 7.914936
#> sample_84 8.776339 8.776339 8.776339 8.776339 8.776339
#> sample_85 9.352779 9.352779 9.352779 9.352779 9.352779
#> sample_86 9.410347 9.410347 9.410347 9.410347 9.410347
#> sample_87 9.821179 9.821179 9.821179 9.821179 9.821179
#> sample_88 10.131172 10.131172 10.131172 10.131172 10.131172
#> sample_89 12.796328 12.796328 12.796328 12.796328 12.796328
#> sample_90 9.547580 9.547580 9.547580 9.547580 9.547580
#> sample_91 8.876766 7.123230 7.495160 10.130116 9.203251
#> sample_92 7.538837 9.187422 8.173299 8.910710 9.302405
#> sample_93 9.321287 7.996022 11.989409 10.794938 10.552587
#> sample_94 7.827639 7.827639 7.827639 7.827639 7.682084
#> sample_95 7.653795 7.653795 7.653795 7.653795 9.693960
#> sample_96 11.952737 11.952737 11.952737 11.952737 11.403299
#> sample_97 9.009891 9.952479 9.952479 9.952479 9.952479
#> sample_98 10.640522 10.709927 10.709927 10.709927 10.709927
#> sample_99 9.593289 10.473760 10.473760 10.473760 10.473760
#> sample_100 8.645291 9.210152 9.210152 9.210152 9.210152
#>
#> $Chat
#> condition_1 condition_2 condition_3 condition_4 condition_5
#> sample_1 11.612939 11.920774 9.779221 10.272481 11.043696
#> sample_2 10.073335 8.701137 9.235700 10.249176 7.895511
#> sample_3 10.048753 10.964240 10.000185 10.958880 10.222161
#> sample_4 9.470914 8.988463 9.459212 8.561571 9.852436
#> sample_5 8.761785 7.986512 9.035379 9.502620 9.196170
#> sample_6 9.828917 11.461365 10.911319 10.864461 9.366800
#> sample_7 10.467011 9.185101 10.885105 9.836431 9.210986
#> sample_8 10.371701 10.683230 10.188096 11.209452 11.255216
#> sample_9 10.867837 9.549636 9.502382 10.179315 9.147487
#> sample_10 9.733837 8.993628 10.118728 10.021149 8.354110
#> sample_11 10.685891 9.863536 9.712434 10.183740 10.401833
#> sample_12 8.014373 8.627455 7.221493 8.197938 8.068810
#> sample_13 9.354545 10.421923 10.125670 10.119508 10.264824
#> sample_14 9.478231 10.560416 11.136864 11.442282 9.726815
#> sample_15 8.951141 9.459801 10.633297 10.057807 10.268088
#> sample_16 9.061714 9.192178 9.169471 8.048107 8.114971
#> sample_17 9.666290 8.444018 9.329960 8.569957 7.738108
#> sample_18 9.014909 7.712705 9.337310 9.424684 8.434758
#> sample_19 10.871268 10.631069 11.246468 10.572334 11.628324
#> sample_20 11.755718 10.956356 10.389807 10.114504 10.578387
#> sample_21 9.327095 9.108092 10.363594 10.142456 9.213503
#> sample_22 8.989522 9.524933 9.551194 9.682637 9.552772
#> sample_23 10.162268 10.542809 10.429295 12.185004 10.481481
#> sample_24 10.801179 9.948522 9.084018 11.107587 9.347739
#> sample_25 9.099815 8.096744 9.113172 8.869091 7.069250
#> sample_26 9.769580 11.792588 10.461777 10.708981 9.490981
#> sample_27 10.075448 10.474575 9.354416 9.318598 8.238943
#> sample_28 8.920015 9.296351 10.357068 6.821775 9.127073
#> sample_29 12.360760 12.963458 11.985304 10.836331 11.920721
#> sample_30 8.256713 9.950940 10.062025 10.002933 9.871062
#> sample_31 10.986812 12.803184 11.248194 12.472922 12.123940
#> sample_32 9.759519 10.209265 11.407914 9.280117 10.737185
#> sample_33 8.648682 9.123768 9.934220 8.856445 10.667477
#> sample_34 8.183303 7.730047 8.175802 7.203459 8.148803
#> sample_35 10.993553 12.460221 12.130559 10.330741 10.625608
#> sample_36 11.320347 11.382371 10.802519 11.083037 11.548823
#> sample_37 12.131099 12.649183 11.906146 11.289726 13.186872
#> sample_38 9.719832 10.041557 10.256391 8.726802 9.644104
#> sample_39 9.071742 9.641730 10.050009 9.459925 8.953806
#> sample_40 9.492893 8.815140 10.573806 9.804967 10.054464
#> sample_41 9.806247 8.611052 9.358086 9.949587 9.500092
#> sample_42 11.739986 10.439474 10.625322 11.471500 9.839465
#> sample_43 10.160425 11.279384 9.855807 10.001094 10.531547
#> sample_44 8.436280 8.470219 8.309925 8.012600 8.312650
#> sample_45 10.812433 11.576739 10.325465 11.809582 11.474549
#> sample_46 10.533977 10.692670 10.110578 11.749925 11.425145
#> sample_47 10.730390 10.149973 12.773542 10.121748 11.271366
#> sample_48 9.713253 8.528516 8.722669 9.952589 9.316014
#> sample_49 11.755312 11.787535 10.774421 10.899761 12.320109
#> sample_50 9.632640 9.448960 10.987263 11.162096 10.914650
#> sample_51 9.895877 9.606795 10.004906 9.953448 10.473073
#> sample_52 9.296556 10.409852 9.603942 9.361771 10.774521
#> sample_53 9.469768 8.849592 9.899888 8.104049 8.897747
#> sample_54 10.142261 10.978081 9.171521 10.591739 9.877185
#> sample_55 9.795235 8.961324 8.080844 9.407419 10.202260
#> sample_56 11.050922 8.512319 8.784869 10.262031 9.369246
#> sample_57 10.267875 10.977363 11.621719 10.042298 10.460889
#> sample_58 13.016399 10.436669 11.641207 11.748672 10.614006
#> sample_59 10.878206 11.562510 10.615273 12.160128 10.846232
#> sample_60 9.585527 10.006147 9.657519 8.692155 9.364524
#> sample_61 10.543851 11.084211 10.773174 11.173954 11.617265
#> sample_62 9.532162 9.277329 10.585792 9.830045 9.884725
#> sample_63 11.924266 12.321342 13.297964 12.053497 12.289358
#> sample_64 8.158957 9.844060 8.536411 9.319391 9.722231
#> sample_65 11.409154 10.519990 11.258750 10.989933 11.225182
#> sample_66 11.843503 12.139452 11.172351 12.490114 11.969018
#> sample_67 8.413402 9.301622 10.066273 8.560966 9.785060
#> sample_68 7.584451 6.970632 8.472406 7.227208 7.880818
#> sample_69 10.044277 8.646801 9.687549 11.420590 8.716160
#> sample_70 10.303451 8.754966 10.017321 10.567668 10.584749
#> sample_71 8.697739 6.354508 9.123155 8.387458 8.216173
#> sample_72 10.005642 9.645300 10.447807 10.515162 9.331613
#> sample_73 8.225850 8.662388 8.881044 7.274345 8.457132
#> sample_74 8.502206 10.289030 7.850329 7.477841 8.734841
#> sample_75 9.528359 8.042644 7.475723 8.262549 8.156939
#> sample_76 8.863283 8.906678 9.330385 10.412297 9.102246
#> sample_77 8.435700 10.196003 9.897381 10.629885 9.679073
#> sample_78 10.868148 10.435757 9.138783 11.030527 9.780341
#> sample_79 10.901947 10.594643 8.941887 10.479099 10.094622
#> sample_80 10.254727 8.629706 9.878878 10.289294 9.929535
#> sample_81 10.705339 10.516198 10.578385 9.199003 9.376651
#> sample_82 10.316872 9.686141 11.484874 9.232379 10.365578
#> sample_83 6.642212 9.791725 7.892689 6.664461 7.185101
#> sample_84 9.582537 8.906365 9.492733 10.351326 9.651220
#> sample_85 8.523558 8.837608 10.331636 9.139476 10.310514
#> sample_86 10.863320 9.754889 9.348182 8.764619 9.887433
#> sample_87 8.633519 9.808937 10.080948 10.128097 9.158938
#> sample_88 10.334467 8.885906 10.681905 9.949083 10.041725
#> sample_89 13.373149 12.420792 13.543795 14.647118 13.012258
#> sample_90 10.349712 9.016755 8.790160 9.743563 9.331780
#> sample_91 10.144071 8.719036 6.463988 10.305880 8.950317
#> sample_92 6.995637 9.849778 8.082554 9.772127 8.817013
#> sample_93 9.227238 7.684959 11.850470 12.040445 11.313421
#> sample_94 7.630067 6.895703 7.747427 8.802946 8.945179
#> sample_95 8.238259 7.939007 8.418984 6.806972 8.943941
#> sample_96 11.723776 12.716442 12.463943 12.080509 11.818592
#> sample_97 10.010867 9.991878 10.077726 10.877267 9.513966
#> sample_98 9.768997 11.061356 11.935893 10.697473 11.265070
#> sample_99 9.088488 10.815952 10.757100 11.180100 9.819506
#> sample_100 7.104634 9.216655 9.417679 8.047312 8.589307
#>
#> $Shat
#> condition_1 condition_2 condition_3 condition_4 condition_5
#> sample_1 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_2 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_3 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_4 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_5 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_6 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_7 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_8 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_9 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_10 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_11 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_12 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_13 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_14 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_15 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_16 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_17 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_18 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_19 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_20 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_21 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_22 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_23 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_24 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_25 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_26 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_27 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_28 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_29 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_30 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_31 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_32 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_33 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_34 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_35 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_36 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_37 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_38 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_39 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_40 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_41 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_42 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_43 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_44 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_45 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_46 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_47 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_48 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_49 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_50 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_51 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_52 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_53 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_54 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_55 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_56 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_57 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_58 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_59 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_60 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_61 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_62 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_63 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_64 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_65 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_66 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_67 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_68 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_69 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_70 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_71 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_72 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_73 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_74 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_75 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_76 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_77 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_78 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_79 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_80 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_81 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_82 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_83 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_84 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_85 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_86 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_87 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_88 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_89 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_90 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_91 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_92 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_93 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_94 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_95 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_96 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_97 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_98 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_99 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#> sample_100 0.7071068 0.7071068 0.7071068 0.7071068 0.7071068
#>