R/simulations_contrast.R
sim_contrast1.RdCreate simplest simulation, cj = mu 1 data used for contrast analysis
sim_contrast1(nsamp = 100, ncond = 5, err_sd = sqrt(0.5))number of samples of each type
number of conditions
the standard deviation of the errors
There is no true deviation exists in this case
sim_contrast1(100,5)
#> $C
#> condition_1 condition_2 condition_3 condition_4 condition_5
#> sample_1 10.010328 10.010328 10.010328 10.010328 10.010328
#> sample_2 10.152455 10.152455 10.152455 10.152455 10.152455
#> sample_3 9.553182 9.553182 9.553182 9.553182 9.553182
#> sample_4 10.855287 10.855287 10.855287 10.855287 10.855287
#> sample_5 10.469227 10.469227 10.469227 10.469227 10.469227
#> sample_6 9.905797 9.905797 9.905797 9.905797 9.905797
#> sample_7 10.250202 10.250202 10.250202 10.250202 10.250202
#> sample_8 9.551674 9.551674 9.551674 9.551674 9.551674
#> sample_9 12.481924 12.481924 12.481924 12.481924 12.481924
#> sample_10 10.939250 10.939250 10.939250 10.939250 10.939250
#> sample_11 11.210647 11.210647 11.210647 11.210647 11.210647
#> sample_12 10.466098 10.466098 10.466098 10.466098 10.466098
#> sample_13 9.823431 9.823431 9.823431 9.823431 9.823431
#> sample_14 9.785478 9.785478 9.785478 9.785478 9.785478
#> sample_15 9.407234 9.407234 9.407234 9.407234 9.407234
#> sample_16 8.053089 8.053089 8.053089 8.053089 8.053089
#> sample_17 9.319003 9.319003 9.319003 9.319003 9.319003
#> sample_18 10.443201 10.443201 10.443201 10.443201 10.443201
#> sample_19 11.268876 11.268876 11.268876 11.268876 11.268876
#> sample_20 9.645341 9.645341 9.645341 9.645341 9.645341
#> sample_21 10.054004 10.054004 10.054004 10.054004 10.054004
#> sample_22 9.674140 9.674140 9.674140 9.674140 9.674140
#> sample_23 10.170906 10.170906 10.170906 10.170906 10.170906
#> sample_24 9.439989 9.439989 9.439989 9.439989 9.439989
#> sample_25 9.954114 9.954114 9.954114 9.954114 9.954114
#> sample_26 9.319516 9.319516 9.319516 9.319516 9.319516
#> sample_27 10.732714 10.732714 10.732714 10.732714 10.732714
#> sample_28 9.790686 9.790686 9.790686 9.790686 9.790686
#> sample_29 9.982172 9.982172 9.982172 9.982172 9.982172
#> sample_30 11.310716 11.310716 11.310716 11.310716 11.310716
#> sample_31 9.097577 9.097577 9.097577 9.097577 9.097577
#> sample_32 10.720377 10.720377 10.720377 10.720377 10.720377
#> sample_33 9.124179 9.124179 9.124179 9.124179 9.124179
#> sample_34 10.085609 10.085609 10.085609 10.085609 10.085609
#> sample_35 10.639851 10.639851 10.639851 10.639851 10.639851
#> sample_36 9.497400 9.497400 9.497400 9.497400 9.497400
#> sample_37 9.445136 9.445136 9.445136 9.445136 9.445136
#> sample_38 10.833185 10.833185 10.833185 10.833185 10.833185
#> sample_39 8.312947 8.312947 8.312947 8.312947 8.312947
#> sample_40 9.850390 9.850390 9.850390 9.850390 9.850390
#> sample_41 9.076491 9.076491 9.076491 9.076491 9.076491
#> sample_42 8.055045 8.055045 8.055045 8.055045 8.055045
#> sample_43 9.586677 9.586677 9.586677 9.586677 9.586677
#> sample_44 10.079734 10.079734 10.079734 10.079734 10.079734
#> sample_45 10.130919 10.130919 10.130919 10.130919 10.130919
#> sample_46 10.853073 10.853073 10.853073 10.853073 10.853073
#> sample_47 11.543358 11.543358 11.543358 11.543358 11.543358
#> sample_48 10.928290 10.928290 10.928290 10.928290 10.928290
#> sample_49 9.206162 9.206162 9.206162 9.206162 9.206162
#> sample_50 8.873706 8.873706 8.873706 8.873706 8.873706
#> sample_51 10.044286 10.044286 10.044286 10.044286 10.044286
#> sample_52 9.943813 9.943813 9.943813 9.943813 9.943813
#> sample_53 9.822148 9.822148 9.822148 9.822148 9.822148
#> sample_54 10.541387 10.541387 10.541387 10.541387 10.541387
#> sample_55 10.523801 10.523801 10.523801 10.523801 10.523801
#> sample_56 8.532228 8.532228 8.532228 8.532228 8.532228
#> sample_57 9.036859 9.036859 9.036859 9.036859 9.036859
#> sample_58 9.425432 9.425432 9.425432 9.425432 9.425432
#> sample_59 11.082809 11.082809 11.082809 11.082809 11.082809
#> sample_60 11.324894 11.324894 11.324894 11.324894 11.324894
#> sample_61 10.927591 10.927591 10.927591 10.927591 10.927591
#> sample_62 8.689004 8.689004 8.689004 8.689004 8.689004
#> sample_63 8.668275 8.668275 8.668275 8.668275 8.668275
#> sample_64 8.138322 8.138322 8.138322 8.138322 8.138322
#> sample_65 10.883989 10.883989 10.883989 10.883989 10.883989
#> sample_66 9.343450 9.343450 9.343450 9.343450 9.343450
#> sample_67 8.906468 8.906468 8.906468 8.906468 8.906468
#> sample_68 9.512109 9.512109 9.512109 9.512109 9.512109
#> sample_69 10.188394 10.188394 10.188394 10.188394 10.188394
#> sample_70 9.967518 9.967518 9.967518 9.967518 9.967518
#> sample_71 9.157384 9.157384 9.157384 9.157384 9.157384
#> sample_72 11.768708 11.768708 11.768708 11.768708 11.768708
#> sample_73 11.731114 11.731114 11.731114 11.731114 11.731114
#> sample_74 8.124216 8.124216 8.124216 8.124216 8.124216
#> sample_75 10.056815 10.056815 10.056815 10.056815 10.056815
#> sample_76 10.143686 10.143686 10.143686 10.143686 10.143686
#> sample_77 9.837148 9.837148 9.837148 9.837148 9.837148
#> sample_78 10.099092 10.099092 10.099092 10.099092 10.099092
#> sample_79 10.025570 10.025570 10.025570 10.025570 10.025570
#> sample_80 9.839221 9.839221 9.839221 9.839221 9.839221
#> sample_81 9.934913 9.934913 9.934913 9.934913 9.934913
#> sample_82 9.565574 9.565574 9.565574 9.565574 9.565574
#> sample_83 9.116156 9.116156 9.116156 9.116156 9.116156
#> sample_84 11.154631 11.154631 11.154631 11.154631 11.154631
#> sample_85 10.378114 10.378114 10.378114 10.378114 10.378114
#> sample_86 9.496352 9.496352 9.496352 9.496352 9.496352
#> sample_87 8.922810 8.922810 8.922810 8.922810 8.922810
#> sample_88 9.498503 9.498503 9.498503 9.498503 9.498503
#> sample_89 8.964488 8.964488 8.964488 8.964488 8.964488
#> sample_90 11.575466 11.575466 11.575466 11.575466 11.575466
#> sample_91 10.108421 10.108421 10.108421 10.108421 10.108421
#> sample_92 9.250447 9.250447 9.250447 9.250447 9.250447
#> sample_93 10.865313 10.865313 10.865313 10.865313 10.865313
#> sample_94 11.023483 11.023483 11.023483 11.023483 11.023483
#> sample_95 11.210428 11.210428 11.210428 11.210428 11.210428
#> sample_96 8.150021 8.150021 8.150021 8.150021 8.150021
#> sample_97 10.790154 10.790154 10.790154 10.790154 10.790154
#> sample_98 9.263841 9.263841 9.263841 9.263841 9.263841
#> sample_99 9.860866 9.860866 9.860866 9.860866 9.860866
#> sample_100 10.304180 10.304180 10.304180 10.304180 10.304180
#>
#> $Chat
#> condition_1 condition_2 condition_3 condition_4 condition_5
#> sample_1 9.767947 9.379590 9.205176 10.050962 9.392705
#> sample_2 9.446330 10.369634 9.810639 10.612547 11.033864
#> sample_3 8.092585 8.340523 8.617058 10.535099 9.324889
#> sample_4 10.271281 11.379765 10.468121 9.377298 10.990780
#> sample_5 10.321164 11.333453 10.503974 10.879489 9.766818
#> sample_6 9.790228 10.698738 9.742571 10.631149 10.138887
#> sample_7 9.304797 10.520388 10.797574 11.194923 8.886004
#> sample_8 10.227689 10.253768 8.345499 10.591556 9.797552
#> sample_9 13.384143 12.897200 11.645229 11.363463 11.555275
#> sample_10 9.973926 11.064849 11.710015 9.946144 10.849212
#> sample_11 11.769092 11.485636 11.523098 10.724002 10.602581
#> sample_12 11.497815 9.982152 9.944097 11.147885 11.518841
#> sample_13 9.445730 9.124766 8.914223 9.605685 9.705926
#> sample_14 10.832206 10.182675 9.503958 9.868590 9.968186
#> sample_15 10.854916 9.635046 8.310170 10.001250 8.852556
#> sample_16 7.647149 8.735143 7.478507 8.682558 9.107173
#> sample_17 10.396478 9.282995 9.081452 9.245227 8.873060
#> sample_18 9.756559 9.835103 11.151892 10.770638 10.796988
#> sample_19 12.527568 11.606445 10.857879 12.041607 10.931870
#> sample_20 8.791303 10.649600 9.670535 11.416123 9.186869
#> sample_21 9.305133 9.646020 9.916237 9.978552 9.933138
#> sample_22 8.748892 8.729703 9.960059 9.700520 9.531797
#> sample_23 9.243393 11.052047 10.586428 9.988535 10.743460
#> sample_24 8.265625 9.247498 10.085178 10.044215 9.306941
#> sample_25 9.502014 8.452888 9.083071 10.407574 10.186354
#> sample_26 9.423004 9.938527 9.687269 9.727416 9.188104
#> sample_27 8.803552 9.403356 10.426821 10.849319 10.538487
#> sample_28 9.770937 10.791965 10.210111 9.192754 8.538565
#> sample_29 10.393157 8.767400 9.271865 9.364605 8.776648
#> sample_30 13.066050 11.195021 11.919073 10.628335 12.534633
#> sample_31 8.943329 7.742228 8.736853 9.513234 8.757970
#> sample_32 11.319013 10.181029 10.947288 11.012288 11.233798
#> sample_33 8.925400 8.438600 9.833579 6.659399 8.516236
#> sample_34 10.264116 10.763414 8.919224 10.259454 9.859982
#> sample_35 9.569534 10.625262 10.948399 10.506602 10.536228
#> sample_36 9.411107 9.997220 9.429828 9.932271 8.264895
#> sample_37 10.504175 8.830385 8.995578 8.880532 9.864780
#> sample_38 10.411429 10.517210 10.313102 10.283773 10.456296
#> sample_39 9.556109 8.113418 7.690627 7.464974 8.696228
#> sample_40 9.906219 10.460500 9.241981 10.387206 9.249100
#> sample_41 7.982207 9.633436 8.761573 9.976302 7.272858
#> sample_42 6.769244 6.848621 8.784939 9.420913 7.686814
#> sample_43 10.518628 8.673039 8.743623 9.431919 10.640518
#> sample_44 10.658839 10.671213 10.554475 9.591981 10.762419
#> sample_45 10.027316 10.035996 9.503581 9.819226 10.297140
#> sample_46 10.497026 10.840267 10.317440 10.926808 11.141825
#> sample_47 11.607929 12.076048 11.469295 11.130412 11.971213
#> sample_48 11.329254 10.711033 9.679991 12.235610 11.292085
#> sample_49 9.827738 9.257373 8.861771 9.481287 9.575689
#> sample_50 9.086434 9.464404 8.333493 9.690799 8.184003
#> sample_51 11.243064 9.329080 11.180730 9.479897 8.929017
#> sample_52 10.378573 11.139552 9.511518 10.555327 9.324777
#> sample_53 10.346869 9.444762 10.052202 10.055173 8.740931
#> sample_54 10.327845 10.510131 12.262567 10.761613 9.691214
#> sample_55 10.266528 10.738760 9.938329 10.901109 10.854661
#> sample_56 8.863650 6.852304 8.224723 8.409525 8.034216
#> sample_57 10.168057 9.181770 8.046807 8.825832 8.114923
#> sample_58 9.713044 8.926092 9.768364 8.896447 9.561839
#> sample_59 10.134600 9.653305 12.510626 11.042461 11.791791
#> sample_60 9.930458 12.041719 11.102661 11.953598 11.440707
#> sample_61 12.417097 10.603998 11.673163 11.460881 10.986806
#> sample_62 10.066182 9.144003 7.912727 9.779978 7.255777
#> sample_63 8.031406 9.826043 9.526428 8.897477 8.459184
#> sample_64 7.678347 8.384536 8.300518 9.251630 9.546473
#> sample_65 10.913665 10.656155 12.528881 10.054367 11.789234
#> sample_66 9.871429 8.803868 8.745743 9.411863 8.241428
#> sample_67 8.910037 8.729604 9.570170 9.095253 9.197464
#> sample_68 10.271374 9.182500 10.724111 11.049148 9.379022
#> sample_69 8.883001 9.497119 10.759816 10.662288 10.044234
#> sample_70 9.525201 9.972248 10.367942 11.124184 9.900022
#> sample_71 9.503572 8.398022 9.656281 10.068835 10.058576
#> sample_72 11.902471 11.149648 10.375143 11.659891 10.767313
#> sample_73 12.108527 12.020260 10.980566 12.311876 11.374693
#> sample_74 8.468399 8.922295 9.347740 7.910904 8.296693
#> sample_75 9.556352 9.594872 10.123720 10.969397 8.737255
#> sample_76 11.295213 9.279415 9.411478 10.520876 9.742858
#> sample_77 9.879119 9.709731 9.061901 9.056045 9.457374
#> sample_78 10.384069 10.501954 10.728807 10.072835 9.938456
#> sample_79 11.680952 10.034936 9.411352 9.833037 10.002570
#> sample_80 10.574061 11.286522 9.554407 9.598629 8.307030
#> sample_81 10.878390 10.546319 9.580077 9.610492 8.850842
#> sample_82 9.459975 8.736990 11.140416 9.058751 10.454827
#> sample_83 8.793248 7.256826 9.249168 9.237406 9.518015
#> sample_84 10.395423 10.774559 10.775796 11.655945 10.493267
#> sample_85 9.735866 9.812691 10.172772 9.490948 8.203393
#> sample_86 9.366718 9.611121 9.291450 9.244906 10.125877
#> sample_87 9.988109 9.513243 9.425756 10.067653 8.717296
#> sample_88 9.314009 9.247943 9.362653 9.383072 8.683241
#> sample_89 10.114720 8.112762 8.183492 8.220658 9.575258
#> sample_90 11.618536 12.174302 11.135020 12.118337 12.566898
#> sample_91 10.426834 8.593750 10.023145 9.114003 8.931065
#> sample_92 9.946430 8.760439 9.495910 9.640088 9.135106
#> sample_93 10.714484 11.150058 11.657541 10.378008 11.993967
#> sample_94 10.857472 10.578128 10.439376 10.793515 9.964429
#> sample_95 11.118157 11.340239 11.362806 11.683608 9.569423
#> sample_96 8.073629 7.857921 8.762486 7.971837 7.612398
#> sample_97 11.051203 10.802422 11.688487 9.760445 10.497205
#> sample_98 8.837823 10.279125 8.549278 9.204424 8.779115
#> sample_99 10.035097 11.100668 10.111033 8.324852 9.809696
#> sample_100 11.235537 11.419033 10.154163 9.895178 10.028816
#>
#> $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
#>