Simulated datasets, not necessarily drawn from a normal distribution.
Source:R/data-simulated_dist.R
simulated_dist.RdData were simulated in R, and some of the simulations do not represent data from actual normal distributions.
Format
The format is: List of 4 $ d1: dataset of 100 observations. $ d2: dataset of 50 observations. $ d3: num dataset of 500 observations. $ d4: dataset of 15 observations. $ d5: num dataset of 25 observations. $ d6: dataset of 50 observations.
Examples
data(simulated_dist)
lapply(simulated_dist, qqnorm)
#> $d1
#> $d1$x
#> [1] 0.93458929 -0.16365849 -1.05812162 -1.15034938 -0.97411388 0.51007346
#> [7] 0.21470157 -0.42614801 0.37185609 0.29237490 -0.37185609 -1.51410189
#> [13] 0.03760829 -0.13830421 1.69539771 0.39885507 -1.01522203 0.31863936
#> [19] -0.26631061 -1.95996398 -1.69539771 0.16365849 -0.34512553 0.65883769
#> [25] 1.81191067 1.10306256 0.75541503 1.15034938 0.45376219 -0.65883769
#> [31] 0.24042603 -0.06270678 -1.10306256 1.25356544 0.18911843 -0.89647336
#> [37] -1.37220381 -0.93458929 -0.08784484 -0.69030882 0.11303854 0.34512553
#> [43] -0.21470157 -0.59776013 1.20035886 0.56805150 -0.51007346 0.13830421
#> [49] -0.29237490 0.42614801 -0.18911843 -1.43953147 1.01522203 -2.57582930
#> [55] -0.03760829 -0.11303854 -0.82389363 -0.31863936 -0.24042603 -1.31057911
#> [61] 1.95996398 0.06270678 1.37220381 0.59776013 0.26631061 -0.72247905
#> [67] 2.17009038 0.01253347 -1.20035886 1.51410189 -2.17009038 0.85961736
#> [73] 1.05812162 -1.59819314 0.89647336 -0.48172685 1.43953147 -0.39885507
#> [79] 0.53883603 -1.81191067 0.69030882 2.57582930 -0.78919165 -0.56805150
#> [85] 0.78919165 -0.01253347 -0.85961736 -0.75541503 0.48172685 0.72247905
#> [91] 1.31057911 1.59819314 0.08784484 0.97411388 -0.53883603 0.82389363
#> [97] -1.25356544 -0.62800601 -0.45376219 0.62800601
#>
#> $d1$y
#> [1] 94.26 79.54 68.06 63.96 68.19 89.73 85.41 76.29 87.96 87.32
#> [11] 77.23 58.01 82.76 80.17 111.07 88.07 68.12 87.58 78.14 39.64
#> [21] 54.84 84.88 77.49 91.56 112.59 97.78 92.86 100.78 88.17 71.69
#> [31] 86.64 80.79 64.77 103.20 84.88 69.51 60.65 68.41 80.48 71.39
#> [41] 84.21 87.66 78.76 74.04 101.89 89.83 74.83 84.47 77.82 88.07
#> [51] 79.19 58.31 96.49 4.27 81.02 80.36 69.74 77.78 78.58 62.12
#> [61] 116.55 83.32 103.85 90.29 86.96 71.35 119.21 82.68 63.13 109.77
#> [71] 30.63 93.48 97.25 56.43 94.07 74.97 105.69 76.50 89.74 47.85
#> [81] 92.37 128.92 70.12 74.07 92.88 81.49 69.54 70.66 88.60 92.74
#> [91] 103.38 109.85 83.35 94.64 74.30 93.15 62.33 72.77 75.63 91.18
#>
#>
#> $d2
#> $d2$x
#> [1] 0.49585035 -0.61281299 -0.17637416 -0.43991317 -0.95416525 1.88079361
#> [7] -0.49585035 -0.38532047 0.55338472 0.27931903 1.47579103 0.33185335
#> [13] 1.64485363 0.80642125 1.22652812 -0.87789630 -1.64485363 0.87789630
#> [19] 0.02506891 1.12639113 -0.22754498 -0.80642125 -1.47579103 -1.34075503
#> [25] 0.61281299 -0.07526986 -1.88079361 -1.12639113 -0.67448975 -0.73884685
#> [31] 1.34075503 -0.12566135 2.32634787 -1.22652812 -0.02506891 0.17637416
#> [37] 0.95416525 0.38532047 -1.03643339 0.12566135 -0.33185335 0.43991317
#> [43] -0.55338472 0.22754498 1.03643339 -0.27931903 0.73884685 -2.32634787
#> [49] 0.07526986 0.67448975
#>
#> $d2$y
#> [1] 10.410 8.256 9.035 8.487 7.985 12.801 8.367 8.619 10.431 9.883
#> [11] 12.596 9.962 12.641 11.221 12.362 8.111 5.772 11.269 9.259 12.357
#> [21] 8.928 8.173 6.020 6.590 10.582 9.163 5.017 7.320 8.195 8.181
#> [31] 12.547 9.042 13.811 7.195 9.215 9.873 11.662 10.123 7.784 9.383
#> [41] 8.754 10.248 8.332 9.878 11.794 8.868 11.171 4.703 9.362 10.648
#>
#>
#> $d3
#> $d3$x
#> [1] -0.603764838 -0.493017814 -1.075837361 0.866894167 -1.287270563
#> [6] 0.052663527 -0.266310613 0.250759572 -0.990356294 -1.084823128
#> [11] 1.066937632 0.926858513 2.074854734 0.715985990 0.143367435
#> [16] 0.420664620 0.409735480 -1.439531471 -0.845198535 1.926836573
#> [21] 0.082813292 1.210727133 0.504371986 1.298836633 0.448212281
#> [26] 1.049387085 -0.102953344 -1.334622287 -0.313369439 -0.194224628
#> [31] -1.006864279 0.002506631 1.425544037 -0.287146694 -0.562170292
#> [36] 1.287270563 -0.852385798 0.261119960 0.224973358 -0.382622075
#> [41] -1.190118042 -0.245589523 0.493017814 -1.131130901 -0.404289290
#> [46] -0.158579730 -0.302855481 0.568051498 -0.057684425 -0.573952419
#> [51] 0.017547298 -1.425544037 -0.189118426 0.709522974 -0.214701568
#> [56] 0.690308824 0.459326111 -0.118085389 0.585814766 1.346938626
#> [61] -1.995393310 1.695397710 -2.365618127 -0.128188248 -2.575829304
#> [66] -1.483280127 -0.297611102 1.716886018 0.163658486 -0.481726850
#> [71] 0.168741468 0.476104403 -0.281926330 -1.231863709 -0.163658486
#> [76] 1.093897353 0.276713637 -0.533048511 -1.895697924 1.580466818
#> [81] 1.995393310 1.398376621 -0.409735480 2.170090378 0.184017151
#> [86] -0.308108202 0.334503036 1.546433122 -0.123135248 -0.585814766
#> [91] 0.521526572 -0.261119960 -0.527278791 0.696684917 1.253565438
#> [96] 0.178920660 0.287146694 -0.255936332 0.573952419 -0.361133034
#> [101] 0.022561568 0.426148008 0.748763107 0.199335898 -0.153505060
#> [106] 2.365618127 -1.346938626 -0.017547298 0.230118101 0.911560735
#> [111] 0.845198535 1.221227222 -0.782365165 -0.027576406 0.481726850
#> [116] 0.087844838 -1.140687476 0.510073457 2.747781385 0.658837693
#> [121] 0.802956288 1.616436371 -0.683960672 0.266310613 0.102953344
#> [126] -1.200358858 -1.739197665 0.533048511 -2.290367878 1.359462745
#> [131] -0.889005731 -0.768820293 -1.411830078 0.538836030 -0.775574943
#> [136] -0.442676144 -0.742144154 0.437153541 -0.762100541 -0.007519956
#> [141] -0.240426031 -0.138304208 0.128188248 -0.640265509 2.033520149
#> [146] 0.057684425 -1.112321367 1.439531471 -1.563223647 0.072756358
#> [151] -0.448212281 0.355787114 -1.040731886 0.062706778 1.084823128
#> [156] 0.823893630 -1.546433122 1.895697924 1.468383798 0.209574223
#> [161] -0.755415026 -0.077783842 -0.789191653 0.677639965 0.388021666
#> [166] -0.809895915 -0.510073457 -1.580466818 -1.264641136 1.598193140
#> [171] 1.674664889 1.453806359 -1.616436371 0.077783842 1.190118042
#> [176] -1.275874179 0.235268941 0.703089460 1.264641136 0.214701568
#> [181] 1.739197665 -0.072756358 -1.032153958 -0.097914734 1.483280127
#> [186] -0.550465695 -1.058121618 0.255936332 -0.729002718 -1.695397710
#> [191] 0.366489294 0.118085389 -0.042625585 0.012533470 -2.074854734
#> [196] -0.318639364 0.775574943 -1.180000540 -0.148434341 1.275874179
#> [201] 0.889005731 -0.974113877 -1.253565438 -1.498513068 0.782365165
#> [206] -0.184017151 0.442676144 2.226211769 -0.204452382 -1.023651312
#> [211] -0.292374896 1.121676528 -0.437153541 -0.579873392 0.640265509
#> [216] 0.729002718 -2.120071690 1.131130901 -1.674664889 0.609791399
#> [221] 0.591776891 0.302855481 1.372203809 -0.966088297 -0.002506631
#> [226] -1.786613365 1.180000540 -0.012533470 -0.350451343 0.107994569
#> [231] 0.350451343 -0.609791399 -0.420664620 1.242641419 -0.715985990
#> [236] 1.170002408 -1.762410298 -0.230118101 -0.919182735 0.762100541
#> [241] -0.903991328 0.393432594 -0.665078946 0.579873392 0.646431416
#> [246] -0.859617364 1.032153958 0.240426031 0.398855066 0.123135248
#> [251] -1.298836633 -0.092878609 -0.143367435 -1.385171608 -0.393432594
#> [256] -0.634123849 -0.671346215 -0.377233617 -1.926836573 -0.334503036
#> [261] -1.635234015 0.603764838 -1.530067588 1.866295743 -1.398376621
#> [266] 1.103062556 0.982202695 -0.371856089 -1.160119883 -0.735557557
#> [271] 0.966088297 1.322505137 -0.556308467 -0.487364565 -0.235268941
#> [276] -0.830953321 -0.067730713 -0.748763107 1.635234015 -1.468383798
#> [281] 0.852385798 -0.866894167 -0.464904288 -0.597760126 -0.621911596
#> [286] 0.318639364 -0.329205984 1.006864279 -0.209574223 1.563223647
#> [291] 0.007519956 -0.415193851 0.838054670 -1.121676528 -0.911560735
#> [296] -3.090232306 -0.178920660 -0.276713637 -0.398855066 -2.457263390
#> [301] 0.313369439 2.457263390 -0.982202695 0.809895915 1.530067588
#> [306] 1.310579112 -1.654627902 -1.093897353 1.150349380 -1.322505137
#> [311] -0.047643956 0.148434341 -1.221227222 0.415193851 0.498686864
#> [316] -0.958124465 0.158579730 0.735557557 -0.926858513 1.838423669
#> [321] -1.453806359 0.329205984 -0.366489294 -0.199335898 0.323918153
#> [326] -0.709522974 1.654627902 0.173828813 0.597760126 0.990356294
#> [331] -0.677639965 1.498513068 -1.514101888 -0.703089460 0.628006014
#> [336] 0.683960672 0.092878609 -1.372203809 0.404289290 0.371856089
#> [341] -1.716886018 0.722479052 0.189118426 -0.504371986 -2.170090378
#> [346] 1.959963985 -1.866295743 -1.959963985 0.067730713 0.896473364
#> [351] 0.042625585 0.527278791 0.027576406 -1.049387085 0.830953321
#> [356] -0.133244524 0.816874766 0.958124465 0.037608288 0.047643956
#> [361] 1.023651312 -0.628006014 2.120071690 -0.521526572 -1.242641419
#> [366] -0.323918153 0.515791557 1.811910673 0.665078946 -0.345125531
#> [371] 0.097914734 -0.431644239 0.339809491 0.297611102 -0.950220942
#> [376] -0.052663527 0.487364565 -0.032591937 -0.896473364 -0.796055117
#> [381] -1.310579112 -0.802956288 0.950220942 -0.224973358 -0.271508452
#> [386] -0.459326111 0.634123849 -0.498686864 0.544641655 0.194224628
#> [391] -1.170002408 -0.942376333 0.934589291 0.652621998 0.204452382
#> [396] 0.550465695 -0.113038541 0.796055117 -0.062706778 1.160119883
#> [401] -1.103062556 0.903991328 0.153505060 -0.355787114 -1.359462745
#> [406] -0.591776891 0.859617364 -0.838054670 0.133244524 -1.838423669
#> [411] 0.345125531 -0.881587347 -0.476104403 0.556308467 0.942376333
#> [416] 1.514101888 -0.426148008 -0.250759572 0.562170292 0.032591937
#> [421] -0.823893630 -2.747781385 0.361133034 -1.150349380 0.998576271
#> [426] 0.881587347 -1.015222033 -0.816874766 -0.722479052 0.755415026
#> [431] 1.786613365 -0.022561568 -0.087844838 0.974113877 -0.339809491
#> [436] 1.140687476 0.138304208 1.385171608 1.411830078 0.768820293
#> [441] 0.308108202 0.245589523 0.742144154 0.113038541 1.762410298
#> [446] 0.453762190 1.200358858 -0.646431416 -0.568051498 -1.598193140
#> [451] 1.112321367 0.271508452 0.615840189 1.015222033 -0.168741468
#> [456] -0.219834564 -0.107994569 0.464904288 -0.934589291 0.919182735
#> [461] -0.690308824 -0.696684917 0.671346215 1.058121618 -1.066937632
#> [466] 1.334622287 -0.544641655 -0.615840189 -0.658837693 -0.453762190
#> [471] -0.082813292 -0.515791557 0.219834564 2.575829304 0.789191653
#> [476] 0.621911596 -0.874217165 3.090232306 0.431644239 -0.652621998
#> [481] -0.388021666 -0.538836030 -0.998576271 -1.210727133 -2.033520149
#> [486] 1.040731886 1.075837361 -0.470496968 2.290367878 -0.173828813
#> [491] -1.811910673 0.377233617 0.292374896 0.874217165 -2.226211769
#> [496] -0.037608288 0.382622075 0.281926330 1.231863709 0.470496968
#>
#> $d3$y
#> [1] -2.271 -2.205 -2.516 -1.583 -2.641 -1.948 -2.109 -1.847 -2.484 -2.523
#> [11] -1.458 -1.544 -0.976 -1.652 -1.894 -1.781 -1.788 -2.733 -2.422 -1.015
#> [21] -1.939 -1.381 -1.754 -1.358 -1.770 -1.460 -2.018 -2.659 -2.137 -2.064
#> [31] -2.503 -1.969 -1.309 -2.121 -2.247 -1.361 -2.423 -1.846 -1.851 -2.164
#> [41] -2.579 -2.094 -1.758 -2.553 -2.175 -2.037 -2.134 -1.728 -2.008 -2.269
#> [51] -1.962 -2.729 -2.063 -1.657 -2.076 -1.678 -1.766 -2.022 -1.716 -1.330
#> [61] -3.047 -1.198 -3.141 -2.026 -3.251 -2.766 -2.127 -1.191 -1.879 -2.203
#> [71] -1.871 -1.762 -2.114 -2.617 -2.041 -1.446 -1.844 -2.224 -3.023 -1.231
#> [81] -1.001 -1.324 -2.180 -0.937 -1.862 -2.136 -1.821 -1.245 -2.025 -2.270
#> [91] -1.746 -2.103 -2.224 -1.676 -1.369 -1.865 -1.841 -2.098 -1.728 -2.152
#> [101] -1.959 -1.781 -1.635 -1.856 -2.037 -0.793 -2.663 -1.976 -1.851 -1.548
#> [111] -1.594 -1.375 -2.372 -1.983 -1.761 -1.937 -2.559 -1.753 -0.600 -1.688
#> [121] -1.605 -1.215 -2.310 -1.846 -1.919 -2.582 -2.923 -1.740 -3.141 -1.330
#> [131] -2.460 -2.361 -2.727 -1.740 -2.372 -2.187 -2.339 -1.777 -2.358 -1.973
#> [141] -2.094 -2.028 -1.905 -2.289 -1.001 -1.948 -2.550 -1.304 -2.810 -1.943
#> [151] -2.190 -1.809 -2.509 -1.948 -1.455 -1.600 -2.810 -1.021 -1.264 -1.853
#> [161] -2.357 -2.012 -2.379 -1.681 -1.795 -2.390 -2.217 -2.812 -2.625 -1.219
#> [171] -1.210 -1.303 -2.825 -1.940 -1.388 -2.627 -1.850 -1.661 -1.369 -1.853
#> [181] -1.177 -2.011 -2.505 -2.017 -1.262 -2.238 -2.513 -1.847 -2.333 -2.874
#> [191] -1.802 -1.914 -2.002 -1.963 -3.067 -2.139 -1.611 -2.574 -2.037 -1.368
#> [201] -1.574 -2.480 -2.620 -2.770 -1.608 -2.062 -1.773 -0.881 -2.073 -2.505
#> [211] -2.122 -1.438 -2.187 -2.270 -1.692 -1.647 -3.085 -1.436 -2.867 -1.702
#> [221] -1.708 -1.837 -1.327 -2.478 -1.971 -2.941 -1.395 -1.975 -2.145 -1.919
#> [231] -1.810 -2.276 -2.183 -1.370 -2.328 -1.408 -2.925 -2.092 -2.462 -1.629
#> [241] -2.461 -1.795 -2.299 -1.725 -1.690 -2.434 -1.472 -1.849 -1.793 -1.906
#> [251] -2.643 -2.016 -2.032 -2.696 -2.169 -2.285 -2.301 -2.154 -3.027 -2.141
#> [261] -2.835 -1.704 -2.788 -1.029 -2.727 -1.444 -1.508 -2.153 -2.570 -2.339
#> [271] -1.515 -1.356 -2.242 -2.204 -2.093 -2.410 -2.009 -2.357 -1.214 -2.751
#> [281] -1.587 -2.438 -2.194 -2.271 -2.278 -1.829 -2.140 -1.503 -2.075 -1.235
#> [291] -1.965 -2.183 -1.596 -2.551 -2.462 -3.723 -2.059 -2.113 -2.174 -3.183
#> [301] -1.831 -0.748 -2.482 -1.605 -1.250 -1.358 -2.845 -2.539 -1.431 -2.654
#> [311] -2.003 -1.891 -2.593 -1.782 -1.756 -2.477 -1.882 -1.637 -2.467 -1.089
#> [321] -2.739 -1.822 -2.153 -2.073 -1.828 -2.325 -1.213 -1.869 -1.708 -1.508
#> [331] -2.310 -1.262 -2.788 -2.320 -1.697 -1.681 -1.935 -2.677 -1.792 -1.802
#> [341] -2.876 -1.652 -1.861 -2.209 -3.094 -1.013 -2.992 -3.040 -1.948 -1.572
#> [351] -1.950 -1.742 -1.958 -2.513 -1.599 -2.027 -1.605 -1.520 -1.955 -1.950
#> [361] -1.474 -2.284 -0.960 -2.222 -2.618 -2.140 -1.752 -1.108 -1.687 -2.145
#> [371] -1.921 -2.184 -1.818 -1.840 -2.474 -2.005 -1.760 -1.991 -2.461 -2.383
#> [381] -2.652 -2.385 -1.529 -2.079 -2.112 -2.192 -1.696 -2.206 -1.737 -1.858
#> [391] -2.573 -2.474 -1.539 -1.689 -1.854 -1.737 -2.021 -1.606 -2.009 -1.419
#> [401] -2.550 -1.558 -1.887 -2.149 -2.666 -2.271 -1.587 -2.419 -1.902 -2.953
#> [411] -1.811 -2.449 -2.200 -1.736 -1.537 -1.260 -2.184 -2.096 -1.730 -1.958
#> [421] -2.400 -3.378 -1.808 -2.565 -1.508 -1.577 -2.504 -2.399 -2.333 -1.634
#> [431] -1.110 -1.980 -2.014 -1.509 -2.143 -1.432 -1.899 -1.325 -1.320 -1.617
#> [441] -1.834 -1.849 -1.636 -1.916 -1.166 -1.768 -1.388 -2.293 -2.254 -2.814
#> [451] -1.440 -1.846 -1.699 -1.499 -2.043 -2.077 -2.020 -1.765 -2.472 -1.547
#> [461] -2.317 -2.318 -1.686 -1.460 -2.514 -1.343 -2.233 -2.277 -2.298 -2.191
#> [471] -2.014 -2.219 -1.853 -0.720 -1.607 -1.699 -2.443 -0.588 -1.780 -2.298
#> [481] -2.168 -2.230 -2.497 -2.585 -3.055 -1.472 -1.456 -2.195 -0.845 -2.057
#> [491] -2.952 -1.802 -1.841 -1.580 -3.105 -1.996 -1.799 -1.844 -1.373 -1.764
#>
#>
#> $d4
#> $d4$x
#> [1] 0.0000000 -0.7279133 0.7279133 0.1678940 -1.2815516 -0.3406948
#> [7] -0.5244005 1.8339146 1.2815516 -0.9674216 -0.1678940 0.9674216
#> [13] -1.8339146 0.5244005 0.3406948
#>
#> $d4$y
#> [1] -2.428 -9.492 22.085 0.348 -11.842 -7.309 -8.679 62.640 44.868
#> [10] -11.637 -3.771 29.815 -15.360 15.987 0.455
#>
#>
#> $d5
#> $d5$x
#> [1] -0.4124631 1.2815516 0.5244005 0.1004337 2.0537489 -1.0803193
#> [7] 0.2018935 0.0000000 -0.9153651 -1.5547736 0.4124631 0.7721932
#> [13] 0.6433454 -0.6433454 -2.0537489 -0.2018935 -0.5244005 1.0803193
#> [19] 0.9153651 -0.1004337 0.3054808 1.5547736 -0.3054808 -0.7721932
#> [25] -1.2815516
#>
#> $d5$y
#> [1] 0.12518967 1.38523336 0.42932262 0.21216231 2.53849858 0.04294709
#> [7] 0.21375044 0.17849823 0.07541986 0.03460717 0.23392294 0.59369095
#> [13] 0.49266181 0.11147559 0.03079079 0.17256864 0.12017394 0.89772151
#> [19] 0.74596607 0.17359324 0.21682191 1.58918002 0.16736924 0.08512960
#> [25] 0.04107185
#>
#>
#> $d6
#> $d6$x
#> [1] 0.87789630 -0.95416525 1.47579103 -0.17637416 -1.64485363 0.49585035
#> [7] 0.38532047 0.55338472 0.17637416 -0.22754498 -0.87789630 0.73884685
#> [13] 1.34075503 0.07526986 1.22652812 -0.02506891 0.43991317 2.32634787
#> [19] -0.27931903 0.12566135 -0.55338472 -0.61281299 -1.12639113 -0.43991317
#> [25] -0.49585035 0.22754498 -1.03643339 -1.34075503 0.61281299 0.95416525
#> [31] -0.33185335 -0.73884685 -2.32634787 -0.80642125 -1.22652812 -0.67448975
#> [37] 1.12639113 1.88079361 1.64485363 0.02506891 -1.47579103 0.80642125
#> [43] -0.07526986 -1.88079361 0.27931903 -0.38532047 1.03643339 0.33185335
#> [49] 0.67448975 -0.12566135
#>
#> $d6$y
#> [1] 14.979326 9.946512 15.267467 13.884563 8.135965 14.765309 14.629173
#> [8] 14.796962 14.408737 13.766357 10.659862 14.946915 15.157319 14.236819
#> [15] 15.151479 14.210461 14.759770 15.651468 13.575074 14.374748 11.889450
#> [22] 11.751174 9.527796 12.479665 12.148917 14.418519 9.778454 9.366277
#> [29] 14.817677 14.989029 13.424924 11.140661 4.230451 10.704645 9.469232
#> [36] 11.718060 15.108169 15.596360 15.511591 14.215638 9.088439 14.947458
#> [43] 14.115836 6.887186 14.611961 12.864070 15.016325 14.616036 14.879602
#> [50] 14.107728
#>
#>