Bootstrap resampling for any statistic
Value
Named list: estimate, se, ci_lower, ci_upper,
distribution (numeric vector of bootstrap statistics).
Examples
df <- data.frame(x = rnorm(100))
morie_bootstrap_sample(df, statistic = function(d) mean(d$x))
#> $estimate
#> [1] -0.1474567
#>
#> $se
#> [1] 0.1052172
#>
#> $ci_lower
#> 2.5%
#> -0.3624891
#>
#> $ci_upper
#> 97.5%
#> 0.05434493
#>
#> $distribution
#> [1] -1.911725e-01 -3.836561e-02 -1.200181e-01 -3.315454e-01 -2.892412e-01
#> [6] -2.189619e-01 -8.403183e-02 -1.254849e-01 -1.240864e-01 -1.588800e-01
#> [11] -1.453509e-01 -6.447297e-02 -1.090486e-01 -2.777262e-01 -6.074300e-02
#> [16] -1.661032e-01 -1.063392e-01 -1.161626e-01 -7.457797e-02 -2.125139e-02
#> [21] -2.539810e-01 -2.171807e-01 -1.442029e-01 -2.657892e-01 -6.539096e-02
#> [26] -1.085644e-01 -2.729559e-01 -1.539279e-01 3.133883e-02 -1.846946e-01
#> [31] -1.458599e-01 -2.941396e-02 -1.319815e-01 1.473279e-01 -3.238619e-02
#> [36] -4.506683e-02 -2.669694e-01 -1.936487e-01 4.087870e-02 -1.794041e-01
#> [41] -3.142225e-01 -2.077723e-01 -9.051860e-02 -3.606059e-01 -2.997505e-01
#> [46] -7.159109e-02 -2.971918e-01 -6.266298e-03 -2.582818e-01 -2.432999e-01
#> [51] -2.676021e-01 -2.132657e-01 -1.926799e-01 -2.462759e-01 -1.172553e-01
#> [56] -3.754859e-01 -2.901102e-01 -1.534685e-01 -2.156246e-01 -1.862501e-01
#> [61] -4.020106e-01 -6.553882e-02 -2.886526e-01 -2.663555e-01 -1.613190e-01
#> [66] -1.789840e-01 -1.153078e-01 -3.037375e-01 -2.880416e-01 -9.738280e-02
#> [71] -3.267561e-01 1.446432e-02 -1.959535e-01 -4.458274e-02 -3.107882e-01
#> [76] -1.279991e-01 -7.930603e-02 -1.701772e-01 -8.214183e-02 -1.851192e-01
#> [81] -9.426058e-02 -1.038860e-01 -9.152783e-02 -7.813919e-02 -1.692530e-01
#> [86] -9.811670e-02 -2.437903e-01 -1.375428e-01 -2.823455e-01 -6.786481e-02
#> [91] 7.814083e-02 -3.624600e-01 -1.072527e-01 -4.096295e-02 1.866302e-02
#> [96] -1.883765e-01 -8.400515e-02 -1.073855e-01 -7.547316e-02 -1.246099e-01
#> [101] -1.270084e-01 -1.457426e-01 -3.289180e-01 -3.730555e-01 -5.859884e-02
#> [106] -4.098497e-01 -3.455226e-01 -5.995262e-02 -2.071299e-01 -2.437762e-01
#> [111] 1.315933e-01 -7.394102e-02 -4.127637e-01 -2.531099e-01 -4.477431e-02
#> [116] -1.621377e-01 -2.280119e-01 -1.644167e-01 -2.317645e-01 2.704883e-01
#> [121] -4.873900e-02 -3.289684e-01 -7.736651e-03 2.988829e-02 -2.294513e-02
#> [126] -9.326307e-02 -3.618278e-02 -1.843746e-02 -2.593243e-01 -1.270005e-01
#> [131] -2.716839e-01 -2.290577e-02 -6.039675e-02 -1.582471e-01 1.448000e-01
#> [136] -2.018564e-01 -2.367778e-01 -9.445060e-02 -5.065535e-02 -2.367665e-01
#> [141] 4.264844e-02 -2.691383e-01 -1.767694e-01 -1.064013e-01 -2.117331e-01
#> [146] -8.805604e-02 -8.042631e-02 -1.241103e-01 -7.799257e-02 3.683304e-02
#> [151] -5.113038e-02 -2.583469e-01 -8.532479e-02 -1.718263e-01 -6.379281e-02
#> [156] -1.682471e-01 -2.058364e-01 -5.407230e-02 -1.834823e-01 -1.326653e-01
#> [161] -1.536636e-01 -3.137235e-01 -2.055129e-01 -3.960513e-01 -1.009020e-01
#> [166] -2.982135e-01 -1.789219e-01 -1.902256e-01 -1.945439e-01 -3.183502e-01
#> [171] -2.445013e-01 -1.613211e-01 -3.465526e-02 -1.001279e-01 -1.767905e-01
#> [176] -2.779400e-01 -1.860444e-01 -1.377386e-01 -3.859454e-01 -1.795841e-01
#> [181] -1.979113e-01 -1.133368e-01 -1.754745e-01 -3.974339e-01 -2.337163e-01
#> [186] -2.799701e-02 -8.301350e-02 -2.112977e-01 -2.356964e-01 -6.844137e-02
#> [191] -1.562830e-01 -2.144679e-01 -5.677447e-02 -6.242545e-02 -5.441161e-02
#> [196] -1.059668e-01 4.087617e-02 -1.909623e-01 2.144408e-02 -2.156269e-01
#> [201] -2.923773e-01 -6.127165e-02 -1.172049e-01 -2.020102e-01 -2.411050e-01
#> [206] -1.581827e-01 -2.455907e-01 -2.449339e-01 -1.661826e-01 -2.372385e-01
#> [211] -9.619458e-02 -2.225936e-01 -1.298163e-01 -1.625288e-01 -7.103295e-02
#> [216] -1.166628e-01 -2.081572e-01 -1.576545e-01 -4.833013e-02 -1.328059e-01
#> [221] -1.988867e-01 -2.739117e-01 -2.490887e-01 -5.949380e-02 3.949595e-02
#> [226] -1.701056e-01 2.997274e-02 -1.836579e-01 -3.990349e-01 -1.169014e-01
#> [231] -2.624833e-01 -2.045006e-01 -1.775666e-01 -1.405787e-01 -2.297053e-02
#> [236] -1.641032e-02 -9.082759e-02 -9.967463e-03 -3.454639e-01 1.485466e-02
#> [241] -7.925028e-02 -1.042600e-01 -1.020531e-01 -2.622898e-01 -1.647519e-02
#> [246] 1.753457e-02 -1.112542e-01 -2.086440e-01 -2.354023e-02 -2.405274e-01
#> [251] -5.599582e-02 -3.456352e-02 -1.628023e-01 -2.890418e-01 -1.163261e-01
#> [256] 2.234185e-03 -2.609987e-01 -1.640516e-01 -1.492708e-01 -2.330443e-01
#> [261] -6.001152e-02 -8.142668e-02 -3.588300e-02 -2.171843e-01 -6.206460e-02
#> [266] -1.409115e-01 -2.649050e-01 -2.339608e-01 -1.573024e-01 -9.471659e-02
#> [271] -2.181281e-01 -8.852349e-02 -2.307249e-01 -1.129582e-01 -1.015130e-01
#> [276] -3.528348e-02 -5.664020e-02 -3.922715e-02 -2.721597e-01 -1.246241e-01
#> [281] -4.900684e-02 -2.030215e-01 -1.240378e-01 -1.044132e-01 -9.524485e-02
#> [286] -2.269960e-01 -2.340719e-01 -2.372033e-01 -2.368278e-01 -2.866597e-01
#> [291] 1.165520e-01 -3.309680e-01 -2.221792e-01 -1.966136e-01 -2.110376e-01
#> [296] 4.013091e-02 -1.212904e-01 -7.719162e-02 -2.763745e-01 -3.607867e-02
#> [301] -2.199802e-01 -1.143841e-01 -1.773881e-01 -2.343474e-01 -2.141072e-01
#> [306] -2.699985e-01 -9.741635e-02 -1.668522e-01 -9.163105e-02 -1.948820e-01
#> [311] -1.587936e-01 -2.674727e-01 -3.159674e-02 -1.372672e-01 -2.026602e-01
#> [316] -1.803026e-01 -2.007290e-01 -1.957211e-01 -4.572791e-01 -2.824140e-02
#> [321] -4.904984e-02 -1.250830e-01 -8.689670e-02 -1.015402e-01 -7.597306e-02
#> [326] -7.406624e-02 -7.972793e-02 -1.664281e-01 -3.294724e-02 -7.623674e-02
#> [331] -1.959649e-01 -5.638717e-02 -4.664822e-02 -6.091201e-02 -9.220313e-02
#> [336] -1.257447e-01 -2.637501e-01 -1.968482e-01 -7.012410e-02 -9.134842e-02
#> [341] -1.238641e-01 -6.493540e-02 -1.272178e-01 4.396418e-02 -3.410734e-01
#> [346] -5.242024e-02 -2.474865e-01 -9.283637e-02 -6.632823e-02 -9.486378e-02
#> [351] -1.534678e-01 -1.561909e-01 -3.064014e-01 -1.916108e-01 -2.381877e-01
#> [356] -2.046586e-01 -1.678428e-01 -2.240721e-01 -8.203699e-02 3.797268e-02
#> [361] -2.108360e-01 -2.272571e-01 8.716931e-02 -1.393372e-01 -8.508079e-02
#> [366] -1.431558e-01 -1.573047e-01 -1.481711e-01 -6.971427e-02 -1.784415e-01
#> [371] -8.380517e-02 -2.128964e-01 -2.515737e-01 -3.757236e-01 -2.271886e-01
#> [376] -6.619699e-02 -2.541112e-02 -2.621281e-01 -1.542474e-01 4.043411e-02
#> [381] -2.889068e-01 -1.434571e-01 -9.203999e-02 -9.541228e-02 -1.265217e-01
#> [386] -2.741981e-01 -1.449856e-01 -1.393590e-01 -3.636249e-01 -2.949352e-02
#> [391] -1.636504e-01 -1.726009e-01 -1.983662e-01 -1.912529e-01 -2.726900e-02
#> [396] -2.094022e-01 -2.554469e-02 -1.295303e-01 -1.347279e-02 -3.300721e-01
#> [401] -2.697911e-01 -3.119639e-01 -7.362875e-02 -2.371597e-01 -1.903249e-01
#> [406] -2.029557e-01 -2.049766e-01 -8.926060e-02 -6.658671e-02 4.387810e-02
#> [411] -7.060075e-02 3.139623e-02 -1.277568e-01 -1.452386e-01 -1.041917e-01
#> [416] -1.954862e-01 -2.343295e-01 -2.109281e-01 -1.587794e-01 1.779236e-01
#> [421] -2.061373e-01 -1.733723e-01 -1.623385e-01 -2.254628e-01 -1.236938e-01
#> [426] -6.518252e-02 4.187324e-02 -2.288616e-01 -4.143078e-02 -5.671623e-02
#> [431] -2.703248e-01 -1.076618e-01 -2.079617e-01 4.803260e-02 -1.478252e-01
#> [436] 2.509316e-02 -1.232611e-01 -1.381513e-01 -1.413813e-01 -2.113717e-01
#> [441] -2.589097e-01 -1.568611e-01 1.716455e-02 3.282097e-02 -3.408671e-01
#> [446] -6.274678e-02 -1.338178e-01 -7.418665e-02 -1.251703e-01 -3.822009e-02
#> [451] 1.052452e-01 -2.536909e-01 -1.622741e-01 -1.780605e-01 -1.747064e-01
#> [456] -8.756762e-02 -9.325759e-02 -7.994856e-02 -3.030234e-01 -2.198383e-01
#> [461] -1.816397e-01 -1.330048e-01 -1.989754e-03 -2.400173e-01 -1.943450e-01
#> [466] -5.279516e-02 -9.967550e-02 5.430850e-02 -7.712806e-02 -2.021403e-01
#> [471] -1.134656e-01 -1.735852e-01 -2.340175e-01 -1.925627e-01 -2.171294e-01
#> [476] -1.558429e-01 -1.811524e-01 -2.011191e-01 -1.897497e-01 -1.256515e-01
#> [481] -1.070738e-01 1.259778e-02 -2.979534e-01 -1.471744e-01 -2.444726e-01
#> [486] -1.102679e-01 -3.194501e-01 -2.605922e-01 -7.808313e-02 -1.796694e-01
#> [491] -1.233733e-01 -1.960018e-01 -2.367877e-01 -2.535316e-01 7.195576e-02
#> [496] -1.147701e-01 -3.972683e-01 -1.302882e-01 -2.245155e-01 -7.703419e-02
#> [501] -1.029056e-01 -1.223154e-01 -8.729956e-02 3.672183e-02 -4.698249e-01
#> [506] -3.636351e-01 -1.625258e-01 -1.044703e-01 -2.584698e-01 -1.131366e-01
#> [511] -9.250889e-02 -3.197620e-01 -1.747592e-01 -9.843421e-03 -2.541420e-01
#> [516] -3.200110e-01 -2.518414e-01 -1.975107e-01 -4.396695e-02 -3.052236e-01
#> [521] -1.414894e-01 -9.981437e-02 -2.887732e-02 -1.617220e-01 -8.722529e-02
#> [526] -1.366590e-01 -7.234457e-02 -9.814880e-02 -1.063834e-01 -6.634327e-02
#> [531] -1.272334e-01 -2.245837e-01 -7.838464e-02 -2.029669e-01 -8.059664e-02
#> [536] -2.587789e-01 -2.448916e-01 -1.647948e-01 -2.798939e-01 -1.596513e-01
#> [541] 1.315109e-01 -2.209001e-01 -3.445433e-01 -1.154228e-01 -2.012656e-01
#> [546] -1.476066e-01 -1.871706e-01 -2.588283e-01 -2.406516e-01 4.954676e-03
#> [551] -1.145291e-01 -1.958772e-01 -2.340864e-01 -8.613035e-02 1.110220e-01
#> [556] -8.333245e-02 -4.874641e-02 -5.626231e-02 -9.574088e-02 -2.336799e-01
#> [561] -2.297967e-01 1.889463e-02 1.071354e-01 -1.817225e-01 -1.823604e-01
#> [566] 5.759544e-02 -2.193608e-01 -4.625439e-01 -2.625985e-01 -9.952466e-02
#> [571] -2.641537e-01 -2.350325e-01 2.803671e-02 -1.775685e-01 1.284380e-02
#> [576] -1.079231e-01 4.301321e-02 -3.513175e-01 -1.468082e-01 -2.127060e-01
#> [581] -1.517707e-01 -7.675613e-02 -2.044239e-01 -1.903237e-01 -2.401566e-02
#> [586] 9.931690e-02 -1.681640e-01 -1.568995e-01 -1.192504e-01 -1.713816e-01
#> [591] -6.487970e-02 -1.217340e-01 -1.209319e-01 -9.088142e-02 -7.174815e-02
#> [596] -1.037724e-01 -2.361770e-01 -1.533083e-01 -1.843716e-01 -2.268138e-01
#> [601] -2.495039e-01 -1.855859e-01 -1.761552e-01 -7.964622e-02 -6.478557e-02
#> [606] -1.188015e-01 -2.057595e-01 -1.948034e-01 -1.384875e-01 -2.133569e-01
#> [611] -3.388411e-01 -1.546869e-01 -4.215778e-03 -1.944153e-01 -1.099751e-01
#> [616] 4.750841e-02 -1.687330e-01 -1.752425e-01 -3.458796e-02 -2.308279e-01
#> [621] -2.011979e-02 -8.377837e-02 -1.095149e-01 -9.201067e-02 -1.259138e-01
#> [626] -2.366091e-01 -1.268205e-01 -1.176586e-01 -1.593394e-01 -2.316207e-01
#> [631] -2.656853e-01 -9.098754e-02 -2.585362e-01 -1.556905e-01 5.803559e-02
#> [636] -2.162737e-02 -3.188220e-01 -2.028938e-01 -1.382345e-01 -8.283563e-02
#> [641] -4.159300e-02 -1.761267e-01 -1.598233e-01 -2.376862e-01 -1.499685e-01
#> [646] -1.014644e-01 -2.536919e-02 -1.715494e-01 -2.466814e-01 -2.276356e-01
#> [651] -3.013449e-01 -1.441802e-01 -2.622706e-01 -6.548764e-02 -3.920876e-01
#> [656] -2.811871e-01 -1.962651e-01 -1.494644e-01 -1.391935e-01 -2.192730e-01
#> [661] -1.325926e-01 -1.345184e-01 1.836066e-03 -1.250034e-01 4.436538e-02
#> [666] -1.620772e-01 -1.205042e-01 -1.887135e-01 -1.459275e-01 -7.334049e-02
#> [671] -3.333713e-01 -1.618842e-01 -2.749936e-01 -1.223722e-01 -4.657917e-02
#> [676] -1.245379e-01 1.146265e-03 -8.674623e-02 -2.585097e-01 -3.313757e-01
#> [681] 6.370478e-02 -1.645928e-01 -1.812400e-01 -1.324963e-02 1.011803e-02
#> [686] -1.686822e-01 -3.091313e-02 -9.334945e-02 -1.240644e-01 -2.078095e-01
#> [691] -3.062069e-01 -1.395963e-01 -3.475140e-02 -2.236760e-01 1.852642e-02
#> [696] -1.880227e-01 -4.036247e-02 -1.521046e-01 -4.737801e-02 -2.787128e-01
#> [701] -1.179474e-01 -3.324474e-01 -7.766969e-02 -2.061968e-02 -1.223814e-01
#> [706] -1.171733e-01 -2.965943e-01 -2.485330e-01 -1.799402e-01 -1.398714e-01
#> [711] -2.709163e-01 1.667243e-02 -2.431816e-01 -2.230674e-01 -7.186264e-02
#> [716] -2.057879e-01 -2.278499e-01 -5.224005e-02 -9.565372e-02 -1.066935e-01
#> [721] -1.629630e-01 -2.531478e-01 -2.371150e-01 -1.042894e-01 -1.315434e-01
#> [726] -1.774795e-01 1.254489e-01 2.212674e-02 -1.089832e-01 -1.391713e-01
#> [731] -1.935027e-01 -1.024327e-01 -5.547337e-02 -1.391338e-01 -3.411797e-01
#> [736] -5.058612e-02 -3.416354e-02 -2.506451e-01 -2.163726e-01 -1.651691e-01
#> [741] -1.879130e-01 -1.427919e-01 -4.199170e-02 -1.261234e-01 -1.822368e-01
#> [746] -1.988378e-01 2.861114e-03 -9.265536e-02 6.222066e-02 -8.910260e-02
#> [751] -8.811008e-02 1.606746e-01 2.633760e-02 -3.124797e-01 -8.256071e-02
#> [756] -2.662175e-01 -1.351021e-01 -2.857455e-01 -5.126094e-02 -1.825460e-01
#> [761] -9.969675e-02 -1.191014e-01 -9.679981e-02 -2.324181e-01 -1.221889e-01
#> [766] -2.224772e-01 -2.886063e-01 2.804069e-02 -1.092918e-01 -1.830710e-01
#> [771] -3.340561e-01 -1.801425e-01 -8.221045e-02 -6.939912e-02 -4.689606e-02
#> [776] -1.069331e-01 -1.979818e-01 -2.800716e-01 -3.121977e-01 -2.505345e-01
#> [781] -2.143155e-01 -3.177832e-01 -2.373272e-01 3.606012e-03 -1.664382e-01
#> [786] -7.607722e-02 -1.065987e-01 -1.494021e-01 -8.896787e-02 -2.216594e-01
#> [791] -8.708730e-02 -7.063600e-02 -4.075431e-01 -1.413944e-01 -3.867006e-01
#> [796] -1.023064e-01 -1.867828e-01 -1.168719e-02 -1.625996e-01 -1.922796e-01
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