Fixation index (Fst), either per variant, or genome-wide

snp_fst(list_df_af, min_maf = 0, overall = FALSE)

Arguments

list_df_af

List of data frames with $af (allele frequency per variant) and $N (sample size per variant). Typically, the outputs of bed_MAF(). Each new data frame of the list should correspond to a different population.

min_maf

Minimum MAF threshold (for the average of populations) to be included in the final results. Default is 0 (remove monomorphic variants).

overall

Whether to compute Fst genome-wide (TRUE) or per variant (FALSE, the default).

Value

If overall, then one value, otherwise a value for each variant with missing values for the variants not passing min_maf. This should be equivalent to using '--fst --within' in PLINK.

References

Weir, B. S., & Cockerham, C. C. (1984). Estimating F-statistics for the analysis of population structure. Evolution, 1358-1370.

Examples

bedfile <- system.file("extdata", "example.bed", package = "bigsnpr") obj.bed <- bed(bedfile) pop <- rep(1:3, c(143, 167, 207)) ind_pop <- split(seq_along(pop), pop) list_df_af <- lapply(ind_pop, function(ind) bed_MAF(obj.bed, ind.row = ind)) snp_fst(list_df_af)
#> [1] 1.543045e-02 -2.169328e-03 7.547931e-02 2.005200e-02 1.341171e-02 #> [6] 1.284776e-02 -1.668094e-03 2.863110e-02 1.310423e-02 1.028161e-02 #> [11] 1.311446e-03 6.048104e-02 6.461257e-04 1.634420e-02 3.937796e-02 #> [16] 9.563337e-03 1.688172e-02 2.837635e-03 8.945946e-02 2.140082e-03 #> [21] 7.939371e-03 3.864715e-02 9.543752e-02 4.107514e-03 4.611262e-03 #> [26] 6.951473e-03 1.549327e-02 -1.567636e-03 1.308605e-02 7.275180e-03 #> [31] 1.835942e-02 5.585610e-02 2.632867e-02 1.644675e-02 6.363957e-03 #> [36] 3.814747e-02 1.780071e-02 9.449087e-03 2.011848e-02 5.265473e-03 #> [41] 5.799004e-02 1.409117e-02 -1.405625e-03 2.677332e-03 1.951528e-02 #> [46] 7.476653e-02 5.952416e-03 2.590247e-02 2.530620e-02 4.362286e-02 #> [51] 1.109059e-02 4.217198e-02 -2.533360e-03 3.105081e-03 3.659101e-02 #> [56] 1.452789e-02 2.937863e-03 5.122977e-03 2.046667e-02 1.614739e-03 #> [61] 3.020587e-02 2.672125e-02 5.414846e-03 1.455358e-02 6.170342e-02 #> [66] 9.519266e-03 6.215310e-03 5.680548e-02 5.208650e-02 1.612086e-02 #> [71] 1.750004e-03 3.153358e-02 5.548679e-03 1.598274e-03 6.826723e-03 #> [76] 1.140997e-01 9.022360e-03 3.543188e-02 2.801784e-02 1.355134e-02 #> [81] -4.846937e-04 -1.981126e-03 9.220008e-03 6.877762e-03 5.283037e-03 #> [86] 4.601141e-03 1.489982e-02 1.028073e-02 5.217791e-02 2.671989e-02 #> [91] 1.155474e-02 1.629665e-03 3.746158e-03 1.688092e-02 7.095841e-02 #> [96] 8.601746e-03 1.630078e-03 4.712970e-02 -2.026861e-03 4.382426e-02 #> [101] 8.953944e-03 8.465314e-03 1.070688e-02 -2.167495e-03 1.413617e-03 #> [106] 1.141738e-02 4.952875e-02 3.472722e-02 4.030903e-02 1.166612e-02 #> [111] 1.591381e-03 2.164242e-02 6.444587e-02 3.602149e-03 -2.001796e-03 #> [116] 4.824294e-02 2.001296e-02 2.351789e-02 1.815557e-02 4.829093e-02 #> [121] -9.660194e-04 6.085866e-04 2.361124e-03 7.889039e-03 3.868404e-04 #> [126] 8.835638e-02 7.850825e-03 5.420457e-03 2.177450e-02 4.247229e-03 #> [131] 5.218873e-02 1.126061e-02 1.128467e-03 4.053737e-03 -2.619171e-04 #> [136] 4.171785e-02 -2.678681e-03 1.347832e-02 2.400632e-02 1.801969e-01 #> [141] 7.107164e-03 5.949705e-02 2.235412e-02 4.746014e-02 2.854402e-02 #> [146] 2.442027e-03 6.643948e-03 1.056151e-02 3.141002e-03 -6.051411e-04 #> [151] -4.062746e-04 4.608874e-03 3.950825e-02 4.129305e-03 6.411405e-02 #> [156] 2.955847e-02 4.409791e-03 5.129482e-03 5.637515e-02 5.008201e-02 #> [161] 9.605688e-02 9.403817e-03 1.380743e-02 3.230157e-02 3.083386e-03 #> [166] 5.327705e-03 6.431723e-04 2.871432e-02 9.391914e-03 3.707776e-02 #> [171] 1.389400e-02 5.533933e-02 9.244319e-03 5.143589e-03 5.788722e-03 #> [176] 4.032006e-03 2.225409e-02 1.234244e-01 5.216575e-03 1.294365e-01 #> [181] 3.793093e-02 5.753108e-02 -1.738614e-03 1.063711e-02 1.109977e-02 #> [186] 8.982627e-03 1.423283e-02 1.432678e-02 -3.133558e-04 -2.291442e-03 #> [191] 8.356760e-02 4.605146e-02 1.421173e-02 1.629579e-02 2.235505e-02 #> [196] 2.572724e-03 3.667041e-03 6.768676e-02 2.800116e-02 2.392317e-03 #> [201] 1.871958e-02 1.395687e-02 6.047524e-02 3.534494e-02 7.582991e-03 #> [206] 8.200136e-03 8.683916e-03 -1.530130e-03 3.448685e-02 5.819651e-02 #> [211] 1.883411e-02 1.150014e-02 1.409665e-01 4.376772e-03 3.451263e-02 #> [216] 3.442576e-02 2.719865e-02 2.695164e-02 1.180838e-02 1.929607e-02 #> [221] 1.985359e-01 2.546878e-03 8.757389e-03 -3.280835e-04 -7.522644e-04 #> [226] 2.284250e-02 4.380814e-03 2.167918e-03 -2.236463e-03 2.568060e-02 #> [231] 3.558835e-02 1.108389e-02 -2.871977e-04 -8.989426e-04 4.874745e-02 #> [236] 8.400014e-03 1.095682e-02 4.791152e-02 7.028391e-03 1.987341e-03 #> [241] -1.267478e-03 8.810417e-03 -2.826245e-03 1.109485e-01 2.437305e-02 #> [246] 3.395624e-02 2.773837e-02 1.996593e-02 4.431159e-02 9.380416e-02 #> [251] -1.507605e-04 8.780172e-03 5.403270e-03 2.982505e-02 6.875635e-03 #> [256] 9.783343e-02 3.697928e-02 -1.288126e-03 6.069391e-02 3.455663e-03 #> [261] 5.984329e-02 3.616606e-03 1.088731e-02 8.871933e-03 3.024430e-02 #> [266] 1.512484e-01 -8.184125e-04 1.080811e-02 6.755763e-03 4.470558e-02 #> [271] 9.424588e-02 4.365987e-03 1.358421e-02 1.437852e-02 4.577823e-02 #> [276] -2.056149e-03 1.976063e-02 5.596134e-02 1.307421e-04 4.186544e-02 #> [281] 7.653015e-03 -1.273900e-03 1.382540e-02 3.908506e-02 1.589177e-02 #> [286] 5.764979e-02 4.183202e-02 9.977312e-03 8.786411e-03 3.162945e-03 #> [291] 9.681632e-03 -1.493183e-03 1.569978e-02 3.069650e-02 4.339903e-03 #> [296] 5.015502e-02 2.255641e-02 3.744071e-03 -1.635994e-04 2.784051e-02 #> [301] -1.261188e-03 2.238103e-02 4.847429e-02 8.575091e-03 3.390729e-03 #> [306] 8.264379e-03 6.654695e-03 -7.582156e-04 9.769377e-03 1.013085e-02 #> [311] 2.710287e-02 1.227956e-02 2.174382e-02 3.095358e-02 2.206656e-03 #> [316] 3.034289e-02 6.944915e-02 -2.912749e-03 7.011993e-02 5.498200e-02 #> [321] 5.051094e-03 8.760345e-03 2.011211e-02 7.839928e-03 1.311068e-02 #> [326] 9.048597e-03 4.223633e-02 1.336765e-02 1.531634e-02 1.833969e-02 #> [331] 1.170398e-03 -2.028195e-03 6.340619e-02 6.245837e-04 2.266373e-02 #> [336] 1.797782e-02 1.013804e-02 1.968546e-02 3.663117e-02 1.958433e-02 #> [341] 1.189087e-02 3.802859e-02 2.163405e-02 1.709351e-03 5.433161e-03 #> [346] 6.917241e-04 4.084615e-03 1.625560e-02 4.800492e-03 5.532535e-02 #> [351] 4.230085e-03 3.234814e-02 1.781018e-02 1.186013e-02 -1.880157e-03 #> [356] 5.852492e-02 3.809045e-02 3.417876e-03 -2.197629e-03 -2.382627e-03 #> [361] 6.951122e-03 7.572571e-03 -2.707061e-03 3.925299e-02 6.630972e-03 #> [366] 1.445965e-02 3.560618e-02 2.924725e-02 -2.383900e-03 -9.906435e-04 #> [371] 1.055309e-02 8.138047e-02 1.155591e-03 1.157838e-02 3.272190e-03 #> [376] -2.856743e-04 1.828469e-02 2.391620e-03 8.463414e-02 4.802689e-02 #> [381] 5.019031e-02 9.624627e-03 -2.402689e-03 1.011823e-01 2.326184e-02 #> [386] 2.728496e-02 1.018166e-01 8.482023e-04 3.581413e-02 1.002541e-01 #> [391] 4.354375e-02 1.051153e-01 6.334074e-02 -9.890657e-04 2.963291e-03 #> [396] 2.372193e-03 3.963791e-03 8.718445e-02 2.389141e-02 2.278803e-02 #> [401] 3.243822e-02 1.683110e-02 1.365947e-02 2.414666e-02 1.996808e-02 #> [406] 2.384036e-02 2.763144e-02 4.224813e-02 7.613121e-04 -1.144584e-03 #> [411] 5.392849e-02 9.991040e-02 1.264106e-03 1.098759e-02 2.364367e-03 #> [416] 5.650635e-03 1.230044e-02 2.772576e-02 8.287086e-03 6.083509e-02 #> [421] -1.072968e-03 3.595946e-02 -4.456035e-04 3.126825e-02 6.001797e-04 #> [426] 2.000784e-02 1.061202e-02 -1.979013e-04 1.935125e-02 -1.514261e-03 #> [431] 1.822940e-02 4.781886e-02 6.625977e-03 2.562588e-02 1.184335e-02 #> [436] 6.663707e-03 4.595120e-02 1.333663e-03 1.101094e-02 1.332642e-02 #> [441] 3.311073e-02 3.385097e-03 6.989597e-03 1.740777e-02 -1.317866e-03 #> [446] 5.003736e-02 1.336827e-02 8.342120e-03 5.772115e-02 3.365198e-02 #> [451] 1.137388e-03 1.015947e-02 8.563727e-02 1.930811e-02 2.144339e-02 #> [456] 4.801009e-03 7.043883e-03 5.289785e-03 1.250694e-02 -7.731300e-04 #> [461] 3.660338e-03 1.184442e-02 2.295819e-02 2.557979e-03 1.679236e-02 #> [466] 2.968423e-02 3.896377e-03 -4.471669e-04 9.823778e-02 4.022636e-02 #> [471] 2.262438e-02 4.498119e-04 4.480231e-02 1.940306e-02 9.912843e-03 #> [476] 4.451402e-02 4.224738e-02 1.076923e-02 4.287356e-02 6.623972e-03 #> [481] 3.659132e-02 4.108131e-02 3.010129e-03 6.913402e-04 5.020938e-02 #> [486] 7.814019e-04 4.880081e-03 -2.743694e-03 -5.664948e-04 4.503357e-02 #> [491] -1.913321e-03 3.202631e-03 2.196046e-03 -1.638501e-03 5.010171e-02 #> [496] -1.872277e-03 2.462814e-03 1.231148e-02 4.965526e-02 4.646971e-02 #> [501] 3.190097e-03 -3.066064e-04 8.743072e-03 1.590805e-02 5.768504e-02 #> [506] 1.818138e-02 2.765177e-03 2.404717e-02 5.202041e-02 1.026788e-01 #> [511] -1.254748e-03 5.503284e-04 2.455699e-02 2.205036e-02 2.269116e-02 #> [516] 2.042573e-02 3.398792e-02 8.186028e-03 4.726229e-02 -1.068849e-03 #> [521] 1.498355e-02 1.729380e-03 1.461935e-03 2.154462e-02 2.747723e-03 #> [526] 5.980886e-03 -1.633809e-03 2.173947e-02 2.962483e-03 -1.655813e-03 #> [531] 6.933464e-03 -2.882314e-03 4.362349e-02 1.066311e-01 -1.844795e-03 #> [536] 7.487712e-03 5.059379e-03 9.388172e-03 3.863858e-02 5.084047e-03 #> [541] 3.147301e-02 2.147203e-02 5.334224e-02 -7.450134e-04 4.387218e-03 #> [546] 6.674685e-02 1.173336e-02 3.988125e-03 2.471402e-02 4.446787e-02 #> [551] 1.541699e-02 6.566109e-03 2.410597e-03 1.372657e-02 1.063171e-02 #> [556] 1.870833e-03 3.371751e-02 5.838469e-03 4.361866e-02 1.126297e-02 #> [561] 2.835101e-03 1.387574e-02 2.202621e-02 3.452827e-02 2.309395e-02 #> [566] 1.340440e-02 9.254837e-02 9.933884e-05 3.875916e-02 4.803562e-03 #> [571] 1.945722e-02 6.479027e-06 3.222356e-03 1.015814e-02 3.144923e-02 #> [576] 1.447602e-02 2.461977e-03 9.430122e-03 5.174070e-03 6.050421e-03 #> [581] -9.586149e-04 3.383618e-02 4.554634e-03 4.320448e-02 1.206898e-03 #> [586] 4.251959e-03 6.472484e-02 1.505182e-02 2.873995e-03 -2.494308e-03 #> [591] 7.249728e-02 4.632950e-02 2.948519e-02 4.576753e-02 1.761854e-03 #> [596] 2.968336e-02 2.273200e-02 1.525543e-02 1.768396e-02 1.625855e-03 #> [601] 3.760383e-02 3.415192e-02 1.566402e-02 3.860343e-02 7.698836e-02 #> [606] -2.726238e-03 1.634832e-02 2.233333e-02 7.616938e-02 1.320531e-02 #> [611] 2.439182e-02 1.377137e-02 6.826569e-03 3.472230e-02 3.870303e-02 #> [616] -9.367197e-04 1.404071e-02 4.137755e-03 8.713934e-03 8.856235e-03 #> [621] 7.521700e-03 3.252444e-03 -1.220817e-03 1.598740e-02 3.297560e-02 #> [626] 3.205072e-02 -1.163780e-03 4.021618e-02 2.162010e-02 7.411412e-03 #> [631] 4.166064e-04 3.708722e-02 6.898382e-02 1.994149e-02 7.948726e-03 #> [636] 2.249441e-03 8.459664e-03 3.279634e-03 1.736390e-03 1.794839e-02 #> [641] 3.369846e-02 6.496992e-03 1.103478e-01 -2.416046e-03 1.189682e-02 #> [646] 1.829453e-03 5.953225e-03 3.116972e-03 4.311550e-03 2.516685e-02 #> [651] 3.109018e-04 1.634593e-01 1.043141e-02 4.147931e-02 2.888133e-02 #> [656] 1.412929e-02 1.541965e-02 5.467886e-03 1.217982e-01 4.244131e-02 #> [661] 2.472883e-02 3.073355e-02 5.711972e-02 2.936236e-03 2.815323e-03 #> [666] 4.681286e-02 1.871021e-02 7.210541e-03 -1.131915e-03 -5.193434e-04 #> [671] 1.585266e-01 -2.452012e-03 1.125622e-02 2.219406e-02 1.315475e-03 #> [676] 9.890966e-02 7.509849e-02 4.993597e-02 8.588069e-03 -1.053985e-03 #> [681] 1.315308e-03 2.075884e-02 2.660986e-02 6.137550e-03 4.784682e-02 #> [686] 9.699993e-03 3.411142e-02 4.606148e-03 1.201645e-01 9.675528e-02 #> [691] 2.362703e-02 7.629146e-04 1.530470e-02 2.795979e-02 3.207271e-02 #> [696] 6.178708e-03 1.057816e-02 9.937529e-02 7.052417e-03 1.339710e-02 #> [701] 1.363332e-01 1.171364e-03 5.492111e-02 6.320041e-02 3.370412e-02 #> [706] 5.343815e-02 9.598165e-03 5.196212e-02 8.827428e-03 3.006486e-02 #> [711] 3.279345e-02 4.952755e-02 1.382553e-02 2.730495e-03 -1.108414e-03 #> [716] 1.952194e-02 3.996887e-02 4.325485e-03 7.439307e-03 4.001991e-03 #> [721] 6.941063e-02 8.078724e-03 5.982802e-02 5.582526e-02 3.593856e-02 #> [726] -2.678608e-04 7.575026e-03 -2.929292e-04 7.900900e-06 3.731450e-02 #> [731] -3.321079e-04 8.508428e-03 4.129712e-02 6.367515e-03 4.692952e-02 #> [736] -5.589517e-04 5.096984e-03 4.584820e-03 1.021275e-02 1.412424e-03 #> [741] 8.067718e-03 1.201976e-01 7.842269e-03 -2.239890e-03 4.368728e-03 #> [746] 1.703876e-02 3.668580e-03 3.255302e-02 2.373535e-02 5.593272e-02 #> [751] 5.797778e-03 -2.931211e-03 4.183550e-03 5.798186e-02 1.303355e-02 #> [756] 2.181900e-02 5.853789e-02 3.254843e-03 1.584315e-02 9.704243e-03 #> [761] 2.101045e-02 1.031508e-02 2.886908e-02 4.846609e-03 3.430506e-02 #> [766] 2.496477e-02 5.338302e-03 1.102856e-04 3.697424e-02 4.816986e-02 #> [771] 3.666124e-02 5.948119e-03 1.566604e-02 3.317126e-02 1.678946e-02 #> [776] 2.245571e-02 4.336414e-02 1.081510e-02 4.434306e-03 1.394085e-02 #> [781] 9.117850e-02 5.554289e-02 2.063539e-02 -1.173027e-03 1.154323e-02 #> [786] 4.841347e-02 6.955475e-02 -1.429300e-03 2.191287e-02 2.501021e-02 #> [791] 3.111548e-02 4.190206e-02 -1.123578e-03 3.829729e-04 9.824666e-02 #> [796] 6.222118e-02 2.476344e-02 1.637001e-02 1.342672e-02 1.820236e-02 #> [801] 5.600523e-02 1.868593e-02 2.215156e-02 2.441409e-02 2.354089e-02 #> [806] -4.964489e-04 1.316618e-02 1.264247e-02 9.890868e-03 5.095005e-03 #> [811] 3.519277e-02 1.736723e-02 7.207533e-02 9.437562e-03 2.681100e-02 #> [816] 5.487865e-03 6.648768e-03 5.719452e-02 3.751191e-02 2.237163e-02 #> [821] 6.911545e-02 3.053529e-02 3.415417e-02 1.436452e-02 3.203126e-02 #> [826] -6.324336e-04 5.740768e-02 1.281185e-02 7.548231e-02 2.561466e-03 #> [831] 1.337403e-03 3.893380e-03 7.235299e-02 7.130514e-02 2.398139e-03 #> [836] 3.919784e-02 1.355147e-02 -1.174914e-03 1.960236e-02 1.985183e-02 #> [841] 6.067771e-03 7.437206e-03 5.147396e-03 -9.531571e-04 8.337285e-03 #> [846] 4.131108e-02 2.641980e-02 4.061038e-02 1.110142e-02 8.242998e-02 #> [851] 1.102130e-02 -5.592980e-04 4.897506e-02 2.340675e-02 1.889022e-02 #> [856] 2.551705e-02 3.618933e-03 5.965701e-02 6.182760e-02 1.175781e-02 #> [861] 2.178018e-02 5.749608e-02 1.781282e-02 -1.435100e-03 3.296066e-02 #> [866] 2.943148e-02 1.576909e-02 1.906759e-03 1.361796e-02 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2.286955e-02 2.688586e-02 #> [1466] 1.599456e-02 5.553755e-03 6.864253e-02 1.972576e-02 1.968985e-03 #> [1471] 4.994498e-02 7.378125e-03 5.566191e-04 1.221900e-01 1.856310e-02 #> [1476] 6.592165e-02 1.470137e-02 1.280883e-02 6.013905e-03 3.906879e-03 #> [1481] 6.198716e-03 -2.642826e-03 3.372007e-03 8.303570e-03 -1.360552e-03 #> [1486] 3.012329e-02 1.838407e-02 1.464551e-02 6.314780e-02 1.913406e-03 #> [1491] 2.519309e-02 8.061665e-02 4.665886e-03 2.242937e-02 -5.504006e-04 #> [1496] 3.102527e-02 1.802565e-02 3.618574e-02 1.802323e-02 3.847760e-02 #> [1501] 1.383767e-02 6.337170e-02 -1.422263e-03 6.577679e-04 2.423829e-02 #> [1506] 6.446988e-02 1.646847e-02 5.274830e-04 1.861901e-02 2.621358e-03 #> [1511] 4.523665e-03 3.016508e-05 7.022394e-03 1.414870e-02 1.554316e-02 #> [1516] -1.471467e-03 5.907596e-03 3.562916e-02 2.321613e-02 5.402821e-02 #> [1521] 2.720846e-02 1.068311e-02 1.445018e-02 2.818272e-02 3.811114e-02 #> [1526] 1.076871e-02 1.989831e-03 3.094949e-02 2.130109e-02 2.477436e-02 #> [1531] -5.489134e-05 -3.562687e-04 2.992767e-02 1.522670e-01 3.588671e-05 #> [1536] 1.287868e-02 -2.551749e-04 1.587271e-02 8.949139e-04 1.303836e-02 #> [1541] 9.538892e-03 -9.666623e-04 2.284057e-02 4.985859e-03 5.906963e-02 #> [1546] 1.629947e-02 1.220843e-02 -1.587475e-03 1.223335e-02 1.266830e-02 #> [1551] 2.356400e-02 2.842463e-03 2.714941e-03 6.544546e-03 2.824471e-03 #> [1556] 4.819210e-03 9.275122e-03 3.435386e-02 9.688223e-03 7.146864e-02 #> [1561] 2.125194e-02 2.989029e-02 1.115311e-03 2.954376e-02 9.725996e-03 #> [1566] 6.493435e-03 3.515330e-02 3.098092e-02 -2.634939e-03 8.708371e-03 #> [1571] 3.034686e-02 2.051915e-02 2.730519e-02 6.450281e-03 2.218231e-03 #> [1576] 9.439125e-03 2.952077e-02 1.088635e-02 1.930093e-02 -2.866191e-03 #> [1581] 3.366767e-03 2.561383e-02 4.669950e-03 3.214629e-02 -4.326271e-04 #> [1586] 1.595813e-03 2.725821e-03 8.351327e-03 2.679640e-03 1.582687e-02 #> [1591] 1.927915e-02 8.863226e-03 1.550578e-02 8.419054e-04 7.735965e-03 #> [1596] 1.256906e-03 2.057288e-02 1.206532e-02 2.899365e-03 1.608771e-02 #> [1601] 1.197413e-02 2.554701e-02 2.379974e-02 4.094742e-03 5.077623e-02 #> [1606] 5.819700e-02 3.393396e-02 1.365295e-02 2.063941e-02 1.380102e-02 #> [1611] 4.936225e-02 1.932620e-02 1.262128e-01 -1.114619e-03 4.400207e-02 #> [1616] 1.424574e-02 2.547073e-03 8.764415e-02 8.518166e-03 5.641255e-02 #> [1621] 1.525851e-02 7.190631e-03 8.924215e-04 3.349606e-03 1.851442e-02 #> [1626] 1.116755e-02 3.082737e-02 1.000420e-02 1.825348e-01 3.923585e-03 #> [1631] 8.758391e-04 9.739562e-02 1.086040e-02 3.233202e-02 -7.846959e-04 #> [1636] 2.270090e-02 4.854709e-03 -2.143735e-03 -1.858203e-03 6.843918e-03 #> [1641] -8.087787e-04 4.486951e-02 1.907077e-02 4.341469e-02 1.316197e-02 #> [1646] 5.950724e-02 1.759420e-02 1.712291e-02 3.334360e-02 9.514945e-02 #> [1651] 2.482459e-03 3.703720e-03 1.565824e-02 -5.663537e-04 3.449251e-03 #> [1656] 5.849776e-03 2.478867e-03 1.772881e-02 2.419005e-02 8.001071e-02 #> [1661] 3.241869e-03 1.575082e-02 -2.834549e-04 2.991592e-02 1.169892e-02 #> [1666] 1.489053e-02 6.932832e-02 6.594128e-03 -2.525598e-03 1.196014e-02 #> [1671] 5.338886e-03 3.014551e-02 1.459928e-02 3.566958e-02 4.975412e-03 #> [1676] 2.612489e-03 5.383732e-02 3.010350e-03 9.468189e-03 3.697120e-02 #> [1681] -1.707867e-03 1.396339e-02 2.142856e-02 1.219834e-02 1.341580e-02 #> [1686] 1.549454e-03 1.723480e-02 -1.384645e-03 -2.497226e-03 1.103820e-02 #> [1691] 3.205250e-02 6.613726e-02 3.012064e-03 -1.136785e-03 2.980365e-02 #> [1696] 7.924027e-03 -2.445072e-03 -1.178620e-03 -2.268626e-03 6.287315e-02 #> [1701] -1.748844e-03 3.124440e-02 1.414471e-01 4.956924e-03 3.329116e-02 #> [1706] 5.908080e-03 6.123676e-03 6.503801e-03 -2.114123e-03 4.185519e-02 #> [1711] 1.717220e-02 2.620574e-02 2.921746e-02 3.986324e-03 4.927470e-03 #> [1716] 6.986270e-02 -2.428998e-03 2.873429e-02 3.058212e-03 2.853581e-02 #> [1721] -4.204910e-04 4.553319e-03 7.963369e-03 4.756526e-02 4.576071e-02 #> [1726] 5.739502e-02 4.672170e-02 1.652155e-02 6.455933e-03 9.898717e-03 #> [1731] 1.744261e-02 -1.897166e-03 6.995544e-02 -1.108311e-03 5.485441e-02 #> [1736] 2.325503e-02 2.076809e-02 1.389909e-02 5.056040e-02 -2.571354e-03 #> [1741] 1.847460e-02 2.882462e-02 1.991507e-02 7.040998e-04 1.362220e-02 #> [1746] 1.671866e-02 2.648599e-03 1.374247e-01 1.974278e-02 3.534213e-02 #> [1751] -2.026146e-03 1.051333e-02 9.452871e-03 5.819216e-02 9.018341e-03 #> [1756] 4.760125e-02 1.668445e-02 4.170146e-02 9.724560e-03 3.636268e-02 #> [1761] 3.053757e-02 1.120693e-01 3.291408e-02 4.949686e-02 2.340824e-02 #> [1766] 3.221675e-03 2.657460e-02 -2.128095e-03 3.585764e-02 3.848444e-02 #> [1771] 6.811227e-03 1.956391e-02 6.630151e-02 7.636286e-03 2.373967e-03 #> [1776] 1.658033e-02 8.698001e-04 8.525581e-04 1.761250e-02 3.025173e-03 #> [1781] 1.393935e-02 6.125872e-02 4.321480e-03 -2.515927e-03 3.077114e-02 #> [1786] 2.881368e-02 1.289528e-02 -1.882657e-03 8.394761e-03 1.532938e-02 #> [1791] 2.184522e-03 4.617074e-02 1.023445e-02 1.321298e-01 5.603237e-02 #> [1796] 7.345560e-02 2.001669e-03 2.966977e-02 5.563728e-02 -2.466357e-03 #> [1801] 2.089618e-02 7.382386e-03 2.176428e-02 1.561302e-02 2.647471e-03 #> [1806] -1.338972e-03 3.603297e-02 7.451421e-03 7.094577e-03 -3.330271e-04 #> [1811] 5.645596e-02 5.751397e-02 4.285314e-02 4.830163e-02 9.335939e-03 #> [1816] 1.814041e-02 1.814226e-02 3.722589e-02 -1.228427e-03 -1.557707e-03 #> [1821] 3.955922e-03 3.998132e-02 6.964887e-02 8.744290e-02 -5.963529e-04 #> [1826] 4.613966e-02 5.143227e-02 1.601083e-02 2.936431e-02 7.262785e-03 #> [1831] 2.034443e-02 1.339180e-02 2.653578e-03 1.213038e-02 2.228967e-03 #> [1836] 1.688835e-03 1.170200e-02 7.389821e-02 3.950661e-03 7.828968e-03 #> [1841] 3.397288e-03 1.109692e-02 4.594127e-03 7.815606e-03 1.888835e-03 #> [1846] 3.335877e-02 5.124890e-02 8.262367e-03 1.115615e-02 9.303076e-03 #> [1851] 5.201518e-03 2.621977e-03 -1.990703e-03 8.158520e-03 1.084553e-02 #> [1856] -1.670622e-03 1.779282e-02 7.115875e-03 5.189422e-02 1.050368e-01 #> [1861] 1.668553e-03 2.671201e-02 -2.244867e-03 6.440620e-02 2.489605e-02 #> [1866] 3.113932e-02 2.489430e-02 6.387611e-02 4.883468e-03 6.387380e-03 #> [1871] 7.494297e-03 2.538618e-04 2.801927e-02 2.865149e-02 5.533364e-03 #> [1876] -8.060748e-04 1.380123e-02 1.920269e-02 8.268674e-03 2.773548e-02 #> [1881] 1.919966e-04 2.844256e-03 1.631616e-02 -7.385874e-04 2.034442e-02 #> [1886] 2.625027e-03 3.429995e-02 5.532520e-02 5.005807e-02 -1.385768e-03 #> [1891] 4.570324e-02 1.138861e-02 1.931376e-02 4.334586e-02 4.316240e-03 #> [1896] 7.628218e-03 4.305916e-04 -1.360545e-03 1.298767e-01 1.972933e-02 #> [1901] 8.968302e-03 9.007771e-03 1.618158e-02 6.003453e-02 8.926226e-03 #> [1906] -6.663330e-04 1.890612e-02 2.806426e-02 1.000621e-02 -2.574010e-03 #> [1911] 9.315507e-03 -2.254965e-03 5.117149e-02 3.498304e-02 1.914845e-02 #> [1916] 5.194396e-04 8.460486e-04 1.091955e-02 9.637325e-03 -9.165182e-04 #> [1921] 3.691035e-02 1.383434e-03 3.071528e-03 4.281340e-03 9.056671e-03 #> [1926] 2.007237e-03 2.608583e-02 1.819515e-02 2.799998e-02 1.134087e-02 #> [1931] 2.330687e-02 2.060627e-02 -1.299609e-03 1.612155e-01 -2.358339e-03 #> [1936] 2.501028e-02 -1.742936e-03 1.027399e-02 5.585304e-03 4.427786e-03 #> [1941] 7.583667e-02 7.926514e-02 4.958996e-03 5.786751e-02 5.004664e-02 #> [1946] 2.555715e-02 6.588746e-02 1.533029e-03 7.069403e-02 4.834028e-03 #> [1951] 2.461864e-02 -1.821194e-03 3.285253e-02 1.646218e-02 3.306297e-03 #> [1956] 2.167379e-03 3.508180e-02 5.088904e-03 2.140037e-02 4.169344e-03 #> [1961] 5.441065e-03 1.007198e-02 3.838157e-03 2.566180e-02 -2.115178e-03 #> [1966] 1.143886e-02 1.535526e-03 1.615784e-03 1.243615e-02 2.965838e-03 #> [1971] 7.559727e-02 4.666659e-03 -2.639491e-04 1.980938e-02 1.299400e-02 #> [1976] 3.960284e-02 2.025274e-02 5.009958e-03 8.211657e-03 -3.081823e-04 #> [1981] 6.514795e-03 2.152836e-02 3.284910e-02 1.111605e-01 1.338167e-02 #> [1986] 5.016927e-02 2.830845e-02 -2.248083e-03 5.387904e-03 -2.490679e-03 #> [1991] 6.465019e-02 1.839794e-02 2.404400e-02 6.941532e-03 8.450119e-03 #> [1996] 2.069689e-02 2.371707e-02 2.428760e-02 4.519929e-02 2.122954e-02 #> [2001] 3.084701e-02 1.126980e-03 2.541225e-02 6.251572e-03 4.421079e-02 #> [2006] 1.910347e-02 3.382174e-03 4.783555e-02 1.091679e-02 2.101976e-02 #> [2011] -2.508915e-03 3.563032e-02 -6.886882e-04 2.848722e-02 8.238594e-03 #> [2016] 6.162869e-02 2.055231e-03 -2.601354e-03 2.189622e-03 3.780632e-02 #> [2021] 1.290309e-03 1.123745e-02 -1.550159e-03 2.043216e-02 -1.924227e-03 #> [2026] 3.811337e-03 2.104879e-02 -2.083376e-03 1.997152e-04 2.983340e-03 #> [2031] 1.049030e-02 -4.246094e-04 1.042042e-02 4.044657e-03 -1.038165e-03 #> [2036] 5.878506e-02 2.884799e-02 2.210792e-03 1.755952e-02 2.051809e-02 #> [2041] 1.344541e-02 1.819643e-02 4.740052e-02 2.616805e-02 1.579869e-02 #> [2046] -4.108953e-04 -2.308490e-03 2.425244e-02 2.674687e-02 7.578951e-03 #> [2051] 1.270090e-02 -2.232816e-03 2.958160e-02 7.202989e-02 9.019643e-02 #> [2056] 1.615553e-02 8.237616e-03 4.112227e-03 1.607333e-02 1.397729e-03 #> [2061] 1.567984e-02 2.459846e-02 1.518082e-03 1.506804e-02 -2.881424e-03 #> [2066] 1.777418e-02 7.238481e-03 1.751554e-02 7.807988e-03 5.076596e-02 #> [2071] -1.108706e-04 1.953192e-02 1.877432e-01 9.411776e-03 1.655205e-02 #> [2076] 1.258741e-02 5.180420e-03 1.428403e-02 9.897299e-02 9.383346e-03 #> [2081] 2.009348e-02 3.151050e-02 5.831663e-03 4.907977e-02 1.790472e-02 #> [2086] 2.109067e-02 3.336296e-03 -1.857974e-03 2.320993e-03 1.678149e-02 #> [2091] -2.473500e-03 3.353635e-03 1.206729e-01 2.972926e-02 -1.839308e-03 #> [2096] 1.416245e-02 1.872578e-03 4.772565e-02 2.898047e-02 1.159099e-01 #> [2101] 4.845939e-02 -1.030189e-04 1.284280e-03 6.980831e-02 -2.815539e-03 #> [2106] 4.377980e-02 4.798919e-03 1.273178e-02 3.557152e-02 1.701312e-02 #> [2111] 3.813414e-03 1.480783e-03 3.610905e-02 3.659838e-02 5.290277e-02 #> [2116] 2.693653e-02 1.238636e-02 6.824537e-03 4.933642e-03 5.796520e-03 #> [2121] 1.527643e-02 3.159403e-03 1.005599e-01 1.369484e-03 -7.033972e-04 #> [2126] 2.279429e-03 7.593609e-02 2.289419e-03 1.496203e-02 3.122831e-03 #> [2131] -1.817493e-03 -1.488606e-03 2.450313e-02 1.916261e-04 4.222158e-02 #> [2136] -1.688098e-03 -1.760771e-03 6.408142e-03 2.340646e-02 -2.849747e-03 #> [2141] -5.997621e-04 3.519041e-02 1.427143e-02 5.257487e-02 -1.802876e-03 #> [2146] 1.231204e-02 2.376041e-03 4.358487e-02 1.078885e-02 3.428759e-03 #> [2151] -2.615347e-03 1.194716e-02 5.069816e-03 1.211612e-02 -7.596945e-04 #> [2156] 1.469761e-02 2.367190e-03 3.264261e-03 4.666168e-02 5.352693e-02 #> [2161] 2.303973e-03 1.775766e-02 1.912665e-02 6.247345e-02 1.142240e-02 #> [2166] 8.232620e-03 -9.018534e-04 2.276461e-02 2.173550e-02 3.495629e-02 #> [2171] 3.064297e-02 1.235933e-02 5.600016e-02 2.521027e-02 1.928938e-02 #> [2176] 3.321081e-02 3.739623e-02 -5.031562e-04 8.026610e-03 2.027439e-04 #> [2181] 7.427240e-02 -1.561310e-03 3.361568e-02 5.403392e-03 8.990077e-03 #> [2186] 2.037010e-02 2.577938e-02 1.457466e-03 7.261764e-03 7.808967e-03 #> [2191] 7.414458e-02 2.821632e-03 7.552547e-03 -1.329490e-03 1.158914e-02 #> [2196] -8.676771e-04 2.389406e-02 1.507301e-02 3.469592e-02 1.960356e-02 #> [2201] 1.914004e-02 2.498771e-03 5.518699e-03 2.031682e-02 9.177856e-03 #> [2206] 2.139923e-02 7.602188e-02 5.520124e-02 -2.567068e-03 4.490127e-03 #> [2211] 6.204527e-02 5.125376e-02 2.529976e-02 3.051948e-02 3.780695e-02 #> [2216] 1.707060e-02 2.502639e-02 5.404542e-02 1.037564e-01 -1.602539e-04 #> [2221] 7.698135e-03 4.365226e-03 1.118888e-03 1.560500e-02 3.726831e-03 #> [2226] 1.488410e-02 6.713410e-02 -1.266605e-03 4.732127e-02 -5.259187e-04 #> [2231] 1.555321e-03 -7.768566e-04 1.043284e-02 1.450454e-02 1.379361e-03 #> [2236] 8.161092e-02 4.575294e-02 1.595353e-02 -8.057496e-04 4.954648e-02 #> [2241] 2.701268e-02 8.584276e-03 1.899270e-02 2.254054e-02 6.861052e-03 #> [2246] 1.601270e-02 6.111724e-03 5.446135e-03 1.093738e-02 1.158394e-01 #> [2251] 1.620705e-02 4.479455e-02 5.507709e-03 4.559179e-02 1.113623e-03 #> [2256] 3.607489e-02 2.589950e-03 1.830390e-02 1.806520e-02 -1.391996e-03 #> [2261] 1.086325e-01 4.796033e-03 3.851042e-03 6.109127e-02 6.394470e-03 #> [2266] -1.352937e-04 -1.938106e-03 3.377118e-02 6.262428e-03 1.379903e-04 #> [2271] 1.744777e-01 1.043928e-02 4.332678e-02 2.942606e-02 2.660514e-02 #> [2276] 3.335902e-03 8.817204e-04 2.103414e-03 5.519939e-02 6.253727e-03 #> [2281] 3.381549e-02 3.933747e-03 4.493471e-03 2.792193e-02 1.229615e-02 #> [2286] 3.512614e-02 9.491748e-03 1.297480e-02 2.619241e-02 3.696437e-02 #> [2291] -1.932089e-03 9.554452e-03 1.008385e-01 5.410704e-02 5.925991e-02 #> [2296] 3.431670e-03 4.555953e-02 2.792454e-03 2.311759e-03 2.752980e-02 #> [2301] 1.150874e-02 2.582307e-03 5.546213e-02 3.744571e-02 4.605537e-04 #> [2306] 1.622503e-03 7.470240e-03 3.918975e-03 1.917969e-02 -1.576896e-03 #> [2311] 1.976717e-02 2.021327e-02 7.710665e-03 2.053067e-03 1.767610e-02 #> [2316] 6.307332e-02 1.770809e-02 3.819625e-03 9.207384e-02 -1.138759e-03 #> 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3.778097e-02 1.545831e-02 6.640370e-02 #> [2916] 1.070397e-02 1.040023e-02 2.525324e-03 1.535845e-04 -2.602029e-03 #> [2921] 2.434291e-02 1.994439e-03 8.828136e-02 1.653963e-02 6.026849e-02 #> [2926] 9.463544e-02 -2.294269e-03 7.381128e-02 1.349733e-02 2.166846e-02 #> [2931] 1.364990e-02 2.508393e-02 8.868392e-03 9.347786e-02 1.373171e-02 #> [2936] -8.170957e-04 3.148618e-03 6.789243e-03 -2.453498e-03 1.181150e-01 #> [2941] -2.501603e-03 -2.876447e-03 3.501151e-03 3.093143e-03 2.401026e-02 #> [2946] 2.801394e-02 7.373462e-04 3.468860e-03 7.659084e-04 1.152107e-02 #> [2951] 1.182478e-02 1.460688e-03 4.781602e-02 2.278678e-02 -2.359528e-03 #> [2956] 2.699195e-02 -1.902305e-03 2.465521e-02 1.153284e-02 1.956544e-02 #> [2961] 6.001377e-03 1.782224e-02 4.707725e-03 2.706321e-02 1.014562e-03 #> [2966] 6.138777e-03 5.866025e-02 2.624293e-02 1.105976e-02 3.917855e-02 #> [2971] 2.862978e-02 4.450000e-02 2.666207e-02 8.111566e-03 2.691297e-02 #> [2976] 5.495446e-02 2.612010e-02 2.573284e-02 3.374491e-02 3.818765e-02 #> [2981] 6.425355e-03 7.566600e-02 1.072921e-02 3.364878e-02 4.890256e-03 #> [2986] 2.405005e-03 3.480822e-02 4.366262e-03 3.940973e-02 1.215127e-02 #> [2991] -2.644345e-03 4.754972e-02 1.602891e-02 6.996881e-03 2.395087e-02 #> [2996] 3.540222e-02 9.992748e-03 6.929208e-03 2.209249e-02 1.270535e-02 #> [3001] 5.769085e-02 1.557066e-02 -1.551389e-03 6.192846e-02 -2.569098e-03 #> [3006] 6.529163e-02 1.229034e-02 1.999039e-02 -1.072262e-03 1.611149e-02 #> [3011] 1.308548e-03 8.301365e-02 1.875237e-02 5.052781e-03 2.843971e-02 #> [3016] 1.541929e-03 1.778673e-02 2.530446e-03 2.262164e-02 8.113596e-03 #> [3021] -2.937065e-03 1.184221e-01 7.442226e-04 3.825156e-02 2.310091e-02 #> [3026] 2.871275e-02 1.034481e-02 3.836139e-02 4.801884e-03 1.810885e-02 #> [3031] 4.450766e-02 -2.900830e-03 -1.975767e-03 -1.775132e-03 -4.586852e-04 #> [3036] 1.229780e-02 3.029847e-03 1.112541e-02 -9.742940e-04 1.422618e-02 #> [3041] 3.974547e-02 4.492435e-03 9.646841e-04 2.532068e-04 1.968408e-02 #> [3046] 1.980404e-02 1.013499e-02 8.370402e-02 1.360370e-02 1.293382e-04 #> [3051] 1.037662e-02 3.219578e-02 2.406195e-02 7.615582e-02 2.474849e-02 #> [3056] -1.272086e-03 5.964608e-03 1.757342e-02 -1.665161e-03 -2.693269e-03 #> [3061] 8.411202e-02 1.532353e-02 1.683032e-02 6.876411e-04 1.014084e-02 #> [3066] 5.305951e-02 2.175426e-02 7.508494e-02 7.906679e-02 4.565822e-02 #> [3071] 4.973816e-02 1.989087e-02 2.059763e-03 1.285710e-02 3.217863e-03 #> [3076] 2.224198e-02 4.573089e-02 -1.269770e-03 1.867276e-02 2.133107e-03 #> [3081] 1.283002e-02 4.897750e-02 4.713789e-04 9.942251e-04 7.712680e-02 #> [3086] 3.601250e-02 3.184857e-03 -2.031035e-03 2.041408e-02 5.016261e-03 #> [3091] 2.505921e-02 4.035649e-02 6.079997e-02 1.159008e-01 4.332849e-02 #> [3096] 5.066886e-02 2.574705e-02 1.820681e-02 1.292478e-01 1.453810e-03 #> [3101] 9.208686e-03 -3.848160e-04 4.379483e-02 2.331419e-02 5.821772e-02 #> [3106] 8.199160e-03 -5.600509e-04 2.462250e-02 6.613519e-03 3.697485e-03 #> [3111] 2.266190e-02 1.565411e-02 6.563944e-02 5.838719e-02 -1.918202e-03 #> [3116] 2.201867e-02 3.694401e-02 5.535503e-03 1.944643e-02 5.682623e-03 #> [3121] 1.152037e-02 5.741302e-02 4.135718e-03 -1.379720e-03 6.087225e-02 #> [3126] 3.202361e-02 5.428699e-02 -1.926207e-03 4.203057e-03 1.160571e-03 #> [3131] 1.227696e-03 4.876135e-03 6.736531e-03 5.154947e-03 4.254198e-02 #> [3136] 2.094415e-02 2.317106e-04 1.200026e-02 6.813294e-02 5.748365e-03 #> [3141] 1.409206e-01 3.056140e-04 3.094415e-02 -8.188693e-04 2.222766e-03 #> [3146] 2.337810e-02 4.804695e-03 8.495099e-03 2.415282e-02 1.799327e-02 #> [3151] 2.114779e-02 5.423656e-02 2.257489e-02 1.740385e-02 1.201760e-02 #> [3156] 2.609157e-02 -3.885398e-04 1.169110e-02 1.401456e-02 2.677926e-04 #> [3161] 8.724781e-05 3.533727e-02 4.162564e-02 2.166806e-02 8.047786e-02 #> [3166] 1.124498e-02 4.330237e-02 6.399127e-03 -4.575687e-04 2.968203e-03 #> [3171] 6.321777e-02 -1.202400e-03 3.173611e-02 -2.563906e-03 1.600170e-02 #> [3176] 3.745513e-03 2.138391e-02 1.974278e-02 1.383615e-02 1.086671e-02 #> [3181] 3.830378e-02 1.036100e-03 5.970276e-03 2.865939e-02 2.218595e-03 #> [3186] 5.160481e-03 1.357441e-02 -7.704145e-04 1.871611e-02 1.463367e-02 #> [3191] 1.225920e-02 1.987239e-02 1.191140e-03 6.674729e-03 -2.516297e-03 #> [3196] -2.406448e-03 7.444471e-02 1.502587e-02 4.723098e-03 1.141242e-02 #> [3201] 1.622170e-02 2.132674e-02 3.420789e-02 4.502837e-02 9.906135e-03 #> [3206] 4.654977e-02 5.879084e-03 2.263739e-02 4.974132e-03 3.996121e-02 #> [3211] 4.626406e-03 2.972755e-03 3.093048e-02 1.439054e-02 9.967185e-02 #> [3216] 2.478754e-02 6.445073e-03 2.787099e-02 4.084851e-03 2.571495e-02 #> [3221] 1.432284e-01 1.992433e-02 5.176308e-02 8.450442e-02 1.349643e-01 #> [3226] 1.279259e-02 5.320303e-02 6.374667e-02 4.010820e-02 6.804738e-04 #> [3231] 3.808849e-02 -2.872359e-03 1.248906e-02 4.280092e-04 3.654456e-02 #> [3236] 1.806597e-02 3.997316e-02 -8.474965e-04 9.178522e-03 5.505488e-02 #> [3241] 4.401125e-03 1.416709e-02 2.641413e-02 2.045972e-03 9.080736e-02 #> [3246] 3.349956e-03 2.434307e-02 5.564643e-02 2.217463e-02 -1.524300e-03 #> [3251] -2.325198e-03 2.060222e-03 4.631584e-02 1.856217e-02 2.791788e-02 #> [3256] 1.948318e-02 -1.523742e-03 1.019438e-02 1.526828e-02 2.136349e-03 #> [3261] 3.487189e-02 6.450421e-02 2.476074e-03 1.409652e-02 2.233704e-03 #> [3266] 1.912392e-03 -2.536774e-06 2.004933e-02 4.716015e-02 2.937471e-02 #> [3271] -1.351888e-03 8.396819e-03 1.409984e-02 -2.836939e-03 5.772077e-02 #> [3276] 2.230220e-02 5.069708e-03 9.942206e-03 6.404973e-03 1.197802e-02 #> [3281] 1.147003e-02 -2.352757e-03 3.248761e-02 1.343171e-02 8.319172e-03 #> [3286] 2.350336e-02 -2.102828e-03 3.769910e-02 4.822230e-02 2.360693e-02 #> [3291] 4.330369e-02 5.125759e-03 1.591151e-01 -2.127256e-03 1.960460e-02 #> [3296] 5.740822e-02 3.196989e-02 2.961011e-03 1.440963e-03 3.888478e-02 #> [3301] 8.743047e-02 3.960757e-02 -2.727817e-03 3.691772e-02 7.317348e-03 #> [3306] 7.745880e-02 7.044227e-03 4.423317e-02 1.135932e-02 7.005162e-03 #> [3311] 2.155878e-03 3.564937e-02 2.539277e-02 1.511254e-03 1.906389e-02 #> [3316] 3.586916e-02 1.767745e-02 2.919503e-02 -2.277031e-03 1.406417e-02 #> [3321] 2.176831e-02 4.031619e-02 4.722221e-02 1.355952e-02 -1.859137e-03 #> [3326] 2.110070e-02 1.587382e-02 7.772062e-02 -5.858341e-04 2.237355e-03 #> [3331] 3.109894e-03 2.543425e-02 8.147119e-03 1.457259e-02 1.496321e-02 #> [3336] 5.721169e-02 5.467841e-02 5.142543e-03 1.948032e-02 6.770586e-03 #> [3341] 2.158177e-02 2.491858e-02 8.261176e-03 1.386538e-02 -6.094560e-04 #> [3346] 3.159154e-03 4.158394e-03 1.513505e-02 4.405868e-02 2.322118e-03 #> [3351] 1.307609e-02 5.943963e-02 1.827797e-02 -2.821985e-03 1.744261e-02 #> [3356] 2.198815e-02 2.216293e-02 3.176523e-03 1.755944e-02 5.506059e-02 #> [3361] 6.098281e-03 5.035442e-03 8.278225e-03 2.295382e-02 2.994840e-02 #> [3366] 5.525064e-02 1.957467e-02 2.969063e-02 6.126329e-02 1.577234e-02 #> [3371] 3.102709e-02 4.521843e-02 9.785028e-03 1.356951e-02 6.668984e-02 #> [3376] 3.451378e-02 1.224112e-02 2.114747e-02 1.285252e-02 3.518428e-02 #> [3381] 7.427530e-03 1.152382e-02 1.583107e-03 5.240005e-02 2.335532e-02 #> [3386] -2.428886e-03 1.691479e-02 5.470923e-03 2.104124e-02 2.271403e-02 #> [3391] 1.273358e-04 1.135728e-02 1.677426e-02 1.610888e-02 -2.570936e-03 #> [3396] 6.614669e-02 -1.957766e-03 1.029980e-01 -3.628570e-04 1.109559e-02 #> [3401] 3.241822e-02 1.047424e-02 3.711225e-03 1.280201e-02 -9.397205e-04 #> [3406] 1.910261e-02 2.046407e-02 5.061432e-05 2.671176e-02 1.080134e-02 #> [3411] 1.738916e-03 -1.782736e-03 6.896938e-03 2.468944e-02 1.539518e-01 #> [3416] 1.028658e-02 3.643844e-02 2.228478e-02 2.403515e-02 6.138756e-03 #> [3421] 1.177392e-02 6.261715e-03 4.059542e-02 2.356727e-02 2.385272e-02 #> [3426] 2.034472e-02 1.348821e-02 3.673163e-03 1.908641e-03 -2.739443e-04 #> [3431] 2.828204e-02 -2.524026e-03 1.238828e-02 2.833191e-02 1.272476e-02 #> [3436] 2.286051e-02 4.517000e-02 1.977585e-03 1.183799e-01 3.728075e-02 #> [3441] 1.424428e-03 1.358304e-02 9.700820e-04 2.980144e-03 3.837752e-02 #> [3446] -2.586294e-03 -1.423855e-03 3.899568e-02 1.048982e-02 -1.352750e-03 #> [3451] 8.913162e-03 2.497945e-02 6.885217e-03 5.320469e-03 3.678463e-02 #> [3456] 2.210135e-03 1.782895e-02 1.716133e-02 9.396676e-02 7.244224e-02 #> [3461] 1.381860e-02 5.270905e-02 1.357000e-02 2.742471e-02 2.458163e-02 #> [3466] 3.195343e-04 8.337699e-03 1.721793e-02 1.198915e-02 1.001194e-01 #> [3471] 1.581893e-02 7.046257e-02 6.023261e-02 7.046609e-02 2.446958e-02 #> [3476] 5.862417e-02 3.615487e-02 1.961007e-02 3.917661e-02 4.811140e-02 #> [3481] 2.224857e-02 1.344196e-02 1.803612e-02 1.789028e-02 3.975296e-02 #> [3486] 3.578970e-02 -1.926054e-03 3.890426e-02 2.815622e-03 -1.687716e-03 #> [3491] -2.529440e-03 8.551944e-03 -1.185529e-03 1.064760e-02 1.735263e-02 #> [3496] 3.008347e-02 8.697232e-03 1.471013e-01 5.742199e-04 3.494929e-03 #> [3501] 2.203641e-02 -2.945135e-04 5.829774e-02 7.201842e-03 1.189688e-03 #> [3506] 5.458149e-02 -2.152955e-03 5.375404e-03 2.358563e-02 1.363350e-02 #> [3511] 3.654386e-02 1.608243e-01 7.317608e-02 2.505359e-03 3.923557e-03 #> [3516] 3.670487e-02 6.142090e-03 7.701923e-03 6.125330e-02 -6.171507e-04 #> [3521] 3.359340e-02 -1.090318e-03 7.186315e-03 -2.354282e-03 2.457720e-02 #> [3526] 7.373876e-03 6.663109e-02 5.009064e-02 1.290036e-02 2.786064e-02 #> [3531] 1.887541e-02 8.729695e-03 1.274026e-02 4.762680e-03 2.656124e-02 #> [3536] 9.600928e-03 2.238670e-02 7.357543e-02 6.652324e-02 1.772345e-02 #> [3541] 3.126118e-02 9.717403e-03 1.234653e-02 2.621450e-02 2.999041e-04 #> [3546] 4.691506e-03 -5.999165e-04 1.891484e-02 1.473428e-02 1.139476e-02 #> [3551] 1.675783e-02 3.475234e-02 1.069972e-02 3.603964e-03 -2.394381e-03 #> [3556] 8.910168e-02 1.513421e-02 7.682592e-03 3.719108e-02 2.373465e-02 #> [3561] 4.557440e-03 7.790257e-02 5.211476e-02 2.729019e-02 1.102856e-04 #> [3566] -1.244166e-04 1.983509e-02 9.737978e-03 1.081303e-01 -6.938201e-04 #> [3571] 2.671733e-02 1.292202e-02 1.929320e-02 7.984716e-02 2.712946e-03 #> [3576] -2.919975e-03 4.525296e-02 -1.251791e-03 2.680897e-02 7.085635e-02 #> [3581] 2.267301e-02 7.263669e-02 7.303063e-03 5.680719e-02 7.496114e-03 #> [3586] 9.700027e-03 3.946642e-03 2.923525e-03 5.741969e-02 9.134057e-03 #> [3591] 6.517270e-03 2.472695e-02 1.022757e-01 3.216418e-02 1.304350e-02 #> [3596] 5.568184e-02 7.834264e-03 2.063482e-02 8.555949e-03 9.848411e-03 #> [3601] 8.868874e-02 9.254900e-02 -3.322815e-04 3.927496e-02 8.776905e-03 #> [3606] 3.856016e-02 1.794012e-02 5.705899e-02 1.465595e-02 1.211014e-02 #> [3611] 8.282277e-02 1.895266e-02 1.600368e-02 1.404340e-02 5.504990e-02 #> [3616] 4.075249e-02 3.881001e-02 4.595376e-02 1.975691e-02 1.636693e-03 #> [3621] 6.716231e-02 2.567995e-02 5.203016e-03 1.856143e-02 8.014979e-03 #> [3626] 2.967490e-02 -1.724435e-04 3.026381e-02 9.592824e-03 8.975599e-03 #> [3631] 3.959756e-03 -2.558948e-03 9.497891e-04 -1.193532e-03 1.460587e-02 #> [3636] -1.587173e-03 -4.490193e-04 -2.288946e-03 9.310783e-02 5.665414e-02 #> [3641] 1.419262e-02 7.563705e-02 1.159811e-02 4.021549e-03 5.878956e-03 #> [3646] 9.852494e-03 4.371296e-03 3.156065e-02 1.772556e-03 4.771247e-02 #> [3651] 1.252781e-02 -2.561811e-03 -1.865816e-03 4.254179e-02 3.099974e-02 #> [3656] 5.052944e-03 1.538072e-04 1.990621e-04 3.373917e-02 6.001233e-03 #> [3661] 5.394401e-02 3.270727e-02 1.048052e-02 2.543997e-02 1.461034e-02 #> [3666] 8.526336e-03 1.388970e-02 1.005153e-02 5.151102e-02 4.156820e-02 #> [3671] -9.807732e-04 7.043558e-02 8.774331e-02 8.412077e-02 2.292777e-03 #> [3676] 1.013366e-02 2.333159e-04 9.990326e-02 3.566318e-02 -6.327021e-04 #> [3681] -1.726803e-03 8.856110e-03 -9.694461e-04 -2.049072e-03 1.189462e-02 #> [3686] 2.071426e-02 1.374802e-02 -2.223897e-03 6.663751e-02 -1.205919e-03 #> [3691] 8.067771e-02 8.295856e-03 1.371299e-02 1.209536e-02 1.386409e-02 #> [3696] 2.047480e-02 2.713904e-02 4.893107e-03 8.554138e-03 9.337617e-02 #> [3701] 2.441249e-03 3.758047e-02 -3.889200e-04 8.335910e-03 -6.743212e-04 #> [3706] -2.398812e-03 1.187266e-02 1.223506e-02 5.429312e-02 -2.257972e-03 #> [3711] 7.029019e-04 2.648520e-03 5.852053e-03 4.695748e-02 3.355231e-03 #> [3716] 4.831463e-02 7.934225e-03 1.181485e-02 4.698302e-02 -1.058927e-03 #> [3721] 7.733015e-04 1.348861e-02 8.862422e-02 5.429009e-02 8.156819e-03 #> [3726] 7.596585e-03 3.829531e-03 4.299228e-02 2.608637e-02 4.488095e-02 #> [3731] 7.848212e-03 8.252625e-03 1.523382e-02 3.216146e-02 5.883908e-02 #> [3736] 3.183978e-04 3.887316e-02 2.304647e-03 3.783170e-02 3.326932e-02 #> [3741] 9.177659e-03 2.315245e-02 3.460127e-02 5.614293e-03 4.163099e-03 #> [3746] 8.536753e-02 1.709876e-02 2.062369e-02 2.815867e-02 1.030870e-01 #> [3751] -3.289727e-04 1.091449e-02 6.404196e-03 -1.873940e-03 1.697727e-03 #> [3756] 9.314150e-04 5.645485e-03 6.052984e-03 5.566210e-02 1.175984e-02 #> [3761] 7.331564e-02 2.814731e-02 8.623357e-03 4.643931e-04 1.028325e-02 #> [3766] 2.111154e-04 4.251821e-02 1.591601e-03 -1.409145e-03 5.963278e-02 #> [3771] 2.473784e-02 3.904296e-02 1.704233e-03 -6.878777e-04 4.524819e-02 #> [3776] 1.772504e-02 2.719731e-02 2.420507e-02 1.327039e-02 5.264173e-02 #> [3781] 1.027452e-02 7.564310e-03 -2.530397e-03 1.463048e-01 8.411158e-03 #> [3786] 9.265239e-02 1.713271e-02 3.914220e-03 1.754929e-02 7.428245e-03 #> [3791] 2.445407e-02 2.171564e-03 2.179275e-02 1.269184e-04 7.949253e-02 #> [3796] 5.947143e-03 7.899540e-03 1.213639e-03 6.623157e-03 5.387970e-02 #> [3801] 3.157161e-02 9.058358e-02 2.702407e-02 3.339702e-02 4.082794e-03 #> [3806] 1.014347e-01 1.370715e-02 8.777746e-02 5.756390e-02 1.410055e-02 #> [3811] -2.263631e-03 4.437683e-02 -6.591292e-04 3.004344e-03 2.627546e-02 #> [3816] 1.179525e-02 1.252151e-02 5.890052e-02 1.688866e-02 -2.358221e-03 #> [3821] 1.209644e-02 8.630318e-03 -1.569247e-04 3.037216e-02 2.869525e-02 #> [3826] 1.179456e-02 6.448595e-02 6.766988e-03 4.566995e-02 1.096180e-02 #> [3831] 6.513958e-03 5.942870e-03 7.795817e-03 1.152283e-02 1.178173e-02 #> [3836] 2.404145e-02 3.939307e-04 1.287368e-02 8.981096e-03 1.772088e-02 #> [3841] 1.235277e-02 3.357105e-02 4.917094e-02 8.120126e-02 7.151791e-03 #> [3846] 2.009375e-02 -1.069756e-03 2.535762e-03 -2.578595e-03 2.198733e-03 #> [3851] 5.451959e-03 1.390552e-03 1.419297e-02 1.909770e-03 7.063492e-03 #> [3856] -1.537435e-03 3.334640e-02 2.692454e-02 3.608179e-02 4.571727e-02 #> [3861] 1.510421e-02 7.030996e-02 1.046065e-02 3.359752e-02 1.379765e-01 #> [3866] 7.010466e-03 2.929714e-02 4.397438e-02 1.123653e-02 1.291202e-02 #> [3871] 1.098987e-02 8.971943e-03 1.375898e-02 8.271952e-02 8.638031e-04 #> [3876] 3.356881e-03 2.338373e-03 5.927493e-03 -1.852201e-03 7.809487e-02 #> [3881] 2.099281e-02 1.406024e-02 7.445652e-02 1.327070e-02 -2.219403e-03 #> [3886] 3.256528e-02 2.601754e-02 1.971020e-02 7.665938e-03 -1.306313e-03 #> [3891] 5.601717e-02 3.686143e-03 3.292465e-03 -1.660648e-03 7.275627e-03 #> [3896] -1.632911e-03 -7.381453e-05 3.955558e-02 1.170909e-02 2.945224e-02 #> [3901] 9.060673e-03 1.899527e-02 6.664491e-03 2.194438e-02 1.122455e-02 #> [3906] 3.056846e-02 2.724983e-02 1.782221e-02 1.854764e-02 1.081567e-02 #> [3911] 6.648866e-03 1.914963e-02 3.551554e-02 8.165104e-03 3.921673e-03 #> [3916] 2.356407e-02 1.472712e-02 7.279717e-03 4.917503e-02 1.804181e-02 #> [3921] 6.596441e-03 3.763088e-04 -1.451748e-03 8.322944e-04 1.425380e-02 #> [3926] -1.574063e-03 3.354150e-03 4.686176e-02 2.717359e-03 5.747680e-02 #> [3931] 2.924942e-02 2.546594e-03 3.223159e-02 9.333504e-03 4.637828e-02 #> [3936] 4.989516e-03 5.199421e-02 1.541692e-02 -1.692902e-03 4.051424e-02 #> [3941] 4.734731e-02 1.816573e-02 4.482951e-02 9.601372e-03 6.507318e-03 #> [3946] 3.769564e-03 5.039817e-03 3.877294e-02 1.459227e-02 2.119629e-03 #> [3951] 1.963136e-02 5.782959e-02 1.377326e-03 1.609469e-02 9.813347e-04 #> [3956] 2.452060e-02 3.001135e-02 1.115801e-02 3.808289e-02 1.707053e-02 #> [3961] 5.543394e-03 4.217639e-02 6.016287e-02 2.079317e-02 1.926422e-02 #> [3966] 2.028217e-03 5.522516e-03 6.345784e-04 -1.179407e-04 5.640892e-02 #> [3971] 1.048131e-02 4.580649e-04 5.219761e-02 1.408270e-02 1.513188e-02 #> [3976] 5.230197e-02 2.265936e-02 4.595929e-03 1.119041e-02 5.623666e-02 #> [3981] 1.425426e-02 2.051126e-02 3.646850e-03 5.951764e-02 -1.121876e-03 #> [3986] 1.789230e-02 -2.477517e-04 2.064505e-02 9.361977e-03 2.573416e-02 #> [3991] 4.811381e-02 3.126665e-02 1.381423e-03 1.377014e-03 1.490805e-02 #> [3996] 1.299228e-03 -1.097513e-03 3.912417e-02 8.777437e-02 9.426664e-03 #> [4001] 6.640506e-02 1.827580e-04 3.409692e-02 1.160279e-02 8.960894e-03 #> [4006] 1.339878e-02 1.181833e-02 -7.225670e-04 5.540043e-03 3.575652e-02 #> [4011] 4.304136e-04 2.991193e-02 7.285191e-03 1.931436e-02 2.390143e-02 #> [4016] 6.364382e-02 1.326719e-01 5.743384e-03 3.956606e-02 -1.946163e-03 #> [4021] -1.843147e-03 2.908634e-02 1.938187e-02 2.050227e-02 3.002657e-03 #> [4026] 2.002148e-02 1.448923e-02 5.174523e-02 1.274837e-02 1.903947e-02 #> [4031] 2.593251e-02 7.863033e-03 2.966907e-02 1.360091e-02 3.510552e-02 #> [4036] -7.434177e-04 3.678743e-02 6.228696e-02 4.354420e-02 2.770500e-02 #> [4041] -1.060069e-03 1.385282e-02 2.154217e-02 3.911874e-02 8.424684e-02 #> [4046] 2.720660e-02 2.568220e-02 6.190314e-03 1.095827e-01 4.270212e-02 #> [4051] 1.357675e-02 1.534353e-02 1.864263e-04 3.886007e-02 1.487800e-02 #> [4056] 4.238729e-02 1.120259e-01 2.105411e-02 -4.632134e-05 5.035771e-03 #> [4061] -1.155601e-04 1.736437e-03 3.570575e-02 2.094476e-02 1.496412e-02 #> [4066] 9.614305e-02 1.414392e-02 -1.290408e-03 1.993799e-03 2.617178e-02 #> [4071] 3.784032e-02 7.908867e-03 8.219337e-04 1.975109e-02 3.231588e-03 #> [4076] 1.560735e-03 4.137022e-03 9.535088e-03 1.206655e-02 3.730378e-03 #> [4081] 6.562153e-02 2.109476e-02 4.572186e-02 1.291920e-02 5.990025e-02 #> [4086] 3.487805e-03 1.098354e-02 1.317497e-02 7.282498e-02 3.552721e-03 #> [4091] 1.938864e-02 2.323828e-02 2.717995e-02 2.027514e-02 6.544030e-04 #> [4096] 2.834599e-02 3.362681e-03 1.507149e-03 1.317171e-02 5.752095e-02 #> [4101] 5.963033e-03 1.952886e-02 1.272115e-02 2.716299e-02 5.217431e-02 #> [4106] 1.260335e-03 4.080805e-03 4.456099e-03 4.571284e-03 1.644601e-03 #> [4111] 7.632721e-03 2.085298e-02 1.341679e-02 1.215896e-03 3.375068e-02 #> [4116] 2.040508e-02 6.023559e-02 5.899042e-03 6.020574e-03 4.783715e-02 #> [4121] -1.199709e-03 2.670826e-02 1.077113e-02 4.824778e-03 2.864573e-02 #> [4126] 7.405571e-02 1.858652e-02 -1.848169e-03 4.063753e-02 1.662070e-03 #> [4131] 3.893436e-02 -1.347181e-03 2.313814e-03 3.680185e-02 2.869437e-02 #> [4136] 1.961657e-02 2.199134e-03 9.624059e-02 2.169917e-02 1.506119e-02 #> [4141] 5.020983e-02 1.881312e-02 4.709557e-02 6.574353e-03 1.778481e-02 #> [4146] 5.374333e-03 5.743333e-02 5.942204e-02 3.965048e-02 1.812033e-02 #> [4151] 3.936088e-02 1.533236e-03 1.058909e-02 3.109443e-02 1.293436e-02 #> [4156] 2.286678e-02 3.232518e-02 4.436179e-02 1.279209e-02 2.099512e-02 #> [4161] 8.431990e-03 3.142981e-02 7.683255e-02 7.882065e-03 2.706860e-02 #> [4166] 1.303003e-02 1.888057e-02 7.419545e-02 6.342035e-03 -5.468802e-04 #> [4171] 6.654812e-02 4.845625e-04 1.912677e-02 1.320609e-02 1.216692e-02 #> [4176] 1.021558e-01 8.892672e-03 1.458124e-02 5.329934e-02 5.511953e-03 #> [4181] -1.980631e-03 1.591285e-04 2.723724e-02 3.478530e-02 4.814252e-02 #> [4186] 1.166673e-02 8.672777e-03 5.675040e-02 6.513449e-02 2.052194e-02 #> [4191] -1.943701e-03 3.532260e-02 4.427894e-02 5.769570e-02 2.026432e-02 #> [4196] 2.806021e-02 1.117699e-02 4.051922e-03 7.089216e-03 5.183717e-04 #> [4201] 4.915222e-03 -8.139908e-04 1.144296e-02 1.058608e-01 1.940011e-02 #> [4206] 1.196029e-02 4.990570e-02 1.810423e-02 3.943977e-03 4.942626e-03 #> [4211] 3.038254e-03 1.416346e-02 6.702244e-03 1.341664e-04 7.547500e-02 #> [4216] -6.014181e-04 3.670711e-05 1.759949e-03 -1.229356e-03 1.915625e-02 #> [4221] -2.029021e-03 7.302329e-02 3.766510e-02 6.470291e-03 1.305876e-02 #> [4226] -9.686190e-04 4.797929e-02 1.350881e-01 6.545475e-03 2.153669e-02 #> [4231] 2.011700e-02 3.983772e-02 -2.419998e-03 4.216496e-02 3.329030e-02 #> [4236] 3.896045e-02 3.036439e-02 2.896083e-03 7.314771e-03 1.104076e-01 #> [4241] 5.751002e-03 1.029692e-02 1.333281e-02 4.781886e-02 8.756499e-02 #> [4246] 5.065722e-03 3.922001e-02 5.095013e-03 4.183715e-02 6.611289e-03 #> [4251] 1.269184e-02 5.374595e-02 1.157931e-02 1.822334e-02 7.222208e-03 #> [4256] 3.235236e-04 9.645320e-03 -2.407953e-03 2.333372e-02 5.083638e-03 #> [4261] 1.514201e-01 2.006783e-02 3.222357e-02 -9.040444e-04 6.437826e-03 #> [4266] 3.692124e-03 2.952207e-03 4.991981e-02 1.345071e-02 1.109476e-01 #> [4271] 9.677391e-03 4.271158e-02 2.259543e-02 1.185627e-02 -2.349847e-03 #> [4276] 3.353035e-02 4.796677e-03 1.103392e-01 2.958458e-02 1.130254e-01 #> [4281] 5.976819e-02 1.322971e-02 3.092407e-02 8.046309e-03 2.406551e-03 #> [4286] -1.795244e-04 3.369684e-02 1.841724e-02 1.642253e-02 -6.893293e-04 #> [4291] 2.038404e-02 4.162813e-03 3.093811e-02 6.932805e-04 1.174744e-02 #> [4296] 1.732358e-03 2.438705e-03 2.200888e-02 1.377901e-02 3.429776e-02 #> [4301] 7.640385e-03 9.380366e-04 1.178943e-03 5.586516e-02 -1.425256e-03 #> [4306] 2.070561e-02 5.636104e-02 6.787557e-03 2.892089e-02 2.210099e-02 #> [4311] 3.208127e-02 1.468335e-02 2.794074e-02 2.733372e-03 7.118502e-03 #> [4316] -1.841767e-03 -1.680863e-03 2.512369e-02 -8.392539e-04 8.141580e-02 #> [4321] 2.527296e-02 1.821565e-02 -1.745169e-03 2.034212e-02 6.419717e-03 #> [4326] 7.910655e-03 3.177992e-02 1.653363e-02 9.743475e-03 2.589877e-02 #> [4331] 1.342946e-02 1.355253e-03 8.238393e-02 -2.938918e-03 2.370014e-02 #> [4336] 4.313940e-03 3.279517e-03 2.561416e-02 1.733366e-02 5.605311e-02 #> [4341] 1.436891e-02 1.649961e-03 5.898163e-02 2.175300e-02 4.961497e-02 #> [4346] 1.890928e-02 4.756537e-02 7.938607e-02 1.961278e-02 7.909242e-02 #> [4351] 8.542239e-03 3.118053e-03 6.232466e-02 -1.450790e-03 2.715324e-02 #> [4356] -2.341138e-03 -2.323003e-03 -2.857275e-03 1.505079e-02 2.106345e-03 #> [4361] 3.984836e-03 3.427851e-03 1.329513e-02 -1.459649e-03 4.210641e-02 #> [4366] -2.835040e-03 3.889919e-02 1.173550e-02 3.600537e-02 1.050153e-01 #> [4371] 3.298921e-02 3.881414e-02 -2.933260e-03 -2.307766e-03 1.043930e-01 #> [4376] 6.398031e-03 3.769073e-03 3.790882e-03 2.127794e-02 3.127251e-02 #> [4381] -3.628298e-04 5.607837e-03 4.181641e-02 3.985262e-02 3.292462e-02 #> [4386] 5.916952e-04 8.832809e-03 1.566461e-02 2.104766e-02 4.680259e-02 #> [4391] -1.139975e-03 1.110287e-01 6.306620e-04 1.212220e-01 -2.274275e-03 #> [4396] 1.281579e-03 -5.590555e-04 7.958714e-02 1.025728e-02 3.928318e-02 #> [4401] 6.807846e-02 1.049371e-01 3.504400e-02 2.863423e-02 1.987341e-03 #> [4406] 3.192475e-02 2.070630e-02 3.765141e-02 -1.541979e-03 5.487713e-02 #> [4411] 3.851719e-02 1.739025e-02 4.506979e-02 2.677126e-02 9.075934e-03 #> [4416] 8.365458e-02 1.741704e-02 1.760870e-02 1.106575e-02 6.761821e-02 #> [4421] 1.133193e-02 3.026451e-02 1.444981e-01 8.621335e-03 2.563390e-02 #> [4426] 3.229623e-02 1.980353e-02 3.370774e-02 2.833270e-02 5.934352e-03 #> [4431] 1.471317e-02 4.647459e-02 2.485961e-02 3.059991e-03 1.363358e-03 #> [4436] 5.859500e-03 6.359869e-02 2.605877e-03 2.046598e-02 4.521846e-02 #> [4441] 5.160040e-03 3.056564e-03 1.259718e-04 -3.585183e-04 1.656425e-03 #> [4446] 3.278588e-03 -1.712937e-03 -1.370717e-03 1.069524e-02 4.891732e-02 #> [4451] 3.681946e-04 3.418503e-02 2.753701e-02 -2.505408e-03 8.202462e-03 #> [4456] 1.261531e-02 2.338456e-02 4.110376e-03 7.259566e-04 2.011013e-02 #> [4461] 3.997383e-02 5.962014e-03 5.679034e-04 3.912512e-02 1.891997e-02 #> [4466] 3.923447e-02 1.143429e-02 1.836384e-02 2.076667e-02 7.554368e-02 #> [4471] 3.000659e-02 2.076154e-02 8.341093e-03 6.547932e-03 9.458714e-03 #> [4476] 3.744092e-02 1.415350e-03 8.424903e-03 9.563811e-03 3.294141e-02 #> [4481] 2.620042e-03 1.154122e-01 5.721456e-02 3.456534e-02 -2.679825e-03 #> [4486] 2.455328e-02 3.216031e-02 -2.368877e-03 3.643991e-02 3.422972e-02 #> [4491] 1.075779e-02 8.439185e-02 1.398260e-02 -1.491459e-03 2.408355e-03 #> [4496] 1.361067e-02 7.247190e-03 -8.002589e-04 3.054399e-02 1.879555e-02 #> [4501] 7.740688e-03 6.150323e-03 1.117753e-02 3.427531e-03 1.353836e-02 #> [4506] 4.000724e-02 3.442725e-02 4.215573e-03 1.006971e-03 1.754639e-02 #> [4511] 6.979137e-03 5.864168e-02 1.024358e-03 4.645030e-02 3.741620e-02 #> [4516] 1.090775e-02 2.220297e-03 -7.175973e-04 1.230743e-02 3.593143e-02 #> [4521] 2.442180e-02 2.134318e-02 3.927298e-02 1.893632e-02 -2.067187e-03 #> [4526] 7.407426e-02 1.118588e-02 3.739736e-02 3.742153e-02 6.079512e-03 #> [4531] 5.507471e-02 1.000590e-03 1.526019e-02 3.778144e-02 1.332125e-02 #> [4536] 5.211144e-03 4.739557e-02 1.326923e-02 5.188253e-02 2.051836e-02 #> [4541] 3.271079e-03 1.507747e-02
snp_fst(list_df_af[c(1, 2)], overall = TRUE)
#> [1] 0.02266401
snp_fst(list_df_af[c(1, 3)], overall = TRUE)
#> [1] 0.03573594
snp_fst(list_df_af[c(3, 2)], overall = TRUE)
#> [1] 0.01381693