Fixation index (Fst), either per variant, or genome-wide
snp_fst(list_df_af, min_maf = 0, overall = FALSE)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.
Minimum MAF threshold (for the average of populations) to be
included in the final results. Default is 0 (remove monomorphic variants).
Whether to compute Fst genome-wide (TRUE) or per variant
(FALSE, the default).
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.
Weir, B. S., & Cockerham, C. C. (1984). Estimating F-statistics for the analysis of population structure. Evolution, 1358-1370.
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 6.972170e-02
#> [871] 1.721319e-02 1.297906e-02 1.574199e-02 7.371475e-03 -1.416767e-03
#> [876] -2.848018e-03 8.099110e-02 -2.286942e-03 -2.434252e-03 8.997257e-03
#> [881] 7.829296e-03 4.629508e-02 6.043215e-02 4.455510e-02 3.845049e-02
#> [886] 6.745874e-02 8.809777e-03 7.545891e-02 7.105008e-02 1.152231e-02
#> [891] -1.166807e-03 2.807723e-02 3.915173e-03 -7.501257e-04 1.175113e-02
#> [896] 8.190064e-03 4.115556e-02 1.638020e-01 9.364290e-02 2.894622e-02
#> [901] 3.931526e-03 1.953431e-02 6.375480e-03 1.488556e-02 7.468057e-03
#> [906] 3.426595e-03 8.323906e-04 -3.708908e-06 4.331897e-02 1.407433e-03
#> [911] 6.520714e-02 6.203298e-02 2.180090e-04 2.041670e-02 8.161064e-02
#> [916] 4.491545e-04 2.780534e-02 1.924889e-02 -2.300743e-03 3.504972e-04
#> [921] 1.048646e-01 8.403908e-03 1.703690e-02 1.911679e-03 -2.355838e-03
#> [926] 2.746375e-02 4.362861e-02 1.270805e-02 3.628128e-02 4.414338e-03
#> [931] 6.182220e-03 6.949658e-03 7.499062e-02 1.361905e-02 5.177962e-02
#> [936] 1.314723e-02 4.755747e-02 4.420277e-03 3.697148e-02 8.743751e-03
#> [941] 2.339681e-02 2.895605e-03 6.750306e-02 4.108655e-02 2.095845e-02
#> [946] 5.759781e-04 4.705716e-02 9.817240e-03 4.807146e-03 8.815020e-03
#> [951] 3.448992e-02 3.675605e-02 1.023713e-02 1.802936e-02 4.469335e-02
#> [956] 1.141106e-02 -7.285821e-04 3.227330e-03 7.824282e-02 -1.192825e-03
#> [961] 1.147224e-02 9.973598e-03 4.868182e-04 9.127375e-02 3.478350e-02
#> [966] 3.608321e-02 1.637785e-03 1.873248e-02 4.114072e-02 3.115520e-02
#> [971] 2.699016e-02 1.504992e-02 2.722525e-02 2.145451e-03 1.781823e-02
#> [976] 1.739919e-02 -3.896657e-04 1.790709e-02 1.942478e-02 3.644875e-02
#> [981] 1.955483e-03 2.315273e-02 7.018259e-02 3.345703e-03 1.277124e-02
#> [986] 3.906823e-02 9.722028e-03 5.739880e-03 1.091296e-03 1.802462e-02
#> [991] -2.679538e-03 7.608045e-04 5.416629e-03 2.288111e-02 1.963162e-03
#> [996] 2.779209e-02 2.246352e-02 2.653696e-02 1.570646e-02 1.992118e-02
#> [1001] 1.411182e-02 2.001999e-02 1.597317e-02 4.976317e-02 3.304040e-02
#> [1006] -2.472821e-03 4.958987e-02 1.091869e-02 2.113959e-03 1.863545e-03
#> [1011] 3.602945e-02 7.134914e-03 4.125171e-02 -9.196653e-04 -7.942579e-04
#> [1016] -1.153372e-03 6.878744e-03 1.662202e-04 1.717371e-02 7.241914e-02
#> [1021] 4.502557e-03 3.444080e-04 -2.209267e-03 2.617845e-03 -1.925526e-03
#> [1026] 1.266553e-02 5.746242e-02 7.061164e-03 1.141728e-01 4.395691e-02
#> [1031] 3.732986e-04 4.787697e-05 6.104413e-02 2.464326e-02 1.360739e-02
#> [1036] 1.825017e-02 4.626014e-02 1.402017e-02 1.602299e-02 4.452665e-03
#> [1041] 8.131922e-03 1.247614e-02 5.256360e-02 4.630535e-02 3.352912e-03
#> [1046] 1.049215e-02 4.274265e-03 -9.020313e-04 -8.423409e-04 2.052413e-02
#> [1051] 3.209308e-02 -2.862568e-03 1.419026e-02 -2.029748e-03 6.731259e-02
#> [1056] 6.535130e-03 -2.779421e-03 3.584501e-02 5.981707e-03 2.656302e-02
#> [1061] 1.677672e-02 6.613791e-02 7.318358e-04 4.846600e-03 9.026603e-03
#> [1066] -2.395166e-03 7.407523e-05 1.429881e-02 1.965768e-02 4.314109e-02
#> [1071] 1.273464e-01 9.433469e-03 2.643750e-02 -2.704341e-03 1.324859e-01
#> [1076] 5.634749e-02 -1.152844e-03 2.820397e-02 2.027329e-03 2.051504e-03
#> [1081] 5.932100e-03 2.751049e-02 3.908686e-02 3.287021e-03 7.086141e-03
#> [1086] 5.130999e-02 3.092303e-02 1.148264e-03 4.180307e-03 1.440169e-03
#> [1091] 6.323125e-02 3.737083e-02 3.057361e-02 7.710058e-03 4.218745e-03
#> [1096] 1.363328e-02 7.985839e-03 3.788459e-02 -1.961956e-03 1.123555e-02
#> [1101] 4.288980e-03 2.497810e-02 3.461381e-03 1.752372e-02 5.591849e-02
#> [1106] -1.478145e-03 -2.461877e-03 3.923395e-02 2.916094e-02 3.693106e-02
#> [1111] 2.620468e-02 1.466275e-02 7.973490e-02 8.221602e-04 8.598072e-03
#> [1116] 5.606736e-02 7.083237e-03 -1.974602e-03 -3.577668e-04 2.398977e-02
#> [1121] 1.383975e-01 3.261349e-02 6.013715e-02 1.011017e-02 7.096147e-02
#> [1126] 9.854714e-03 1.289416e-02 1.117126e-02 -2.317803e-03 4.180923e-02
#> [1131] 5.610087e-03 1.914762e-02 4.217317e-02 -2.313909e-03 1.323589e-02
#> [1136] 5.153835e-02 7.618008e-02 7.307364e-03 -2.077299e-03 3.131631e-03
#> [1141] 2.904388e-04 1.152869e-01 2.706555e-03 5.981368e-03 1.219187e-02
#> [1146] 1.476520e-02 1.713467e-02 1.556485e-02 6.043573e-02 1.893984e-02
#> [1151] -1.567630e-03 3.610983e-02 2.302548e-02 6.083539e-02 -2.229239e-03
#> [1156] 2.501686e-02 1.235170e-04 4.805560e-03 2.377291e-02 9.598452e-03
#> [1161] 1.316082e-02 1.836632e-02 6.436920e-03 2.926646e-03 1.243897e-02
#> [1166] 2.824590e-03 3.694248e-03 4.742529e-03 2.519305e-02 3.173374e-02
#> [1171] 1.272661e-03 1.543762e-02 3.251348e-02 2.371496e-02 -1.053328e-03
#> [1176] 9.101904e-02 1.404308e-02 3.865548e-02 9.851578e-03 4.457266e-02
#> [1181] 8.551015e-03 8.455242e-02 2.576406e-02 9.753898e-02 1.739563e-01
#> [1186] 9.838232e-03 1.818950e-02 6.253837e-04 2.719648e-02 1.486225e-02
#> [1191] 7.582280e-03 6.056773e-02 2.809263e-02 7.780880e-02 2.523603e-02
#> [1196] 2.881269e-02 1.238844e-02 5.628053e-03 1.565828e-02 -2.589679e-03
#> [1201] 4.452365e-02 4.180176e-02 4.582421e-02 1.551435e-02 2.837455e-02
#> [1206] 1.173041e-02 2.107829e-02 7.440692e-03 -6.853683e-04 3.293745e-03
#> [1211] -7.201921e-04 3.095877e-03 -2.631283e-03 1.416813e-04 -1.867413e-04
#> [1216] 5.701133e-03 2.107022e-02 8.019769e-03 -7.823596e-04 2.750315e-02
#> [1221] 1.651633e-02 2.274276e-02 1.967821e-02 -1.101966e-03 4.448813e-02
#> [1226] 5.155328e-03 3.988328e-02 -1.744420e-03 7.495782e-03 1.975841e-02
#> [1231] -4.832223e-04 1.106713e-02 5.555343e-02 2.208655e-02 3.532806e-02
#> [1236] -9.840787e-04 2.539340e-02 6.551643e-02 3.864442e-03 3.804068e-03
#> [1241] 6.321068e-02 7.345701e-02 2.135001e-02 1.628988e-02 8.668764e-03
#> [1246] 1.049592e-02 1.320090e-02 1.104548e-02 9.989419e-03 -5.878151e-04
#> [1251] 4.934187e-02 3.199512e-03 1.442893e-02 6.070665e-02 -4.205513e-04
#> [1256] 1.376484e-02 1.077627e-01 9.409848e-03 1.362912e-03 7.448869e-02
#> [1261] 4.632903e-02 -2.633383e-03 3.885372e-03 3.658843e-02 1.765924e-02
#> [1266] 3.602084e-03 -1.364395e-03 1.361508e-02 -1.279844e-03 1.621094e-01
#> [1271] 1.403760e-03 1.956861e-02 1.112781e-02 1.064252e-01 2.727458e-02
#> [1276] -2.462486e-03 1.269251e-02 8.966256e-03 3.541528e-03 3.863561e-03
#> [1281] 3.135674e-03 6.958640e-03 3.655337e-03 1.310912e-02 1.091422e-01
#> [1286] 1.386768e-02 6.001963e-02 4.792881e-02 6.952271e-02 1.954346e-03
#> [1291] 2.986445e-02 1.218316e-02 3.044909e-02 2.651130e-02 2.586022e-03
#> [1296] 5.023622e-03 -7.666428e-04 1.921613e-02 -1.742883e-03 3.480450e-03
#> [1301] 8.857546e-03 2.944850e-02 1.740281e-02 4.662296e-03 1.892296e-02
#> [1306] -1.972766e-03 1.252434e-01 1.068724e-02 1.676206e-04 5.762073e-03
#> [1311] 1.229415e-02 9.144848e-03 9.104086e-03 6.823408e-02 3.046806e-02
#> [1316] 2.741047e-03 1.072967e-02 1.285709e-02 2.564314e-02 2.672426e-02
#> [1321] 3.256873e-02 3.483037e-03 3.256863e-02 3.503090e-03 8.659620e-02
#> [1326] 8.400560e-03 -3.224940e-04 8.583755e-03 1.647462e-03 2.019186e-02
#> [1331] 5.297901e-02 3.035887e-02 3.889660e-03 1.263518e-02 4.311817e-02
#> [1336] 2.142284e-02 7.660469e-02 3.483960e-02 6.821648e-02 1.558431e-01
#> [1341] 2.674700e-05 2.271161e-02 9.575963e-03 8.405364e-04 1.548578e-02
#> [1346] 7.514670e-03 1.943655e-02 6.513595e-03 5.152389e-03 6.779316e-04
#> [1351] 9.664269e-03 8.500810e-03 3.597784e-02 -2.618083e-03 1.901255e-03
#> [1356] 2.230386e-02 1.372981e-02 6.666716e-03 1.072057e-02 -4.825216e-05
#> [1361] 3.953234e-02 7.417118e-03 5.121012e-02 6.690231e-02 8.787888e-03
#> [1366] 7.413778e-04 7.083848e-03 4.345574e-02 5.065017e-02 4.766843e-03
#> [1371] 5.905909e-03 1.030292e-02 1.652971e-02 7.013226e-03 1.719627e-02
#> [1376] 1.037308e-02 3.609191e-04 3.699248e-02 1.645357e-02 5.404034e-02
#> [1381] 2.031277e-02 1.450766e-02 -1.228197e-03 8.065367e-02 3.359881e-02
#> [1386] 1.046636e-01 2.554062e-02 3.357907e-03 1.406593e-03 1.594533e-02
#> [1391] 3.759364e-02 -2.590875e-03 4.787187e-02 9.204121e-03 5.185690e-02
#> [1396] 6.819184e-02 -1.180735e-05 8.546020e-03 5.295780e-02 7.560164e-03
#> [1401] -1.519522e-03 6.847313e-03 9.529183e-03 1.064083e-01 4.151775e-02
#> [1406] 1.176667e-02 -2.930369e-03 3.053360e-04 8.833461e-04 1.197120e-02
#> [1411] 8.727244e-03 2.055693e-02 1.244195e-02 1.981731e-02 5.915245e-02
#> [1416] 6.247924e-04 3.646472e-03 2.790726e-03 2.583664e-02 1.052977e-02
#> [1421] 8.533492e-04 1.734676e-03 1.310091e-02 3.580002e-02 6.268321e-02
#> [1426] 1.204405e-02 -2.581700e-03 8.581901e-03 3.032650e-02 2.504892e-03
#> [1431] 7.207699e-03 5.502039e-02 3.207421e-02 5.247676e-04 4.135530e-02
#> [1436] 5.219335e-03 1.938499e-02 1.184797e-03 3.325057e-02 -6.314375e-04
#> [1441] 2.074782e-02 6.790228e-02 -4.058829e-04 8.011944e-03 3.184933e-02
#> [1446] 8.509511e-03 2.152549e-02 1.081387e-01 7.211530e-03 1.514855e-01
#> [1451] 1.568673e-02 2.299941e-02 1.108533e-02 2.134361e-02 -4.015617e-04
#> [1456] 1.253595e-02 6.866523e-04 4.251309e-03 -1.031170e-03 2.231914e-02
#> [1461] 8.646518e-03 3.452451e-02 1.645452e-02 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
#> [2321] 3.745193e-02 -2.371382e-03 7.737887e-03 2.881973e-02 2.805696e-02
#> [2326] 1.092690e-02 2.037138e-02 3.307111e-03 5.686443e-02 2.708142e-02
#> [2331] 8.008192e-03 9.957136e-03 7.538508e-02 7.030390e-02 1.133899e-02
#> [2336] 3.445135e-03 3.115222e-03 -5.082723e-04 -5.307123e-04 4.780514e-03
#> [2341] 2.299478e-02 6.814879e-02 4.391255e-02 6.283558e-03 2.102131e-02
#> [2346] 7.300584e-03 2.882781e-02 3.152010e-02 5.075830e-03 4.501171e-02
#> [2351] 2.749961e-03 7.945641e-03 2.308501e-02 9.266633e-03 7.726031e-03
#> [2356] 1.428617e-02 2.849836e-03 5.519681e-03 4.354491e-02 1.302360e-02
#> [2361] 1.484662e-03 3.475151e-03 -2.559362e-03 5.747419e-02 1.098003e-02
#> [2366] 3.187994e-02 7.954823e-03 -9.334179e-04 5.614293e-03 6.576080e-03
#> [2371] 1.112713e-02 9.472808e-03 6.897295e-03 9.045427e-02 1.728394e-02
#> [2376] 4.750716e-02 6.777200e-02 6.561033e-02 1.290795e-02 2.166785e-02
#> [2381] 6.265183e-03 9.427044e-03 2.328646e-02 5.976333e-02 1.641664e-02
#> [2386] 1.068121e-02 6.761181e-03 5.184065e-02 3.702597e-03 4.604538e-03
#> [2391] 2.103303e-02 1.339424e-02 8.671317e-03 4.831804e-02 1.668199e-02
#> [2396] 7.367508e-03 4.929348e-02 4.802063e-03 1.718312e-03 4.326819e-03
#> [2401] 3.459344e-02 1.842604e-03 2.508985e-02 2.031969e-03 3.661286e-02
#> [2406] 6.147350e-03 2.476693e-04 8.742907e-06 8.470099e-04 1.499853e-02
#> [2411] 7.326337e-02 4.850469e-03 7.496606e-03 6.190112e-03 6.843612e-03
#> [2416] 4.809009e-02 7.136920e-04 6.684095e-03 6.925736e-03 -1.535228e-03
#> [2421] 2.270977e-03 1.845611e-02 1.799817e-02 3.291532e-03 3.334974e-03
#> [2426] 5.432521e-03 -5.955088e-04 4.140001e-02 2.876280e-03 1.240586e-02
#> [2431] 5.639151e-04 1.651505e-02 2.593034e-02 4.109049e-03 -1.604350e-03
#> [2436] 2.763541e-02 2.637066e-02 1.533669e-02 9.162293e-03 2.294605e-02
#> [2441] 6.477404e-03 6.967089e-02 1.817793e-02 4.977052e-02 3.291764e-02
#> [2446] 4.033891e-02 3.422156e-03 1.889676e-02 2.919120e-03 7.103266e-03
#> [2451] 3.189637e-03 2.943892e-02 8.722944e-02 3.511448e-02 1.160954e-01
#> [2456] 1.471174e-02 2.674891e-02 4.249155e-03 4.694832e-02 1.000869e-01
#> [2461] 4.709825e-03 8.263585e-03 4.742046e-02 4.104828e-02 2.811622e-02
#> [2466] 5.003106e-02 3.947456e-02 1.400923e-02 2.683810e-02 6.304225e-03
#> [2471] -2.309687e-03 2.139563e-03 6.805131e-03 9.991695e-03 1.519231e-02
#> [2476] 2.451504e-02 3.374608e-02 9.308964e-03 3.118660e-03 4.880069e-02
#> [2481] 2.497233e-02 3.798265e-02 6.639519e-03 5.129893e-03 1.628761e-02
#> [2486] -3.197753e-04 6.948657e-02 6.562775e-02 1.568649e-01 7.126829e-03
#> [2491] -1.049964e-03 1.729669e-02 1.970722e-02 1.043923e-01 9.388966e-03
#> [2496] 4.210567e-02 3.092100e-02 1.168172e-01 -9.572585e-04 7.502781e-03
#> [2501] 5.476415e-02 1.075880e-02 7.173014e-03 -1.636332e-03 1.359090e-02
#> [2506] 1.868947e-02 3.512852e-02 -2.190298e-03 9.649761e-02 1.944205e-02
#> [2511] 3.386657e-02 8.377371e-03 1.655280e-02 4.011760e-02 2.804541e-03
#> [2516] 6.217952e-03 1.300348e-01 -2.921085e-03 7.770459e-03 -1.942073e-03
#> [2521] 2.068891e-02 -2.036245e-03 1.851231e-02 -4.723259e-04 4.780905e-02
#> [2526] 2.219720e-03 1.477824e-02 2.297715e-03 7.138903e-02 1.120337e-02
#> [2531] 8.222416e-03 2.306353e-02 9.909763e-03 1.075559e-02 2.043728e-03
#> [2536] 9.449394e-03 2.823577e-02 1.121972e-02 6.095628e-02 6.063859e-02
#> [2541] 6.444045e-03 3.823993e-02 3.058241e-02 9.684868e-03 2.657029e-02
#> [2546] 1.805235e-02 -2.548143e-03 3.495139e-02 2.723547e-02 3.525389e-03
#> [2551] 1.413145e-01 2.299897e-02 7.135589e-03 1.175469e-03 -1.306295e-03
#> [2556] 2.649531e-02 1.011676e-02 3.858908e-02 2.024597e-02 3.927774e-02
#> [2561] 1.782298e-03 6.902484e-02 -1.984969e-03 1.649867e-02 1.149997e-02
#> [2566] 1.363374e-02 -1.378607e-03 2.342442e-02 2.594709e-02 6.887291e-02
#> [2571] -2.094576e-03 -3.468140e-04 8.385425e-02 9.133077e-03 1.712599e-03
#> [2576] 7.544269e-04 -2.555290e-03 1.245904e-02 2.214145e-04 4.526691e-02
#> [2581] 2.217815e-02 6.936314e-03 3.599396e-03 9.643316e-03 2.160650e-03
#> [2586] 1.711496e-02 -3.122654e-04 5.917930e-02 9.998171e-03 -2.306338e-04
#> [2591] 6.058433e-02 6.317981e-05 -1.180184e-03 4.848614e-03 1.618887e-02
#> [2596] 3.017352e-03 1.218430e-02 2.443177e-02 6.276759e-02 5.093234e-03
#> [2601] 9.220901e-03 6.731597e-02 1.445113e-02 1.440232e-02 8.273099e-03
#> [2606] 8.419156e-03 -2.156679e-03 -2.630207e-03 -1.742665e-03 7.971420e-02
#> [2611] 1.088302e-03 5.291790e-03 8.786563e-03 1.604902e-02 6.331086e-02
#> [2616] 5.174021e-03 2.355309e-02 -1.496702e-03 5.621592e-03 1.726134e-02
#> [2621] 1.174701e-01 -1.026276e-03 1.255825e-01 1.881533e-02 5.984930e-04
#> [2626] -6.464974e-04 8.440495e-03 -1.365210e-04 1.715080e-02 5.824006e-03
#> [2631] 2.715063e-03 1.896431e-02 6.436195e-04 1.032351e-02 2.115796e-02
#> [2636] -5.867098e-04 4.482489e-03 -1.177522e-03 -5.687925e-04 1.612195e-02
#> [2641] 3.071990e-03 1.046080e-02 2.794392e-03 9.620853e-03 6.810059e-03
#> [2646] 1.146345e-02 1.023501e-01 2.597373e-02 -1.593743e-03 1.890011e-01
#> [2651] 6.440872e-04 9.890674e-03 2.116281e-03 1.212156e-02 9.675206e-04
#> [2656] 2.767082e-03 3.170968e-02 4.762396e-02 -8.548847e-04 1.913859e-02
#> [2661] 1.455301e-01 2.298390e-03 2.169884e-02 1.979122e-02 1.115148e-02
#> [2666] 2.948705e-02 3.630699e-02 2.594874e-02 4.905687e-02 7.291371e-02
#> [2671] 1.334915e-01 -1.882486e-04 1.722634e-02 -4.575687e-04 7.513745e-03
#> [2676] 1.687800e-02 3.898859e-03 5.918276e-02 1.319513e-02 -2.053394e-03
#> [2681] 1.682965e-03 1.653922e-02 4.330727e-03 -1.303559e-03 1.147607e-02
#> [2686] 2.091536e-02 3.961819e-02 1.429370e-02 4.107126e-02 2.806330e-02
#> [2691] 7.388909e-05 1.409693e-03 -1.444907e-03 8.918064e-03 1.364786e-02
#> [2696] 1.115895e-03 2.889369e-02 2.059482e-02 2.820011e-04 1.020394e-01
#> [2701] 9.526393e-03 8.449238e-03 7.233676e-02 2.424783e-02 1.036660e-01
#> [2706] -1.961006e-03 1.275059e-02 3.238834e-03 6.041536e-03 1.004435e-01
#> [2711] 3.406623e-02 1.292328e-02 5.755347e-03 7.090672e-03 1.846493e-02
#> [2716] 6.143795e-02 1.844293e-02 2.898057e-02 2.510925e-02 2.525182e-02
#> [2721] 6.016285e-03 4.371938e-03 3.738991e-02 -2.331855e-03 1.683223e-02
#> [2726] 2.045505e-02 -2.809995e-03 4.973126e-02 2.864720e-02 1.500155e-02
#> [2731] 5.784147e-02 9.268822e-03 5.366043e-02 2.162338e-02 3.888066e-02
#> [2736] 1.515111e-02 5.552567e-02 2.646978e-03 -1.558561e-03 -1.778112e-03
#> [2741] 3.829992e-04 1.216342e-02 -8.943735e-04 5.584906e-03 1.759496e-02
#> [2746] 8.621819e-02 -3.155135e-04 2.897688e-03 3.095931e-03 2.447357e-02
#> [2751] 1.731134e-02 8.946085e-03 3.803065e-02 1.182042e-02 2.305369e-05
#> [2756] 8.946444e-03 1.240000e-02 1.213224e-02 3.423787e-02 1.921487e-02
#> [2761] 1.090673e-02 1.859501e-02 4.502763e-02 1.414625e-02 2.627970e-02
#> [2766] -2.323466e-03 5.381218e-02 5.044209e-02 1.195612e-02 6.395295e-03
#> [2771] 5.407986e-02 8.907414e-03 2.711931e-03 1.091251e-03 6.572821e-03
#> [2776] 4.369608e-02 7.558616e-02 9.260570e-03 1.856135e-02 4.023495e-02
#> [2781] -1.894546e-03 2.231126e-02 4.814209e-02 3.805192e-02 1.056671e-02
#> [2786] 1.255645e-02 4.181647e-02 3.062394e-02 2.943624e-02 -2.237511e-03
#> [2791] 5.172630e-02 -1.527490e-03 7.877344e-02 2.576322e-02 2.179591e-02
#> [2796] 3.681408e-03 6.224461e-03 -2.531995e-03 6.670002e-02 4.110915e-02
#> [2801] 6.677410e-03 1.220660e-02 5.427688e-02 2.731307e-02 2.960876e-02
#> [2806] -3.348124e-04 2.201045e-03 2.171384e-02 2.091401e-02 8.348229e-02
#> [2811] 2.002153e-04 8.661019e-03 2.849819e-02 5.940446e-02 4.020138e-03
#> [2816] 1.756204e-02 6.031263e-03 3.929384e-02 3.892358e-02 1.148758e-02
#> [2821] 3.065049e-03 -1.301708e-03 2.309206e-02 6.084621e-03 5.171203e-03
#> [2826] -4.956475e-04 2.135543e-02 4.785664e-03 2.294387e-02 2.359014e-02
#> [2831] 5.598851e-02 1.541072e-02 4.623510e-02 8.015652e-03 9.830304e-03
#> [2836] 5.819062e-03 9.096533e-03 1.385612e-02 -6.194052e-04 3.728969e-02
#> [2841] 3.803693e-03 -1.116753e-03 2.978501e-03 7.969056e-02 7.033901e-03
#> [2846] -2.203011e-03 1.766387e-03 6.258743e-03 2.764921e-03 3.325525e-02
#> [2851] 1.294417e-01 4.306575e-02 6.054623e-02 2.736076e-02 2.821262e-02
#> [2856] 2.003287e-03 3.510433e-02 5.979025e-02 8.276458e-03 2.208649e-02
#> [2861] 1.495915e-02 -9.022610e-05 1.175849e-02 -8.082754e-04 1.171404e-02
#> [2866] -1.298432e-03 -8.236260e-05 8.607395e-04 8.034227e-02 1.068637e-01
#> [2871] -8.054628e-04 1.315393e-02 4.353600e-03 9.959923e-02 9.484952e-03
#> [2876] 3.113975e-02 4.916535e-03 1.560446e-02 3.063781e-02 4.983123e-02
#> [2881] 4.858560e-04 8.146301e-03 4.923855e-02 5.046823e-02 8.576627e-03
#> [2886] 2.103751e-02 7.021696e-02 1.632227e-02 1.309716e-02 1.713758e-02
#> [2891] 3.030387e-02 8.520954e-03 1.770375e-02 7.070626e-03 2.965416e-03
#> [2896] 4.347398e-02 2.173773e-03 4.359994e-02 4.835208e-03 2.036325e-02
#> [2901] 5.060968e-03 1.288993e-02 9.757849e-03 -1.715047e-03 1.814449e-02
#> [2906] 4.149227e-03 2.875386e-02 4.415830e-02 1.840517e-02 9.681103e-03
#> [2911] 2.483792e-02 1.024845e-03 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