Fitter Functions for IVX Models

Basic function called by ivx to fit predictive models. These should only be used directly by experienced users.

ivx_fit(y, x, horizon = 1, offset = NULL, ...)

ivx_wfit(y, x, w, horizon = 1, offset = NULL, ...)

Arguments

y	vector of observations of length n, or a matrix with n rows.
x	design matrix of dimension n * p.
horizon	is the horizon (default horizon = 1 corresponds to a short-horizon regression).
offset	(numeric of length n). This can be used to specify an a priori known component to be included in the linear predictor during fitting.
...	currently disregarded.
w	vector of weights (length n) to be used in the fitting process for the wfit functions. Weighted least squares is used with weights w, i.e., sum(w * e^2) is minimized.

Examples

ivx_fit(monthly$Ret, as.matrix(monthly$LTY))
#> $coefficients
#>          x1 
#> -0.06649027 
#> 
#> $intercept
#> [1] -2.598291e-18
#> 
#> $fitted
#>    [1]  1.145873e-03  1.165821e-03  1.192417e-03  1.298801e-03  1.285503e-03
#>    [6]  1.325397e-03  1.278854e-03  1.285503e-03  1.312099e-03  1.305450e-03
#>   [11]  1.338695e-03  1.371940e-03  1.398536e-03  1.365291e-03  1.385238e-03
#>   [16]  1.391887e-03  1.378589e-03  1.325397e-03  1.332046e-03  1.212364e-03
#>   [21]  1.232311e-03  1.199066e-03  1.265556e-03  1.252258e-03  1.238960e-03
#>   [26]  1.179119e-03  1.086032e-03  9.929458e-04  1.119277e-03  1.019542e-03
#>   [31]  1.059436e-03  1.046138e-03  1.006244e-03  1.006244e-03  1.192417e-03
#>   [36]  1.298801e-03  1.238960e-03  1.192417e-03  1.245609e-03  1.272205e-03
#>   [41]  1.252258e-03  1.312099e-03  1.318748e-03  1.325397e-03  1.318748e-03
#>   [46]  1.345344e-03  1.345344e-03  1.358642e-03  1.305450e-03  1.219013e-03
#>   [51]  1.252258e-03  1.292152e-03  1.325397e-03  1.391887e-03  1.378589e-03
#>   [56]  1.338695e-03  1.332046e-03  1.152522e-03  9.397536e-04  9.397536e-04
#>   [61]  7.934750e-04  9.065085e-04  1.059436e-03  1.039489e-03  1.265556e-03
#>   [66]  1.179119e-03  1.192417e-03  1.371940e-03  1.365291e-03  1.378589e-03
#>   [71]  1.358642e-03  1.358642e-03  1.405185e-03  1.451729e-03  1.338695e-03
#>   [76]  1.365291e-03  1.338695e-03  1.451729e-03  1.465027e-03  1.445080e-03
#>   [81]  1.451729e-03  1.451729e-03  1.405185e-03  1.325397e-03  1.265556e-03
#>   [86]  1.365291e-03  1.391887e-03  1.458378e-03  1.504921e-03  1.558113e-03
#>   [91]  1.578060e-03  1.584709e-03  1.511570e-03  1.438431e-03  1.504921e-03
#>   [96]  1.511570e-03  1.551464e-03  1.631252e-03  1.671147e-03  1.677796e-03
#>  [101]  1.711041e-03  1.664498e-03  1.704392e-03  1.717690e-03  1.631252e-03
#>  [106]  1.624603e-03  1.644550e-03  1.637901e-03  1.664498e-03  1.604656e-03
#>  [111]  1.631252e-03  1.671147e-03  1.677796e-03  1.684445e-03  1.684445e-03
#>  [116]  1.697743e-03  1.744286e-03  1.717690e-03  1.711041e-03  1.790829e-03
#>  [121]  1.804127e-03  1.784180e-03  1.817425e-03  1.604656e-03  1.611305e-03
#>  [126]  1.624603e-03  1.604656e-03  1.657848e-03  1.598007e-03  1.611305e-03
#>  [131]  1.617954e-03  1.651199e-03  1.684445e-03  1.697743e-03  1.717690e-03
#>  [136]  1.684445e-03  1.777531e-03  1.790829e-03  1.777531e-03  1.790829e-03
#>  [141]  1.777531e-03  1.777531e-03  1.810776e-03  1.790829e-03  1.824074e-03
#>  [146]  1.844021e-03  1.870617e-03  1.923810e-03  1.977002e-03  2.056790e-03
#>  [151]  2.030194e-03  2.083386e-03  1.963704e-03  1.651199e-03  1.857319e-03
#>  [156]  1.930459e-03  1.996949e-03  1.977002e-03  1.983651e-03  2.070088e-03
#>  [161]  2.036843e-03  1.863968e-03  1.990300e-03  2.010247e-03  2.016896e-03
#>  [166]  2.070088e-03  2.076737e-03  2.176473e-03  2.209718e-03  2.083386e-03
#>  [171]  2.083386e-03  2.129929e-03  2.196420e-03  2.203069e-03  2.229665e-03
#>  [176]  2.229665e-03  2.236314e-03  2.216367e-03  2.289506e-03  2.262910e-03
#>  [181]  2.143227e-03  1.857319e-03  1.857319e-03  1.877266e-03  1.863968e-03
#>  [186]  1.883915e-03  1.877266e-03  1.877266e-03  1.877266e-03  1.877266e-03
#>  [191]  1.877266e-03  1.857319e-03  1.863968e-03  1.870617e-03  1.863968e-03
#>  [196]  1.857319e-03  1.863968e-03  1.877266e-03  1.877266e-03  1.870617e-03
#>  [201]  1.870617e-03  1.863968e-03  1.857319e-03  1.850670e-03  1.850670e-03
#>  [206]  1.850670e-03  1.857319e-03  1.857319e-03  1.850670e-03  1.857319e-03
#>  [211]  1.850670e-03  1.857319e-03  1.857319e-03  1.857319e-03  1.857319e-03
#>  [216]  1.857319e-03  1.863968e-03  1.903862e-03  1.930459e-03  1.930459e-03
#>  [221]  1.983651e-03  1.996949e-03  2.056790e-03  2.010247e-03  2.016896e-03
#>  [226]  2.030194e-03  2.063439e-03  2.103333e-03  2.176473e-03  2.176473e-03
#>  [231]  2.183122e-03  2.183122e-03  2.123280e-03  2.109982e-03  2.129929e-03
#>  [236]  2.109982e-03  2.056790e-03  2.043492e-03  2.063439e-03  2.036843e-03
#>  [241]  2.090035e-03  2.076737e-03  2.076737e-03  2.083386e-03  2.056790e-03
#>  [246]  2.063439e-03  2.063439e-03  2.076737e-03  2.103333e-03  2.083386e-03
#>  [251]  2.056790e-03  1.977002e-03  1.883915e-03  1.883915e-03  1.897213e-03
#>  [256]  1.897213e-03  1.910511e-03  1.963704e-03  1.917161e-03  1.897213e-03
#>  [261]  1.890564e-03  1.890564e-03  1.883915e-03  1.910511e-03  1.923810e-03
#>  [266]  1.950406e-03  1.963704e-03  1.990300e-03  1.990300e-03  1.990300e-03
#>  [271]  2.056790e-03  2.063439e-03  2.103333e-03  2.090035e-03  2.090035e-03
#>  [276]  2.090035e-03  2.109982e-03  2.070088e-03  2.076737e-03  2.070088e-03
#>  [281]  2.076737e-03  2.083386e-03  2.063439e-03  2.076737e-03  2.076737e-03
#>  [286]  2.036843e-03  2.003598e-03  2.010247e-03  2.010247e-03  2.030194e-03
#>  [291]  1.983651e-03  1.897213e-03  1.850670e-03  1.810776e-03  1.777531e-03
#>  [296]  1.824074e-03  1.863968e-03  1.817425e-03  1.810776e-03  1.744286e-03
#>  [301]  1.711041e-03  1.717690e-03  1.711041e-03  1.750935e-03  1.810776e-03
#>  [306]  1.790829e-03  1.777531e-03  1.764233e-03  1.724339e-03  1.657848e-03
#>  [311]  1.711041e-03  1.691094e-03  1.644550e-03  1.644550e-03  1.591358e-03
#>  [316]  1.544815e-03  1.484974e-03  1.411834e-03  1.498272e-03  1.498272e-03
#>  [321]  1.484974e-03  1.611305e-03  1.631252e-03  1.598007e-03  1.677796e-03
#>  [326]  1.564762e-03  1.644550e-03  1.651199e-03  1.684445e-03  1.644550e-03
#>  [331]  1.691094e-03  1.730988e-03  1.711041e-03  1.697743e-03  1.697743e-03
#>  [336]  1.677796e-03  1.691094e-03  1.598007e-03  1.558113e-03  1.584709e-03
#>  [341]  1.571411e-03  1.591358e-03  1.551464e-03  1.504921e-03  1.498272e-03
#>  [346]  1.518219e-03  1.558113e-03  1.538166e-03  1.538166e-03  1.558113e-03
#>  [351]  1.551464e-03  1.484974e-03  1.431782e-03  1.511570e-03  1.511570e-03
#>  [356]  1.418484e-03  1.338695e-03  1.345344e-03  1.312099e-03  1.285503e-03
#>  [361]  1.205715e-03  1.318748e-03  1.318748e-03  1.298801e-03  1.205715e-03
#>  [366]  1.185768e-03  1.099330e-03  1.072734e-03  1.059436e-03  1.079383e-03
#>  [371]  1.046138e-03  1.238960e-03  1.351993e-03  1.305450e-03  1.338695e-03
#>  [376]  1.365291e-03  1.431782e-03  1.418484e-03  1.345344e-03  1.219013e-03
#>  [381]  1.032840e-03  9.729987e-04  1.012893e-03  1.052787e-03  9.597007e-04
#>  [386]  7.868260e-04  8.267201e-04  8.200711e-04  7.469318e-04  7.269847e-04
#>  [391]  7.136867e-04  7.269847e-04  6.870906e-04  6.471964e-04  7.003886e-04
#>  [396]  6.272493e-04  5.275139e-04  5.674081e-04  6.471964e-04  7.668789e-04
#>  [401]  6.671435e-04  7.269847e-04  7.934750e-04  9.597007e-04  9.065085e-04
#>  [406]  9.264555e-04  8.998594e-04  8.466672e-04  9.729987e-04  8.134221e-04
#>  [411]  8.932104e-04  8.599653e-04  8.998594e-04  8.599653e-04  8.134221e-04
#>  [416]  8.134221e-04  7.735279e-04  8.200711e-04  8.400182e-04  8.134221e-04
#>  [421]  7.402828e-04  7.136867e-04  7.469318e-04  8.533162e-04  8.799124e-04
#>  [426]  8.865614e-04  8.333692e-04  7.602299e-04  8.333692e-04  8.533162e-04
#>  [431]  8.732633e-04  8.666143e-04  8.732633e-04  8.533162e-04  8.400182e-04
#>  [436]  8.333692e-04  8.067731e-04  8.001240e-04  7.934750e-04  7.934750e-04
#>  [441]  7.868260e-04  7.735279e-04  7.402828e-04  7.469318e-04  7.269847e-04
#>  [446]  7.003886e-04  6.804415e-04  6.804415e-04  6.870906e-04  6.937396e-04
#>  [451]  7.136867e-04  7.003886e-04  6.870906e-04  7.003886e-04  7.003886e-04
#>  [456]  6.937396e-04  6.870906e-04  6.937396e-04  6.804415e-04  6.937396e-04
#>  [461]  6.937396e-04  6.870906e-04  6.870906e-04  6.804415e-04  6.538454e-04
#>  [466]  6.206003e-04  6.206003e-04  5.674081e-04  5.075669e-04  4.610237e-04
#>  [471]  3.280431e-04  4.410766e-04  3.945334e-04  3.546392e-04  3.280431e-04
#>  [476]  2.947980e-04  1.817645e-04  3.080960e-04  3.945334e-04  3.080960e-04
#>  [481]  4.743217e-04  5.208649e-04  4.078315e-04  4.743217e-04  3.280431e-04
#>  [486]  2.947980e-04  1.285723e-04  1.418704e-04  8.202914e-05  6.208206e-05
#>  [491] -1.506868e-04 -2.703693e-04 -1.972300e-04 -6.424945e-05 -1.041436e-04
#>  [496] -2.238261e-04 -1.373887e-04 -1.373887e-04 -5.095140e-05  6.208206e-05
#>  [501]  4.213498e-05 -3.100432e-05 -1.107926e-04 -2.637203e-04 -4.764891e-04
#>  [506] -6.028206e-04 -6.094696e-04 -6.227677e-04 -4.432440e-04 -7.225031e-04
#>  [511] -6.427148e-04 -6.294167e-04 -6.892580e-04 -1.001762e-03 -8.421856e-04
#>  [516] -9.951132e-04 -1.068252e-03 -1.108147e-03 -8.288875e-04 -8.953778e-04
#>  [521] -1.148041e-03 -1.440598e-03 -1.214531e-03 -1.068252e-03 -1.114796e-03
#>  [526] -1.021709e-03 -1.108147e-03 -7.358012e-04 -8.089404e-04 -5.695755e-04
#>  [531] -6.826089e-04 -4.432440e-04 -6.161187e-04 -6.493638e-04 -7.623973e-04
#>  [536] -7.756953e-04 -5.562774e-04 -4.764891e-04 -4.099988e-04 -4.631911e-04
#>  [541] -4.698401e-04 -5.296813e-04 -5.030852e-04 -5.762245e-04 -5.895226e-04
#>  [546] -4.698401e-04 -5.363303e-04 -4.432440e-04 -4.565420e-04 -5.296813e-04
#>  [551] -4.299459e-04 -3.368595e-04 -4.831381e-04 -1.054954e-03 -1.074902e-03
#>  [556] -1.061603e-03 -1.068252e-03 -1.174637e-03 -1.221180e-03 -1.553631e-03
#>  [561] -1.340863e-03 -1.174637e-03 -1.081551e-03 -1.234478e-03 -1.327565e-03
#>  [566] -1.420651e-03 -1.473843e-03 -1.706559e-03 -1.925977e-03 -1.886083e-03
#>  [571] -1.899381e-03 -1.972520e-03 -2.185289e-03 -2.065607e-03 -1.786347e-03
#>  [576] -1.626771e-03 -1.553631e-03 -1.792996e-03 -1.739804e-03 -1.979169e-03
#>  [581] -2.165342e-03 -2.058957e-03 -1.906030e-03 -2.012414e-03 -2.112150e-03
#>  [586] -2.231832e-03 -1.945924e-03 -2.072256e-03 -1.852838e-03 -1.832891e-03
#>  [591] -1.832891e-03 -1.766400e-03 -1.799645e-03 -1.959222e-03 -1.866136e-03
#>  [596] -1.852838e-03 -1.753102e-03 -1.693261e-03 -1.679963e-03 -1.480492e-03
#>  [601] -1.294319e-03 -1.580228e-03 -1.653367e-03 -1.633420e-03 -1.626771e-03
#>  [606] -1.586877e-03 -1.513737e-03 -1.606824e-03 -1.513737e-03 -1.580228e-03
#>  [611] -1.693261e-03 -1.666665e-03 -1.839540e-03 -1.925977e-03 -1.965871e-03
#>  [616] -2.025712e-03 -2.072256e-03 -2.165342e-03 -2.251779e-03 -2.205236e-03
#>  [621] -2.105501e-03 -2.218534e-03 -2.411356e-03 -2.331568e-03 -2.471197e-03
#>  [626] -2.391409e-03 -2.537687e-03 -2.497793e-03 -2.630774e-03 -2.504442e-03
#>  [631] -2.331568e-03 -2.451250e-03 -2.531038e-03 -2.664019e-03 -3.375465e-03
#>  [636] -3.209239e-03 -3.229186e-03 -3.907387e-03 -4.386117e-03 -4.738515e-03
#>  [641] -3.654724e-03 -3.395412e-03 -3.189292e-03 -3.641426e-03 -4.080262e-03
#>  [646] -4.379468e-03 -4.685323e-03 -4.678674e-03 -4.472554e-03 -4.552343e-03
#>  [651] -5.031072e-03 -4.798356e-03 -5.356875e-03 -4.911390e-03 -5.170702e-03
#>  [656] -5.609538e-03 -6.108215e-03 -6.354229e-03 -5.702624e-03 -4.612184e-03
#>  [661] -5.370173e-03 -5.908744e-03 -5.822307e-03 -5.722571e-03 -5.463259e-03
#>  [666] -5.529749e-03 -5.888797e-03 -5.489855e-03 -4.838251e-03 -4.366170e-03
#>  [671] -3.894089e-03 -3.980526e-03 -3.781055e-03 -3.900738e-03 -3.548339e-03
#>  [676] -3.701267e-03 -3.488498e-03 -3.894089e-03 -3.940632e-03 -4.465905e-03
#>  [681] -4.545693e-03 -4.193295e-03 -4.399415e-03 -4.319627e-03 -4.459256e-03
#>  [686] -4.346223e-03 -4.592237e-03 -4.831602e-03 -5.037721e-03 -5.682677e-03
#>  [691] -5.636134e-03 -5.097563e-03 -4.944635e-03 -4.711919e-03 -4.299679e-03
#>  [696] -4.273083e-03 -4.279732e-03 -3.993824e-03 -4.539044e-03 -4.352872e-03
#>  [701] -4.226540e-03 -3.561638e-03 -3.515094e-03 -3.754459e-03 -3.601532e-03
#>  [706] -3.694618e-03 -3.488498e-03 -3.222537e-03 -2.856841e-03 -2.870139e-03
#>  [711] -2.092203e-03 -1.593526e-03 -1.699910e-03 -2.138746e-03 -1.753102e-03
#>  [716] -1.879434e-03 -1.573579e-03 -1.999116e-03 -1.839540e-03 -1.679963e-03
#>  [721] -1.746453e-03 -1.673314e-03 -1.573579e-03 -1.786347e-03 -2.211885e-03
#>  [726] -2.351515e-03 -2.331568e-03 -2.531038e-03 -2.723860e-03 -3.096206e-03
#>  [731] -2.657370e-03 -2.690615e-03 -2.617476e-03 -2.165342e-03 -2.178640e-03
#>  [736] -2.491144e-03 -2.677317e-03 -2.830245e-03 -2.597529e-03 -2.796999e-03
#>  [741] -2.816947e-03 -2.597529e-03 -2.411356e-03 -2.637423e-03 -2.604178e-03
#>  [746] -2.504442e-03 -2.717211e-03 -2.677317e-03 -2.604178e-03 -2.338217e-03
#>  [751] -1.959222e-03 -1.826242e-03 -2.092203e-03 -2.132097e-03 -1.886083e-03
#>  [756] -1.872785e-03 -1.925977e-03 -2.251779e-03 -2.324919e-03 -2.411356e-03
#>  [761] -2.644072e-03 -2.371462e-03 -2.245130e-03 -2.218534e-03 -2.617476e-03
#>  [766] -2.577582e-03 -2.471197e-03 -2.205236e-03 -2.112150e-03 -2.065607e-03
#>  [771] -2.092203e-03 -2.112150e-03 -2.065607e-03 -2.118799e-03 -2.218534e-03
#>  [776] -2.152044e-03 -1.939275e-03 -1.753102e-03 -1.759751e-03 -1.746453e-03
#>  [781] -1.354161e-03 -1.660016e-03 -1.666665e-03 -1.799645e-03 -1.839540e-03
#>  [786] -1.693261e-03 -1.586877e-03 -1.327565e-03 -1.320916e-03 -1.221180e-03
#>  [791] -1.427300e-03 -1.473843e-03 -1.327565e-03 -1.320916e-03 -1.141392e-03
#>  [796] -1.167988e-03 -1.161339e-03 -1.161339e-03 -9.419210e-04 -8.621327e-04
#>  [801] -6.427148e-04 -6.693109e-04 -6.427148e-04 -8.288875e-04 -8.488346e-04
#>  [806] -7.358012e-04 -1.035007e-03 -1.320916e-03 -1.453896e-03 -1.546982e-03
#>  [811] -1.646718e-03 -1.460545e-03 -1.560280e-03 -1.819593e-03 -1.879434e-03
#>  [816] -1.872785e-03 -1.812943e-03 -1.686612e-03 -1.540333e-03 -1.520386e-03
#>  [821] -1.453896e-03 -1.001762e-03 -9.552190e-04 -1.094849e-03 -9.818151e-04
#>  [826] -9.086758e-04 -7.623973e-04 -6.427148e-04 -5.097342e-04 -5.496284e-04
#>  [831] -8.820797e-04 -1.048305e-03 -1.194584e-03 -1.267723e-03 -1.174637e-03
#>  [836] -1.201233e-03 -1.327565e-03 -1.181286e-03 -9.618681e-04 -7.756953e-04
#>  [841] -9.751661e-04 -1.081551e-03 -1.114796e-03 -1.307617e-03 -1.187935e-03
#>  [846] -1.161339e-03 -1.074902e-03 -7.358012e-04 -9.685171e-04 -8.155895e-04
#>  [851] -6.427148e-04 -5.828735e-04 -5.030852e-04 -4.166479e-04 -4.831381e-04
#>  [856] -5.030852e-04 -5.163833e-04 -4.365949e-04 -3.302105e-04 -3.834027e-04
#>  [861] -1.373887e-04  6.208206e-05 -9.084556e-05 -5.760042e-05 -1.041436e-04
#>  [866] -6.424945e-05 -4.033498e-04 -4.365949e-04 -4.498930e-04 -5.895226e-04
#>  [871] -6.693109e-04 -7.490992e-04 -8.155895e-04 -7.956424e-04 -8.288875e-04
#>  [876] -9.020268e-04 -1.035007e-03 -9.286229e-04 -7.956424e-04 -6.094696e-04
#>  [881] -6.892580e-04 -7.557482e-04 -6.360657e-04 -5.629265e-04 -4.498930e-04
#>  [886] -5.695755e-04 -4.897872e-04 -3.302105e-04 -2.105280e-04 -2.371241e-04
#>  [891] -1.506868e-04 -2.171771e-04 -4.432440e-04 -4.498930e-04 -4.232969e-04
#>  [896] -2.304751e-04 -1.307397e-04 -1.041436e-04  1.352214e-04 -1.772829e-04
#>  [901] -3.235615e-04 -2.836673e-04 -2.437732e-04 -5.163833e-04 -3.235615e-04
#>  [906] -3.435086e-04 -2.637203e-04 -1.174417e-04  1.086252e-04  3.080960e-04
#>  [911]  1.219233e-04  3.548595e-05  2.814999e-04  2.083606e-04  3.612883e-04
#>  [916]  2.682019e-04  3.014470e-04  6.006532e-04  4.942688e-04 -1.041436e-04
#>  [921] -3.765334e-05  2.416058e-04  5.543303e-05  4.878401e-05  1.019762e-04
#>  [926]  1.817645e-04  2.881490e-04  3.479902e-04 -3.100432e-05 -8.419653e-05
#>  [931] -3.765334e-05  2.218790e-05  2.216587e-04  2.549038e-04  3.213941e-04
#>  [936]  1.618175e-04  2.814999e-04  4.078315e-04  3.147451e-04  2.549038e-04
#>  [941]  4.344276e-04  5.740571e-04  6.471964e-04  4.676727e-04  6.272493e-04
#>  [946]  4.144805e-04  2.814999e-04  3.014470e-04  4.344276e-04  3.479902e-04
#>  [951]  4.610237e-04  1.285723e-04 -3.765334e-05 -5.760042e-05 -3.100432e-05
#>  [956]  5.543303e-05  2.017116e-04  2.814999e-04  3.014470e-04  3.945334e-04
#>  [961]  2.349568e-04  1.618175e-04  3.280431e-04  2.216587e-04  2.482548e-04
#>  [966]  1.086252e-04  3.548595e-05  1.684665e-04  2.615529e-04  2.482548e-04
#>  [971]  3.080960e-04  5.408120e-04  5.075669e-04  6.006532e-04  5.873552e-04
#>  [976]  6.272493e-04  4.543746e-04  3.413412e-04  4.410766e-04  4.078315e-04
#>  [981]  5.142159e-04  5.541100e-04  3.213941e-04  1.026191e-03  1.484974e-03
#>  [986]  8.799124e-04  8.333692e-04  1.139224e-03  7.735279e-04  6.272493e-04
#>  [991]  6.471964e-04  6.405474e-04  7.402828e-04  8.200711e-04  7.070377e-04
#>  [996]  8.001240e-04  4.543746e-04  5.701408e-04  5.693230e-04  4.558574e-04
#> [1001]  5.916238e-04  7.947383e-04  9.991028e-04  9.957650e-04  1.324879e-03
#> [1006]  1.234771e-03  1.058392e-03  9.712966e-04  7.483813e-04  6.272493e-04
#> [1011]  6.671435e-04  6.471964e-04  7.336338e-04  8.998594e-04  8.134221e-04
#> [1016]  1.066085e-03  1.411834e-03  1.737637e-03  1.584709e-03  1.697743e-03
#> [1021]  1.850670e-03  1.844021e-03  1.711041e-03  1.571411e-03  1.764233e-03
#> [1026]  2.043492e-03  2.003598e-03  2.129929e-03  2.050141e-03  1.996949e-03
#> [1031]  1.930459e-03  2.043492e-03
#> 
#> $residuals
#>    [1] -1.106232e-02  3.617293e-02 -1.319964e-03  4.523914e-03  5.245894e-02
#>    [6] -2.939202e-02  7.256124e-02  2.446436e-02  4.337048e-02 -5.635967e-02
#>   [11]  5.946780e-02  1.045238e-02 -1.617011e-02 -2.106128e-02  9.189176e-02
#>   [16]  2.548305e-02  3.449476e-03 -4.423619e-02  1.179727e-03  5.853946e-02
#>   [21]  1.195596e-02  4.752044e-03  1.056874e-01 -3.260299e-03  4.333946e-02
#>   [26] -1.315554e-02 -7.852788e-03  9.653226e-03 -5.197149e-02  9.480776e-02
#>   [31]  3.877879e-02  8.181815e-02 -6.214595e-02 -2.133514e-01 -1.430003e-01
#>   [36]  1.834080e-02  4.880301e-02  1.661131e-02  6.137757e-02 -2.261857e-02
#>   [41] -1.948565e-02 -1.767575e-01  3.031689e-02  3.608436e-03 -1.389218e-01
#>   [46] -9.513020e-02 -2.810303e-02 -8.167427e-02  5.083380e-02  9.823585e-02
#>   [51] -7.919815e-02 -1.043550e-01 -1.549508e-01  1.300773e-01 -8.461380e-02
#>   [56]  1.186152e-03 -3.451365e-01  6.714019e-02 -1.147339e-01 -1.562516e-01
#>   [61] -2.700767e-02  4.403688e-02 -1.350573e-01 -2.401410e-01 -2.720773e-01
#>   [66] -1.722025e-03  3.258759e-01  3.326631e-01 -3.566928e-02 -1.607626e-01
#>   [71] -5.950024e-02  5.304979e-02  8.052460e-03 -2.040498e-01  3.326322e-02
#>   [76]  3.410280e-01  1.553463e-01  1.235976e-01 -9.463364e-02  1.112806e-01
#>   [81] -1.318058e-01 -1.005922e-01  9.741203e-02  2.154860e-02  1.023782e-01
#>   [86] -4.018861e-02 -1.079578e-03 -3.252044e-02 -8.857497e-02  1.713087e-02
#>   [91] -1.341839e-01  5.093058e-02 -6.855849e-03 -3.950606e-02  7.677006e-02
#>   [96] -6.458723e-03 -4.978892e-02 -4.346879e-02 -3.931490e-02  8.530497e-02
#>  [101]  3.030409e-02  6.143277e-02  7.407233e-02  1.968255e-02  1.961453e-02
#>  [106]  6.323917e-02  4.439968e-02  3.272749e-02  6.272505e-02  1.658791e-02
#>  [111]  1.826411e-02 -8.753614e-02  4.505046e-02  2.562286e-02  6.435470e-02
#>  [116]  7.436528e-03 -1.733696e-03  6.713439e-02  3.963643e-03 -1.050300e-02
#>  [121]  2.947042e-02  1.193204e-02 -9.780173e-03 -9.063436e-02 -1.233712e-02
#>  [126] -6.234997e-02  8.762050e-02 -5.911130e-02 -1.571820e-01 -1.154895e-01
#>  [131] -9.505877e-02 -5.315707e-02  6.166783e-03  5.741828e-02 -3.001317e-01
#>  [136]  1.267678e-01 -4.760456e-02  2.199805e-01  6.592527e-02 -3.274820e-02
#>  [141]  1.032285e-02  6.875630e-02 -3.285106e-02  3.764594e-02 -7.992954e-02
#>  [146]  3.177836e-02 -1.510998e-01 -1.360277e-02  6.028175e-02 -7.081355e-02
#>  [151]  9.865028e-02 -7.663506e-02  1.610549e-01 -2.381630e-02 -4.790214e-02
#>  [156]  2.108422e-02 -4.351648e-02  6.377127e-03  6.852574e-03 -1.133190e-02
#>  [161] -2.698232e-01  7.284496e-02  2.592599e-02  2.824753e-02  7.654668e-03
#>  [166]  3.396268e-02 -3.615715e-02 -4.186648e-03 -5.364678e-02 -1.135324e-02
#>  [171]  2.375059e-03 -7.083608e-02  6.577088e-03  5.028322e-02  4.836352e-02
#>  [176] -8.253247e-03 -1.419901e-02 -7.322474e-02 -3.187046e-02 -4.664291e-02
#>  [181]  1.375655e-02 -2.516403e-02 -7.283790e-02 -4.567903e-02  6.176415e-02
#>  [186]  1.631066e-02  2.857341e-02  8.190914e-03  2.506992e-02  5.830483e-02
#>  [191] -1.038982e-02  4.864980e-02  6.273978e-02  4.972191e-02  5.037471e-02
#>  [196] -3.314123e-03  4.427166e-02  1.478653e-02 -6.095394e-02  8.998070e-03
#>  [201]  2.027174e-02 -1.842884e-02 -7.570730e-02  6.087837e-02  1.135089e-02
#>  [206] -4.448009e-04  1.395869e-02 -1.922979e-02  4.064980e-02  4.580211e-02
#>  [211] -2.661074e-02  7.458017e-03 -7.534994e-03 -4.143509e-03  1.032152e-02
#>  [216]  3.686552e-02  5.260562e-03  6.013715e-02 -4.992536e-02  7.967830e-02
#>  [221]  1.290053e-02 -5.395716e-03 -2.856656e-02  5.055323e-02  3.801645e-02
#>  [226]  2.257911e-02  3.682115e-02  3.006753e-03  6.151930e-02 -7.480169e-02
#>  [231]  3.940243e-02  2.820035e-02  2.212093e-02 -4.331021e-02 -3.495547e-02
#>  [236] -7.803285e-02 -1.152732e-01 -1.194084e-02 -9.695311e-03  3.915062e-02
#>  [241]  1.466868e-02 -1.543589e-02 -2.221697e-02 -4.746773e-02 -8.066739e-03
#>  [246]  4.550491e-02  3.172916e-02 -3.067487e-02 -1.740760e-02  1.291748e-02
#>  [251] -2.526010e-02  2.287740e-02 -4.584878e-02 -4.845541e-02  7.086337e-02
#>  [256]  2.292162e-02  7.323109e-02  1.382428e-04 -6.111340e-02  7.963848e-03
#>  [261] -3.482705e-02  6.012381e-02 -1.110432e-01  2.776184e-02 -4.919421e-03
#>  [266] -3.977713e-02  2.577830e-02 -2.653355e-02 -3.753123e-02 -5.923184e-03
#>  [271]  5.311080e-02  1.395088e-02  1.937450e-02  2.166304e-02  1.286236e-02
#>  [276]  4.203735e-02  1.178434e-02  1.175212e-02  4.412090e-04  3.716150e-02
#>  [281]  3.809892e-02 -6.349995e-02  9.116281e-03  3.919992e-02  4.998793e-02
#>  [286] -2.749310e-03  1.438664e-02  4.609975e-02  5.524625e-02  6.594144e-03
#>  [291] -2.545583e-02  4.017624e-02 -3.821332e-02 -3.399038e-02  6.084519e-02
#>  [296]  4.117560e-02 -5.050003e-03 -2.128620e-02  3.529518e-03  3.322010e-02
#>  [301]  9.759485e-03 -3.329103e-02  4.376364e-02 -5.008128e-02  2.532357e-02
#>  [306]  3.884090e-02  1.105431e-02 -1.366243e-02 -2.619955e-02 -7.462726e-03
#>  [311]  5.171100e-02  2.957048e-02 -1.431189e-02 -1.554596e-02 -3.047265e-02
#>  [316] -3.355301e-02 -6.354038e-04 -2.227979e-02  1.801784e-02 -5.929728e-02
#>  [321] -5.699759e-03  4.198316e-02  1.600460e-02 -5.786594e-03  4.439358e-02
#>  [326]  5.584847e-03  2.291984e-02  4.001513e-02  3.469406e-02 -4.514562e-03
#>  [331]  5.011756e-02 -3.326680e-02  7.209493e-02 -2.526844e-02  8.424605e-02
#>  [336]  4.571232e-02  1.056476e-02  6.120342e-03 -9.477995e-03  3.171809e-02
#>  [341] -1.183978e-03  7.066422e-02  4.861907e-02 -8.186416e-03  3.441595e-03
#>  [346] -3.888437e-02  7.606473e-02 -8.412981e-03 -4.403968e-02  3.229781e-02
#>  [351]  5.978137e-02 -8.696261e-03 -6.848654e-02  2.978704e-02  4.186303e-02
#>  [356] -4.138005e-02 -5.322424e-02 -1.812864e-03 -1.034954e-02  2.716633e-02
#>  [361] -4.964793e-02 -3.384264e-02  1.491965e-02  3.680128e-02  2.943995e-02
#>  [366] -9.213667e-03  1.091402e-03 -5.856685e-02 -6.822339e-02 -4.812494e-02
#>  [371]  1.455208e-02 -4.693841e-02  3.627759e-02 -2.209896e-02  2.526963e-02
#>  [376]  2.575191e-02  1.401031e-02  2.075920e-02  3.636019e-02  1.105199e-02
#>  [381]  4.238887e-02  1.963765e-02  2.023149e-02  4.447871e-02 -1.564747e-03
#>  [386] -1.064878e-03 -4.596091e-03  3.146918e-02  1.533481e-02 -8.653066e-03
#>  [391]  2.566212e-02 -1.920750e-02 -5.221940e-02  3.715446e-03  9.440619e-03
#>  [396]  2.036564e-02 -8.157997e-02  4.688741e-03 -2.131253e-02 -2.452848e-02
#>  [401]  2.478669e-02  1.364370e-02 -3.075967e-02  2.345710e-02 -6.795501e-02
#>  [406] -8.882539e-03  3.738709e-02  4.007937e-02  5.470821e-02  2.489824e-02
#>  [411]  2.128485e-02 -2.994884e-03  1.568378e-02 -3.450558e-02  2.574666e-02
#>  [416]  1.708803e-02 -2.632379e-02  2.048493e-02  3.669611e-02 -2.856962e-03
#>  [421] -4.571757e-02  1.268561e-02 -1.155051e-02 -7.157522e-02 -9.115109e-02
#>  [426] -9.195954e-02  5.543293e-02  1.354612e-02 -5.792921e-02  4.104934e-04
#>  [431]  9.494360e-02  7.491571e-03  4.117671e-02 -3.246258e-02  2.795656e-02
#>  [436]  3.996441e-02  1.156160e-02 -2.671991e-02 -9.805543e-03  4.394487e-02
#>  [441] -1.870699e-02  2.594525e-02 -1.280909e-02  1.735429e-02  1.866571e-02
#>  [446]  8.541598e-03  8.766583e-03 -2.154031e-03  8.399768e-03  9.632046e-03
#>  [451]  1.042310e-02 -1.996946e-02  2.164575e-02  3.684066e-04 -6.775088e-03
#>  [456] -3.208941e-03  2.561665e-02 -4.825549e-03 -2.093912e-02  2.632833e-02
#>  [461] -1.179111e-02 -5.663882e-02  5.832486e-03  1.861089e-02  2.427186e-02
#>  [466]  1.982196e-02 -1.250247e-02  1.625029e-03 -3.162974e-03 -2.181155e-02
#>  [471] -3.220699e-02  1.295646e-02 -5.932642e-02 -2.339908e-02 -2.097503e-02
#>  [476] -8.333412e-02 -1.527099e-02  3.772733e-02  1.616691e-03 -9.106525e-03
#>  [481]  6.693395e-02 -1.661413e-03  3.141192e-02  3.373794e-02 -5.616480e-02
#>  [486]  1.114361e-02  3.763224e-02 -1.519229e-02  2.492096e-02 -3.627122e-02
#>  [491] -1.928568e-03  1.835446e-02 -5.141375e-02 -3.606303e-02  9.111862e-04
#>  [496]  7.196668e-02  7.204627e-03  5.981295e-04 -2.683728e-02  7.103569e-03
#>  [501]  2.962081e-02 -4.351686e-04  4.315542e-02 -5.065129e-02 -1.675435e-02
#>  [506] -5.244427e-02  2.507518e-02  1.343341e-02 -5.489752e-03 -6.488921e-02
#>  [511] -6.983159e-02  3.482548e-02 -3.404364e-02  3.624339e-02 -3.926040e-02
#>  [516] -2.678775e-02 -8.852002e-02  4.768730e-02 -6.993967e-03 -1.023421e-01
#>  [521] -6.520444e-02 -5.921892e-02  6.376952e-02  3.958552e-02  2.519997e-02
#>  [526] -1.783921e-02  4.445395e-02  4.867124e-02  3.399423e-02  5.404672e-03
#>  [531]  3.122734e-02  2.922787e-02 -4.515387e-02 -5.059508e-03 -4.957279e-02
#>  [536]  3.276144e-02 -1.330351e-02 -4.908145e-02 -5.106810e-03  7.648270e-02
#>  [541]  1.134101e-02  2.278948e-02  4.275026e-04 -1.767067e-03  1.458187e-02
#>  [546] -2.766319e-02 -4.177800e-03  3.109890e-02 -1.087108e-02  2.772289e-03
#>  [551]  4.085987e-02  5.231101e-03 -2.532770e-02 -4.254714e-02 -9.375348e-03
#>  [556] -4.959007e-02 -2.288391e-02 -1.400366e-02  2.892845e-02 -4.185226e-02
#>  [561]  3.079309e-02 -1.009883e-02 -1.230330e-01  7.841264e-03 -1.771556e-02
#>  [566] -7.744298e-03 -3.120233e-02 -4.798174e-02 -3.695686e-02 -2.254851e-02
#>  [571] -8.916212e-02 -9.475099e-02 -1.349634e-01  1.460602e-01 -5.587653e-02
#>  [576] -2.746513e-02  1.074589e-01  5.717104e-02  1.619630e-02  4.095520e-02
#>  [581]  4.272611e-02  3.819292e-02 -7.498287e-02 -2.357072e-02 -4.072250e-02
#>  [586]  5.503389e-02  2.193592e-02 -1.772521e-02  1.060853e-01 -1.269070e-02
#>  [591]  2.519226e-02 -1.674892e-02 -1.509213e-02  3.595463e-02 -1.456097e-02
#>  [596] -5.599143e-03  1.690565e-02 -2.765001e-02 -8.154037e-03  4.520809e-02
#>  [601] -5.795412e-02 -2.272478e-02 -1.951239e-02 -6.252631e-03 -2.202888e-02
#>  [606]  3.943104e-02 -2.293535e-02 -1.979609e-02 -8.577010e-03 -5.084140e-02
#>  [611]  2.796497e-02 -2.550087e-03 -7.046656e-02 -2.452083e-02  1.847332e-02
#>  [616]  7.732368e-02  5.769185e-03 -2.457990e-02  4.736838e-02  2.476725e-02
#>  [621] -1.365438e-02 -1.028409e-01  1.749318e-02  6.946808e-03  3.204280e-02
#>  [626] -3.913829e-02  4.587637e-02 -5.897730e-03 -2.688352e-02  2.935937e-02
#>  [631]  2.088051e-03  5.010670e-02 -8.656833e-03 -7.835834e-02  4.040328e-02
#>  [636]  6.905201e-03  4.804712e-02 -8.136187e-03 -1.135809e-01  2.897055e-02
#>  [641]  4.208538e-02  2.085887e-02  5.858906e-02  5.610674e-03  1.935182e-02
#>  [646]  8.808987e-03  9.462666e-02 -4.251190e-02 -5.739260e-02  8.456535e-03
#>  [651]  2.565088e-02 -3.139233e-02 -4.170001e-03 -2.157062e-02 -1.101667e-02
#>  [656] -6.861461e-02 -6.321875e-02  4.028024e-02  3.267540e-02 -3.652979e-02
#>  [661] -2.381800e-02 -6.073104e-02 -1.687750e-02  3.122049e-02 -3.971433e-02
#>  [666] -2.510049e-02 -2.955588e-02  1.112910e-01  3.371412e-03  1.009212e-01
#>  [671]  3.752696e-02  9.272060e-03  2.716982e-02  1.807873e-02  2.696733e-02
#>  [676]  6.505547e-02 -1.373394e-02  2.869443e-02 -3.979482e-02  7.966364e-03
#>  [681]  6.144449e-03 -2.117423e-02  1.609050e-02 -1.342029e-02 -1.161922e-02
#>  [686] -4.237056e-02  9.492086e-03 -1.013156e-03 -6.230022e-02  1.550144e-02
#>  [691] -2.111668e-02  9.855275e-02 -8.507364e-03 -5.267998e-03 -1.837481e-02
#>  [696]  1.765777e-02  6.694151e-02  6.913736e-03 -7.666026e-03 -1.113376e-02
#>  [701]  5.377303e-02  8.584134e-03 -1.028723e-02 -1.332308e-02 -4.084496e-02
#>  [706]  3.718703e-02  6.225937e-02  3.953892e-02 -3.048270e-03  6.603318e-02
#>  [711]  4.585435e-02 -2.199191e-02  4.581150e-02  7.947343e-03 -6.737226e-02
#>  [716]  6.411021e-02 -9.463785e-02  4.796353e-02  1.740295e-02 -3.536787e-02
#>  [721]  1.192417e-01  3.338655e-02  1.822040e-02 -1.664816e-02  1.908647e-03
#>  [726]  4.186858e-02  4.155748e-02  3.146239e-02 -2.918195e-02 -2.500086e-01
#>  [731] -9.255944e-02  6.457668e-02  3.494484e-02  3.898838e-02 -3.856056e-02
#>  [736]  3.512641e-03  1.043639e-03  3.950068e-02 -1.194017e-02 -4.052396e-02
#>  [741]  3.410092e-02  1.841727e-02 -2.285483e-02  9.873728e-03  6.100952e-02
#>  [746] -3.441403e-02  1.370981e-02  4.106791e-02  3.092378e-02 -1.498986e-02
#>  [751]  7.671599e-02  1.023870e-02 -1.318243e-02 -3.292305e-02  1.111088e-02
#>  [756]  1.318820e-02 -7.917186e-02  4.496719e-03  1.743547e-02 -3.366046e-02
#>  [761]  8.445016e-02 -1.553558e-02 -1.334067e-02 -1.040035e-01 -5.847061e-02
#>  [766] -1.184134e-02  5.437564e-02  1.924082e-02  3.582820e-02  6.131502e-02
#>  [771]  1.651574e-02 -5.236171e-03  3.470154e-02 -5.353955e-02  3.836287e-02
#>  [776]  1.641620e-02 -2.419816e-02  6.079941e-03 -4.813574e-02  1.012898e-01
#>  [781] -2.525102e-02  6.580461e-03 -2.589110e-02  2.195006e-02 -1.143151e-03
#>  [786] -2.117211e-02  3.394946e-02 -2.687516e-02  5.291322e-03 -1.117189e-03
#>  [791]  2.758149e-02  7.459344e-03  1.202599e-03  7.558535e-03  1.498223e-02
#>  [796] -3.081277e-02  1.999184e-02 -2.543124e-03 -1.091757e-02  3.037863e-02
#>  [801] -1.418252e-02  1.320205e-02 -1.526430e-02  6.111790e-03  2.648364e-02
#>  [806] -3.398197e-02 -5.079900e-02  6.443211e-03  9.868518e-03 -3.167166e-02
#>  [811]  2.569210e-02  3.366717e-02 -3.109816e-02  1.564313e-02 -4.385920e-02
#>  [816]  7.617576e-03  1.812404e-02  3.071685e-02  2.095467e-02  2.102716e-02
#>  [821]  3.109281e-02  1.545493e-02  2.456558e-02 -4.623582e-03  3.303090e-02
#>  [826] -1.163045e-02  3.475848e-02  8.974323e-03  2.580183e-02  1.727244e-03
#>  [831]  1.703673e-03  7.242289e-03  1.732054e-02 -3.488221e-03 -5.321767e-02
#>  [836]  1.390895e-02  4.694855e-02  1.869297e-02  6.578455e-02 -2.812200e-02
#>  [841]  5.307818e-02 -8.008824e-05 -5.029771e-02  5.085996e-02  5.178605e-02
#>  [846]  3.541914e-02  6.959438e-02 -6.470315e-02  4.447778e-02 -4.115015e-02
#>  [851]  3.708896e-02  8.609497e-03  3.434105e-03  6.100962e-02  4.161134e-02
#>  [856]  2.831250e-03 -2.613302e-02  3.173072e-02 -1.867249e-02 -1.629043e-01
#>  [861]  5.262218e-02  6.846658e-02  5.240472e-02  4.964887e-02  3.366105e-02
#>  [866] -4.070278e-02  3.024784e-02  2.891342e-02 -3.125403e-02  4.514698e-02
#>  [871] -3.851867e-02 -1.273772e-02 -3.629162e-02  5.446144e-02  1.269441e-02
#>  [876]  5.268406e-02 -5.886845e-02 -2.582015e-02  8.541879e-02 -4.091640e-02
#>  [881] -3.138413e-02  1.712269e-02 -2.086579e-02  5.266299e-02 -6.265376e-02
#>  [886] -1.334472e-02 -9.084156e-02 -3.851103e-03  2.245570e-02 -1.042741e-01
#>  [891] -7.421326e-02  6.673015e-02 -4.690234e-04 -3.198311e-02 -1.655545e-02
#>  [896] -7.292745e-02 -9.121095e-02  1.257492e-02  6.920375e-02  2.928616e-03
#>  [901] -2.020916e-02 -2.546448e-02  3.098664e-02 -6.863718e-02 -1.364017e-02
#>  [906] -7.981701e-02 -8.270683e-02  1.035894e-03 -1.215907e-01  7.852520e-02
#>  [911]  5.120917e-02 -6.639655e-02 -3.291212e-02 -2.124714e-02  4.218581e-03
#>  [916]  7.361600e-02  4.593806e-02  6.541807e-03  1.181164e-02  1.406104e-02
#>  [921] -1.624960e-02  4.834596e-02  3.694743e-03  4.501859e-02  1.334576e-02
#>  [926]  8.684593e-03 -2.088849e-02 -2.153856e-02  8.164992e-03  1.383622e-02
#>  [931] -3.920743e-02 -2.030976e-03  4.603842e-03  8.532211e-03  3.327409e-02
#>  [936]  2.659132e-02 -3.091806e-02  1.388197e-02 -2.452035e-02 -2.634386e-02
#>  [941]  2.404360e-02 -5.923240e-03  2.887254e-02 -1.704945e-02 -2.214935e-04
#>  [946] -2.363547e-02  2.957812e-02 -8.290406e-03  1.771117e-02 -6.152874e-03
#>  [951]  3.979656e-03  3.404192e-03 -3.721588e-02 -7.012070e-03 -3.118902e-03
#>  [956]  1.500974e-02  1.711493e-02  2.301394e-02  9.124134e-03  4.461614e-03
#>  [961]  6.264063e-03 -2.846114e-02  1.625277e-03  3.402015e-02  2.487937e-02
#>  [966] -2.550711e-02 -4.025946e-02  6.126934e-03  2.834323e-02  9.027484e-03
#>  [971] -5.034417e-02 -1.407961e-02 -7.083999e-02 -3.950338e-02 -1.045910e-02
#>  [976]  4.110606e-02  6.672767e-03 -9.293325e-02 -1.402656e-02  8.378193e-03
#>  [981] -9.598909e-02 -1.888926e-01 -8.193460e-02  6.038278e-03 -9.243886e-02
#>  [986] -1.150398e-01  7.822052e-02  8.403587e-02  4.759178e-02 -3.006136e-03
#>  [991]  6.634066e-02  2.867427e-02  3.032862e-02 -2.404866e-02  5.304512e-02
#>  [996]  1.326244e-02 -4.160260e-02  2.465133e-02  5.386323e-02  1.051685e-02
#> [1001] -8.892806e-02 -6.063962e-02  6.228012e-02 -5.232842e-02  8.036997e-02
#> [1006]  3.193628e-02 -5.922561e-03  5.911278e-02  1.751275e-02  2.653771e-02
#> [1011] -4.840513e-03  2.358457e-02 -1.686195e-02 -2.231743e-02 -2.557481e-02
#> [1016] -6.165341e-02 -7.895598e-02  9.703264e-02 -9.032941e-03  2.975927e-03
#> [1021]  3.765415e-02  3.585724e-02  2.585058e-02 -1.239119e-02 -6.818376e-02
#> [1026]  3.380905e-02  7.481394e-03  1.557511e-02  1.793537e-02 -2.479967e-02
#> [1031] -1.538050e-03  1.339298e-03
#> 
#> $Wald_Joint
#> [1] 1.063572
#> 
#> $Wald_Ind
#>       x1 
#> 1.063572 
#> 
#> $rank
#> [1] 1
#> 
#> $horizon
#> [1] 1
#> 
#> $df.residuals
#> [1] 1031
#> 
#> $df
#> [1] 1
#> 
#> $assign
#> NULL
#> 
#> $cnames
#> [1] "x1"
#> 
#> $AR
#>          Rn        Rz
#> x1 0.999064 0.9986291
#> 
#> $data
#> $data$X
#>                x1
#>    [1,] 0.0354000
#>    [2,] 0.0351000
#>    [3,] 0.0347000
#>    [4,] 0.0331000
#>    [5,] 0.0333000
#>    [6,] 0.0327000
#>    [7,] 0.0334000
#>    [8,] 0.0333000
#>    [9,] 0.0329000
#>   [10,] 0.0330000
#>   [11,] 0.0325000
#>   [12,] 0.0320000
#>   [13,] 0.0316000
#>   [14,] 0.0321000
#>   [15,] 0.0318000
#>   [16,] 0.0317000
#>   [17,] 0.0319000
#>   [18,] 0.0327000
#>   [19,] 0.0326000
#>   [20,] 0.0344000
#>   [21,] 0.0341000
#>   [22,] 0.0346000
#>   [23,] 0.0336000
#>   [24,] 0.0338000
#>   [25,] 0.0340000
#>   [26,] 0.0349000
#>   [27,] 0.0363000
#>   [28,] 0.0377000
#>   [29,] 0.0358000
#>   [30,] 0.0373000
#>   [31,] 0.0367000
#>   [32,] 0.0369000
#>   [33,] 0.0375000
#>   [34,] 0.0375000
#>   [35,] 0.0347000
#>   [36,] 0.0331000
#>   [37,] 0.0340000
#>   [38,] 0.0347000
#>   [39,] 0.0339000
#>   [40,] 0.0335000
#>   [41,] 0.0338000
#>   [42,] 0.0329000
#>   [43,] 0.0328000
#>   [44,] 0.0327000
#>   [45,] 0.0328000
#>   [46,] 0.0324000
#>   [47,] 0.0324000
#>   [48,] 0.0322000
#>   [49,] 0.0330000
#>   [50,] 0.0343000
#>   [51,] 0.0338000
#>   [52,] 0.0332000
#>   [53,] 0.0327000
#>   [54,] 0.0317000
#>   [55,] 0.0319000
#>   [56,] 0.0325000
#>   [57,] 0.0326000
#>   [58,] 0.0353000
#>   [59,] 0.0385000
#>   [60,] 0.0385000
#>   [61,] 0.0407000
#>   [62,] 0.0390000
#>   [63,] 0.0367000
#>   [64,] 0.0370000
#>   [65,] 0.0336000
#>   [66,] 0.0349000
#>   [67,] 0.0347000
#>   [68,] 0.0320000
#>   [69,] 0.0321000
#>   [70,] 0.0319000
#>   [71,] 0.0322000
#>   [72,] 0.0322000
#>   [73,] 0.0315000
#>   [74,] 0.0308000
#>   [75,] 0.0325000
#>   [76,] 0.0321000
#>   [77,] 0.0325000
#>   [78,] 0.0308000
#>   [79,] 0.0306000
#>   [80,] 0.0309000
#>   [81,] 0.0308000
#>   [82,] 0.0308000
#>   [83,] 0.0315000
#>   [84,] 0.0327000
#>   [85,] 0.0336000
#>   [86,] 0.0321000
#>   [87,] 0.0317000
#>   [88,] 0.0307000
#>   [89,] 0.0300000
#>   [90,] 0.0292000
#>   [91,] 0.0289000
#>   [92,] 0.0288000
#>   [93,] 0.0299000
#>   [94,] 0.0310000
#>   [95,] 0.0300000
#>   [96,] 0.0299000
#>   [97,] 0.0293000
#>   [98,] 0.0281000
#>   [99,] 0.0275000
#>  [100,] 0.0274000
#>  [101,] 0.0269000
#>  [102,] 0.0276000
#>  [103,] 0.0270000
#>  [104,] 0.0268000
#>  [105,] 0.0281000
#>  [106,] 0.0282000
#>  [107,] 0.0279000
#>  [108,] 0.0280000
#>  [109,] 0.0276000
#>  [110,] 0.0285000
#>  [111,] 0.0281000
#>  [112,] 0.0275000
#>  [113,] 0.0274000
#>  [114,] 0.0273000
#>  [115,] 0.0273000
#>  [116,] 0.0271000
#>  [117,] 0.0264000
#>  [118,] 0.0268000
#>  [119,] 0.0269000
#>  [120,] 0.0257000
#>  [121,] 0.0255000
#>  [122,] 0.0258000
#>  [123,] 0.0253000
#>  [124,] 0.0285000
#>  [125,] 0.0284000
#>  [126,] 0.0282000
#>  [127,] 0.0285000
#>  [128,] 0.0277000
#>  [129,] 0.0286000
#>  [130,] 0.0284000
#>  [131,] 0.0283000
#>  [132,] 0.0278000
#>  [133,] 0.0273000
#>  [134,] 0.0271000
#>  [135,] 0.0268000
#>  [136,] 0.0273000
#>  [137,] 0.0259000
#>  [138,] 0.0257000
#>  [139,] 0.0259000
#>  [140,] 0.0257000
#>  [141,] 0.0259000
#>  [142,] 0.0259000
#>  [143,] 0.0254000
#>  [144,] 0.0257000
#>  [145,] 0.0252000
#>  [146,] 0.0249000
#>  [147,] 0.0245000
#>  [148,] 0.0237000
#>  [149,] 0.0229000
#>  [150,] 0.0217000
#>  [151,] 0.0221000
#>  [152,] 0.0213000
#>  [153,] 0.0231000
#>  [154,] 0.0278000
#>  [155,] 0.0247000
#>  [156,] 0.0236000
#>  [157,] 0.0226000
#>  [158,] 0.0229000
#>  [159,] 0.0228000
#>  [160,] 0.0215000
#>  [161,] 0.0220000
#>  [162,] 0.0246000
#>  [163,] 0.0227000
#>  [164,] 0.0224000
#>  [165,] 0.0223000
#>  [166,] 0.0215000
#>  [167,] 0.0214000
#>  [168,] 0.0199000
#>  [169,] 0.0194000
#>  [170,] 0.0213000
#>  [171,] 0.0213000
#>  [172,] 0.0206000
#>  [173,] 0.0196000
#>  [174,] 0.0195000
#>  [175,] 0.0191000
#>  [176,] 0.0191000
#>  [177,] 0.0190000
#>  [178,] 0.0193000
#>  [179,] 0.0182000
#>  [180,] 0.0186000
#>  [181,] 0.0204000
#>  [182,] 0.0247000
#>  [183,] 0.0247000
#>  [184,] 0.0244000
#>  [185,] 0.0246000
#>  [186,] 0.0243000
#>  [187,] 0.0244000
#>  [188,] 0.0244000
#>  [189,] 0.0244000
#>  [190,] 0.0244000
#>  [191,] 0.0244000
#>  [192,] 0.0247000
#>  [193,] 0.0246000
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#>  [788,] 0.0726000
#>  [789,] 0.0725000
#>  [790,] 0.0710000
#>  [791,] 0.0741000
#>  [792,] 0.0748000
#>  [793,] 0.0726000
#>  [794,] 0.0725000
#>  [795,] 0.0698000
#>  [796,] 0.0702000
#>  [797,] 0.0701000
#>  [798,] 0.0701000
#>  [799,] 0.0668000
#>  [800,] 0.0656000
#>  [801,] 0.0623000
#>  [802,] 0.0627000
#>  [803,] 0.0623000
#>  [804,] 0.0651000
#>  [805,] 0.0654000
#>  [806,] 0.0637000
#>  [807,] 0.0682000
#>  [808,] 0.0725000
#>  [809,] 0.0745000
#>  [810,] 0.0759000
#>  [811,] 0.0774000
#>  [812,] 0.0746000
#>  [813,] 0.0761000
#>  [814,] 0.0800000
#>  [815,] 0.0809000
#>  [816,] 0.0808000
#>  [817,] 0.0799000
#>  [818,] 0.0780000
#>  [819,] 0.0758000
#>  [820,] 0.0755000
#>  [821,] 0.0745000
#>  [822,] 0.0677000
#>  [823,] 0.0670000
#>  [824,] 0.0691000
#>  [825,] 0.0674000
#>  [826,] 0.0663000
#>  [827,] 0.0641000
#>  [828,] 0.0623000
#>  [829,] 0.0603000
#>  [830,] 0.0609000
#>  [831,] 0.0659000
#>  [832,] 0.0684000
#>  [833,] 0.0706000
#>  [834,] 0.0717000
#>  [835,] 0.0703000
#>  [836,] 0.0707000
#>  [837,] 0.0726000
#>  [838,] 0.0704000
#>  [839,] 0.0671000
#>  [840,] 0.0643000
#>  [841,] 0.0673000
#>  [842,] 0.0689000
#>  [843,] 0.0694000
#>  [844,] 0.0723000
#>  [845,] 0.0705000
#>  [846,] 0.0701000
#>  [847,] 0.0688000
#>  [848,] 0.0637000
#>  [849,] 0.0672000
#>  [850,] 0.0649000
#>  [851,] 0.0623000
#>  [852,] 0.0614000
#>  [853,] 0.0602000
#>  [854,] 0.0589000
#>  [855,] 0.0599000
#>  [856,] 0.0602000
#>  [857,] 0.0604000
#>  [858,] 0.0592000
#>  [859,] 0.0576000
#>  [860,] 0.0584000
#>  [861,] 0.0547000
#>  [862,] 0.0517000
#>  [863,] 0.0540000
#>  [864,] 0.0535000
#>  [865,] 0.0542000
#>  [866,] 0.0536000
#>  [867,] 0.0587000
#>  [868,] 0.0592000
#>  [869,] 0.0594000
#>  [870,] 0.0615000
#>  [871,] 0.0627000
#>  [872,] 0.0639000
#>  [873,] 0.0649000
#>  [874,] 0.0646000
#>  [875,] 0.0651000
#>  [876,] 0.0662000
#>  [877,] 0.0682000
#>  [878,] 0.0666000
#>  [879,] 0.0646000
#>  [880,] 0.0618000
#>  [881,] 0.0630000
#>  [882,] 0.0640000
#>  [883,] 0.0622000
#>  [884,] 0.0611000
#>  [885,] 0.0594000
#>  [886,] 0.0612000
#>  [887,] 0.0600000
#>  [888,] 0.0576000
#>  [889,] 0.0558000
#>  [890,] 0.0562000
#>  [891,] 0.0549000
#>  [892,] 0.0559000
#>  [893,] 0.0593000
#>  [894,] 0.0594000
#>  [895,] 0.0590000
#>  [896,] 0.0561000
#>  [897,] 0.0546000
#>  [898,] 0.0542000
#>  [899,] 0.0506000
#>  [900,] 0.0553000
#>  [901,] 0.0575000
#>  [902,] 0.0569000
#>  [903,] 0.0563000
#>  [904,] 0.0604000
#>  [905,] 0.0575000
#>  [906,] 0.0578000
#>  [907,] 0.0566000
#>  [908,] 0.0544000
#>  [909,] 0.0510000
#>  [910,] 0.0480000
#>  [911,] 0.0508000
#>  [912,] 0.0521000
#>  [913,] 0.0484000
#>  [914,] 0.0495000
#>  [915,] 0.0472000
#>  [916,] 0.0486000
#>  [917,] 0.0481000
#>  [918,] 0.0436000
#>  [919,] 0.0452000
#>  [920,] 0.0542000
#>  [921,] 0.0532000
#>  [922,] 0.0490000
#>  [923,] 0.0518000
#>  [924,] 0.0519000
#>  [925,] 0.0511000
#>  [926,] 0.0499000
#>  [927,] 0.0483000
#>  [928,] 0.0474000
#>  [929,] 0.0531000
#>  [930,] 0.0539000
#>  [931,] 0.0532000
#>  [932,] 0.0523000
#>  [933,] 0.0493000
#>  [934,] 0.0488000
#>  [935,] 0.0478000
#>  [936,] 0.0502000
#>  [937,] 0.0484000
#>  [938,] 0.0465000
#>  [939,] 0.0479000
#>  [940,] 0.0488000
#>  [941,] 0.0461000
#>  [942,] 0.0440000
#>  [943,] 0.0429000
#>  [944,] 0.0456000
#>  [945,] 0.0432000
#>  [946,] 0.0464000
#>  [947,] 0.0484000
#>  [948,] 0.0481000
#>  [949,] 0.0461000
#>  [950,] 0.0474000
#>  [951,] 0.0457000
#>  [952,] 0.0507000
#>  [953,] 0.0532000
#>  [954,] 0.0535000
#>  [955,] 0.0531000
#>  [956,] 0.0518000
#>  [957,] 0.0496000
#>  [958,] 0.0484000
#>  [959,] 0.0481000
#>  [960,] 0.0467000
#>  [961,] 0.0491000
#>  [962,] 0.0502000
#>  [963,] 0.0477000
#>  [964,] 0.0493000
#>  [965,] 0.0489000
#>  [966,] 0.0510000
#>  [967,] 0.0521000
#>  [968,] 0.0501000
#>  [969,] 0.0487000
#>  [970,] 0.0489000
#>  [971,] 0.0480000
#>  [972,] 0.0445000
#>  [973,] 0.0450000
#>  [974,] 0.0436000
#>  [975,] 0.0438000
#>  [976,] 0.0432000
#>  [977,] 0.0458000
#>  [978,] 0.0475000
#>  [979,] 0.0460000
#>  [980,] 0.0465000
#>  [981,] 0.0449000
#>  [982,] 0.0443000
#>  [983,] 0.0478000
#>  [984,] 0.0372000
#>  [985,] 0.0303000
#>  [986,] 0.0394000
#>  [987,] 0.0401000
#>  [988,] 0.0355000
#>  [989,] 0.0410000
#>  [990,] 0.0432000
#>  [991,] 0.0429000
#>  [992,] 0.0430000
#>  [993,] 0.0415000
#>  [994,] 0.0403000
#>  [995,] 0.0420000
#>  [996,] 0.0406000
#>  [997,] 0.0458000
#>  [998,] 0.0440589
#>  [999,] 0.0440712
#> [1000,] 0.0457777
#> [1001,] 0.0437358
#> [1002,] 0.0406810
#> [1003,] 0.0376074
#> [1004,] 0.0376576
#> [1005,] 0.0327078
#> [1006,] 0.0340630
#> [1007,] 0.0367157
#> [1008,] 0.0380256
#> [1009,] 0.0413782
#> [1010,] 0.0432000
#> [1011,] 0.0426000
#> [1012,] 0.0429000
#> [1013,] 0.0416000
#> [1014,] 0.0391000
#> [1015,] 0.0404000
#> [1016,] 0.0366000
#> [1017,] 0.0314000
#> [1018,] 0.0265000
#> [1019,] 0.0288000
#> [1020,] 0.0271000
#> [1021,] 0.0248000
#> [1022,] 0.0249000
#> [1023,] 0.0269000
#> [1024,] 0.0290000
#> [1025,] 0.0261000
#> [1026,] 0.0219000
#> [1027,] 0.0225000
#> [1028,] 0.0206000
#> [1029,] 0.0218000
#> [1030,] 0.0226000
#> [1031,] 0.0236000
#> [1032,] 0.0219000
#> 
#> $data$y
#>    [1] -5.215602e-03  4.203959e-02  4.573293e-03  1.052355e-02  5.844528e-02
#>    [6] -2.336578e-02  7.854093e-02  3.045070e-02  4.938341e-02 -5.035338e-02
#>   [11]  6.550733e-02  1.652516e-02 -1.007074e-02 -1.499515e-02  9.797784e-02
#>   [16]  3.157578e-02  9.528906e-03 -3.820995e-02  7.212613e-03  6.445267e-02
#>   [21]  1.788912e-02  1.065195e-02  1.116538e-01  2.692799e-03  4.927926e-02
#>   [26] -7.275585e-03 -2.065916e-03  1.534701e-02 -4.615137e-02  1.005281e-01
#>   [31]  4.453906e-02  8.756512e-02 -5.643886e-02 -2.076443e-01 -1.371070e-01
#>   [36]  2.434044e-02  5.474281e-02  2.250457e-02  6.732402e-02 -1.664552e-02
#>   [41] -1.353255e-02 -1.707445e-01  3.633648e-02  9.634673e-03 -1.329023e-01
#>   [46] -8.908401e-02 -2.205684e-02 -7.561479e-02  5.684009e-02  1.041557e-01
#>   [51] -7.324506e-02 -9.836203e-02 -1.489245e-01  1.361700e-01 -7.853437e-02
#>   [56]  7.225687e-03 -3.391036e-01  7.299355e-02 -1.090933e-01 -1.506110e-01
#>   [61] -2.151335e-02  4.964422e-02 -1.292970e-01 -2.344007e-01 -2.661109e-01
#>   [66]  4.157934e-03  3.317692e-01  3.387359e-01 -2.960314e-02 -1.546831e-01
#>   [71] -5.344076e-02  5.910927e-02  1.415849e-02 -1.978973e-01  3.930276e-02
#>   [76]  3.470942e-01  1.613859e-01  1.297501e-01 -8.846778e-02  1.174265e-01
#>   [81] -1.256532e-01 -9.443962e-02  1.035181e-01  2.757484e-02  1.083446e-01
#>   [86] -3.412248e-02  5.013150e-03 -2.636122e-02 -8.236920e-02  2.338982e-02
#>   [91] -1.279050e-01  5.721613e-02 -6.434385e-04 -3.336679e-02  8.297582e-02
#>   [96] -2.463124e-04 -4.353661e-02 -3.713670e-02 -3.294291e-02  9.168361e-02
#>  [101]  3.671597e-02  6.779811e-02  8.047756e-02  2.610108e-02  2.594662e-02
#>  [106]  6.956461e-02  5.074507e-02  3.906623e-02  6.909039e-02  2.289341e-02
#>  [111]  2.459620e-02 -8.116415e-02  5.142910e-02  3.200814e-02  7.073999e-02
#>  [116]  1.383511e-02  4.711430e-03  7.355292e-02  1.037552e-02 -4.011334e-03
#>  [121]  3.597539e-02  1.841706e-02 -3.261907e-03 -8.432886e-02 -6.024977e-03
#>  [126] -5.602452e-02  9.392600e-02 -5.275261e-02 -1.508831e-01 -1.091774e-01
#>  [131] -8.873998e-02 -4.680503e-02  1.255207e-02  6.381686e-02 -2.937132e-01
#>  [136]  1.331531e-01 -4.112618e-02  2.264722e-01  7.240364e-02 -2.625653e-02
#>  [141]  1.680122e-02  7.523467e-02 -2.633944e-02  4.413761e-02 -7.340462e-02
#>  [146]  3.832322e-02 -1.445284e-01 -6.978117e-03  6.695959e-02 -6.405592e-02
#>  [151]  1.053813e-01 -6.985083e-02  1.677194e-01 -1.746426e-02 -4.134398e-02
#>  [156]  2.771551e-02 -3.681869e-02  1.305497e-02  1.353707e-02 -4.560976e-03
#>  [161] -2.630855e-01  7.940977e-02  3.261713e-02  3.495862e-02  1.437240e-02
#>  [166]  4.073361e-02 -2.937957e-02  2.690665e-03 -4.673623e-02 -4.569013e-03
#>  [171]  9.159285e-03 -6.400531e-02  1.347435e-02  5.718713e-02  5.529403e-02
#>  [176] -1.322742e-03 -7.261853e-03 -6.630754e-02 -2.488012e-02 -3.967916e-02
#>  [181]  2.060062e-02 -1.860587e-02 -6.627974e-02 -3.910092e-02  6.832896e-02
#>  [186]  2.289541e-02  3.515152e-02  1.476902e-02  3.164803e-02  6.488294e-02
#>  [191] -3.811717e-03  5.520796e-02  6.930459e-02  5.629337e-02  5.693951e-02
#>  [196]  3.244037e-03  5.083647e-02  2.136464e-02 -5.437584e-02  1.556953e-02
#>  [201]  2.684319e-02 -1.186403e-02 -6.914914e-02  6.742988e-02  1.790240e-02
#>  [206]  6.106710e-03  2.051685e-02 -1.267163e-02  4.720131e-02  5.236027e-02
#>  [211] -2.005923e-02  1.401618e-02 -9.768344e-04  2.414650e-03  1.687968e-02
#>  [216]  4.342368e-02  1.182537e-02  6.674185e-02 -4.329406e-02  8.630960e-02
#>  [221]  1.958503e-02  1.302073e-03 -2.180893e-02  5.726432e-02  4.473418e-02
#>  [226]  2.931014e-02  4.358543e-02  9.810926e-03  6.839662e-02 -6.792438e-02
#>  [231]  4.628640e-02  3.508431e-02  2.894505e-02 -3.649939e-02 -2.812470e-02
#>  [236] -7.122203e-02 -1.085156e-01 -5.196504e-03 -2.931031e-03  4.588830e-02
#>  [241]  2.145955e-02 -8.658312e-03 -1.543939e-02 -4.068351e-02 -1.309109e-03
#>  [246]  5.226919e-02  3.849344e-02 -2.389729e-02 -1.060343e-02  1.970171e-02
#>  [251] -1.850247e-02  2.955525e-02 -3.926403e-02 -4.187066e-02  7.746142e-02
#>  [256]  2.951968e-02  7.984244e-02  6.802787e-03 -5.449540e-02  1.456190e-02
#>  [261] -2.823564e-02  6.671521e-02 -1.044584e-01  3.437319e-02  1.705229e-03
#>  [266] -3.312589e-02  3.244284e-02 -1.984241e-02 -3.084009e-02  7.679560e-04
#>  [271]  5.986843e-02  2.071516e-02  2.617867e-02  2.845392e-02  1.965324e-02
#>  [276]  4.882822e-02  1.859516e-02  1.852305e-02  7.218787e-03  4.393243e-02
#>  [281]  4.487650e-02 -5.671572e-02  1.588056e-02  4.597750e-02  5.676551e-02
#>  [286]  3.988373e-03  2.109108e-02  5.281084e-02  6.195734e-02  1.332518e-02
#>  [291] -1.877134e-02  4.677429e-02 -3.166181e-02 -2.747876e-02  6.732356e-02
#>  [296]  4.770051e-02  1.514806e-03 -1.476793e-02  1.004113e-02  3.966523e-02
#>  [301]  1.617137e-02 -2.687250e-02  5.017552e-02 -4.362951e-02  3.183519e-02
#>  [306]  4.533257e-02  1.753268e-02 -7.197355e-03 -1.977437e-02 -1.104037e-03
#>  [311]  5.812288e-02  3.596241e-02 -7.966495e-03 -9.200570e-03 -2.418045e-02
#>  [316] -2.730735e-02  5.550410e-03 -1.616712e-02  2.421695e-02 -5.309817e-02
#>  [321]  4.860554e-04  4.829530e-02  2.233669e-02  5.122539e-04  5.077222e-02
#>  [326]  1.185045e-02  2.926523e-02  4.636717e-02  4.107934e-02  1.830829e-03
#>  [331]  5.650949e-02 -2.683497e-02  7.850681e-02 -1.886985e-02  9.064463e-02
#>  [336]  5.209096e-02  1.695670e-02  1.241919e-02 -3.219042e-03  3.800364e-02
#>  [341]  5.088274e-03  7.695642e-02  5.487137e-02 -1.980655e-03  9.640707e-03
#>  [346] -3.266531e-02  8.232368e-02 -2.173974e-03 -3.780068e-02  3.855676e-02
#>  [351]  6.603368e-02 -2.510447e-03 -6.235391e-02  3.599945e-02  4.807544e-02
#>  [356] -3.526072e-02 -4.718470e-02  4.233320e-03 -4.336599e-03  3.315267e-02
#>  [361] -4.374137e-02 -2.782305e-02  2.093924e-02  4.280092e-02  3.534651e-02
#>  [366] -3.327059e-03  6.891572e-03 -5.279328e-02 -6.246311e-02 -4.234472e-02
#>  [371]  2.029906e-02 -4.099861e-02  4.233042e-02 -1.609267e-02  3.130916e-02
#>  [376]  3.181804e-02  2.014294e-02  2.687852e-02  4.240638e-02  1.697185e-02
#>  [381]  4.812255e-02  2.531149e-02  2.594522e-02  5.023234e-02  4.095794e-03
#>  [386]  4.422788e-03  9.314693e-04  3.699009e-02  2.078258e-02 -3.225241e-03
#>  [391]  3.107664e-02 -1.377968e-02 -4.683147e-02  9.063483e-03  1.484185e-02
#>  [396]  2.569373e-02 -7.635161e-02  9.956990e-03 -1.596449e-02 -1.906076e-02
#>  [401]  3.015467e-02  1.907152e-02 -2.526535e-02  2.911764e-02 -6.234766e-02
#>  [406] -3.255243e-03  4.298779e-02  4.562688e-02  6.038205e-02  3.041251e-02
#>  [411]  2.687890e-02  2.565922e-03  2.128448e-02 -2.894478e-02  3.126092e-02
#>  [416]  2.260229e-02 -2.084942e-02  2.600584e-02  4.223697e-02  2.657301e-03
#>  [421] -4.027645e-02  1.810013e-02 -6.102742e-03 -6.602106e-02 -8.557033e-02
#>  [426] -8.637214e-02  6.096714e-02  1.900719e-02 -5.239500e-02  5.964650e-03
#>  [431]  1.005177e-01  1.305903e-02  4.675082e-02 -2.690842e-02  3.349742e-02
#>  [436]  4.549862e-02  1.706922e-02 -2.121894e-02 -4.311228e-03  4.943919e-02
#>  [441] -1.321933e-02  3.141962e-02 -7.367972e-03  2.280206e-02  2.409354e-02
#>  [446]  1.394283e-02  1.414786e-02  3.227251e-03  1.378770e-02  1.502663e-02
#>  [451]  1.583763e-02 -1.456824e-02  2.703368e-02  5.769636e-03 -1.373859e-03
#>  [456]  2.185639e-03  3.100458e-02  5.690309e-04 -1.555784e-02  3.172291e-02
#>  [461] -6.396532e-03 -5.125089e-02  1.122042e-02  2.399217e-02  2.962654e-02
#>  [466]  2.514340e-02 -7.181025e-03  6.893278e-03  2.045433e-03 -1.664968e-02
#>  [471] -2.717810e-02  1.809838e-02 -5.423105e-02 -1.834360e-02 -1.594614e-02
#>  [476] -7.833848e-02 -1.038839e-02  4.273627e-02  6.712065e-03 -4.097588e-03
#>  [481]  7.210911e-02  3.560293e-03  3.652059e-02  3.891310e-02 -5.113592e-02
#>  [486]  1.613925e-02  4.246165e-02 -1.034958e-02  2.970383e-02 -3.150830e-02
#>  [491]  2.621586e-03  2.278493e-02 -4.691014e-02 -3.142644e-02  5.507883e-03
#>  [496]  7.644369e-02  1.176808e-02  5.161581e-03 -2.218739e-02  1.186649e-02
#>  [501]  3.436378e-02  4.234667e-03  4.774546e-02 -4.621417e-02 -1.253000e-02
#>  [506] -4.834625e-02  2.916655e-02  1.751149e-02 -1.232156e-03 -6.091087e-02
#>  [511] -6.577346e-02  3.889691e-02 -3.003206e-02  3.994247e-02 -3.540175e-02
#>  [516] -2.308202e-02 -8.488743e-02  5.128000e-02 -3.122014e-03 -9.853668e-02
#>  [521] -6.165164e-02 -5.595868e-02  6.725582e-02  4.321811e-02  2.878601e-02
#>  [526] -1.416007e-02  4.804664e-02  5.263628e-02  3.788613e-02  9.535936e-03
#>  [531]  3.524557e-02  3.348547e-02 -4.106915e-02 -1.008032e-03 -4.563434e-02
#>  [536]  3.668659e-02 -9.158950e-03 -4.485709e-02 -8.159680e-04  8.072035e-02
#>  [541]  1.557201e-02  2.696064e-02  4.625258e-03  2.357549e-03  1.869319e-02
#>  [546] -2.343219e-02 -1.329012e-05  3.535650e-02 -6.626782e-03  6.943447e-03
#>  [551]  4.513076e-02  9.595082e-03 -2.111000e-02 -3.890126e-02 -5.749409e-03
#>  [556] -4.595083e-02 -1.925132e-02 -1.047746e-02  3.240811e-02 -3.870505e-02
#>  [561]  3.415307e-02 -6.572629e-03 -1.194137e-01  1.130763e-02 -1.434229e-02
#>  [566] -4.464109e-03 -2.797533e-02 -4.498746e-02 -3.418200e-02 -1.973376e-02
#>  [571] -8.636066e-02 -9.202267e-02 -1.324479e-01  1.486954e-01 -5.296204e-02
#>  [576] -2.439106e-02  1.106061e-01  6.007889e-02  1.915734e-02  4.367688e-02
#>  [581]  4.526160e-02  4.083481e-02 -7.218806e-02 -2.088229e-02 -3.813381e-02
#>  [586]  5.750290e-02  2.469083e-02 -1.509663e-02  1.089333e-01 -9.822750e-03
#>  [591]  2.806021e-02 -1.381448e-02 -1.219093e-02  3.869625e-02 -1.172626e-02
#>  [596] -2.751140e-03  1.985339e-02 -2.464243e-02 -5.133160e-03  4.842844e-02
#>  [601] -5.454760e-02 -1.960417e-02 -1.646492e-02 -3.185210e-03 -1.895481e-02
#>  [606]  4.254501e-02 -1.974825e-02 -1.670207e-02 -5.389907e-03 -4.772078e-02
#>  [611]  3.097255e-02  4.840881e-04 -6.760526e-02 -2.174596e-02  2.120829e-02
#>  [616]  7.999881e-02  8.397769e-03 -2.204440e-02  4.981744e-02  2.726285e-02
#>  [621] -1.105904e-02 -1.003586e-01  1.978266e-02  9.316081e-03  3.427244e-02
#>  [626] -3.682886e-02  4.803952e-02 -3.694683e-03 -2.481345e-02  3.155577e-02
#>  [631]  4.457323e-03  5.235629e-02 -6.487031e-03 -7.632152e-02  4.172866e-02
#>  [636]  8.396802e-03  4.951878e-02 -7.342734e-03 -1.132662e-01  2.893288e-02
#>  [641]  4.313149e-02  2.216430e-02  6.010061e-02  6.670088e-03  1.997240e-02
#>  [646]  9.130359e-03  9.464218e-02 -4.248974e-02 -5.716432e-02  8.605033e-03
#>  [651]  2.532065e-02 -3.148985e-02 -4.826036e-03 -2.178117e-02 -1.148653e-02
#>  [656] -6.952331e-02 -6.462613e-02  3.862685e-02  3.167362e-02 -3.644113e-02
#>  [661] -2.448733e-02 -6.193894e-02 -1.799897e-02  3.019876e-02 -4.047675e-02
#>  [666] -2.592940e-02 -3.074383e-02  1.105020e-01  3.234001e-03  1.012558e-01
#>  [671]  3.833371e-02  9.992374e-03  2.808961e-02  1.887884e-02  2.811983e-02
#>  [676]  6.605504e-02 -1.252160e-02  2.950118e-02 -3.903461e-02  8.201299e-03
#>  [681]  6.299596e-03 -2.066668e-02  1.639192e-02 -1.303907e-02 -1.137763e-02
#>  [686] -4.201594e-02  9.600690e-03 -1.143917e-03 -6.263710e-02  1.451960e-02
#>  [691] -2.205198e-02  9.815603e-02 -8.751159e-03 -5.279077e-03 -1.797365e-02
#>  [696]  1.808552e-02  6.736262e-02  7.620752e-03 -7.504230e-03 -1.078579e-02
#>  [701]  5.424733e-02  9.723337e-03 -9.101486e-03 -1.237670e-02 -3.974565e-02
#>  [706]  3.819325e-02  6.347171e-02  4.101722e-02 -1.204271e-03  6.786388e-02
#>  [711]  4.846299e-02 -1.888460e-02  4.881243e-02  1.050944e-02 -6.442452e-02
#>  [716]  6.693162e-02 -9.151058e-02  5.066526e-02  2.026425e-02 -3.234700e-02
#>  [721]  1.221961e-01  3.641408e-02  2.134766e-02 -1.373367e-02  4.397602e-03
#>  [726]  4.421791e-02  4.392676e-02  3.363219e-02 -2.720497e-02 -2.484040e-01
#>  [731] -9.051597e-02  6.658691e-02  3.702820e-02  4.152388e-02 -3.603836e-02
#>  [736]  5.722337e-03  3.067162e-03  4.137127e-02 -9.836862e-03 -3.862012e-02
#>  [741]  3.598481e-02  2.052059e-02 -2.056535e-02  1.193715e-02  6.310618e-02
#>  [746] -3.221763e-02  1.569344e-02  4.309144e-02  3.302045e-02 -1.262724e-02
#>  [751]  7.945761e-02  1.311330e-02 -1.057380e-02 -3.035431e-02  1.392564e-02
#>  [756]  1.601626e-02 -7.639700e-02  6.945780e-03  1.981139e-02 -3.137098e-02
#>  [761]  8.650693e-02 -1.320620e-02 -1.088496e-02 -1.015212e-01 -5.638725e-02
#>  [766] -9.718086e-03  5.660529e-02  2.173643e-02  3.841689e-02  6.395025e-02
#>  [771]  1.912438e-02 -2.647480e-03  3.733678e-02 -5.095751e-02  4.084518e-02
#>  [776]  1.896499e-02 -2.143660e-02  9.027679e-03 -4.519465e-02  1.042442e-01
#>  [781] -2.190434e-02  9.621286e-03 -2.285693e-02  2.485125e-02  1.718149e-03
#>  [786] -1.816453e-02  3.706342e-02 -2.350188e-02  8.671247e-03  2.362471e-03
#>  [791]  3.085503e-02  1.068634e-02  4.575875e-03  1.093846e-02  1.854167e-02
#>  [796] -2.727991e-02  2.353134e-02  9.963778e-04 -7.158647e-03  3.421734e-02
#>  [801] -1.012439e-02  1.723358e-02 -1.120618e-02  9.983742e-03  3.033564e-02
#>  [806] -3.001693e-02 -4.713316e-02  9.823136e-03  1.311546e-02 -2.851780e-02
#>  [811]  2.874623e-02  3.690747e-02 -2.795760e-02  1.852438e-02 -4.103779e-02
#>  [816]  1.044563e-02  2.101194e-02  3.373108e-02  2.411518e-02  2.420762e-02
#>  [821]  3.433976e-02  1.915401e-02  2.831120e-02 -1.017590e-03  3.674992e-02
#>  [826] -7.838286e-03  3.869692e-02  1.303245e-02  2.999293e-02  5.878456e-03
#>  [831]  5.522434e-03  1.089482e-02  2.082680e-02 -5.510434e-05 -4.969147e-02
#>  [836]  1.740856e-02  5.032183e-02  2.221253e-02  6.952352e-02 -2.419686e-02
#>  [841]  5.680386e-02  3.539202e-03 -4.671166e-02  5.425318e-02  5.529895e-02
#>  [846]  3.895864e-02  7.322032e-02 -6.073811e-02  4.821010e-02 -3.726490e-02
#>  [851]  4.114709e-02  1.272746e-02  7.631861e-03  6.529381e-02  4.582904e-02
#>  [856]  7.029005e-03 -2.194857e-02  3.599496e-02 -1.430186e-02 -1.585869e-01
#>  [861]  5.718564e-02  7.322951e-02  5.701471e-02  5.429211e-02  3.825775e-02
#>  [866] -3.606619e-02  3.454533e-02  3.317767e-02 -2.700308e-02  4.925830e-02
#>  [871] -3.448714e-02 -8.785983e-03 -3.240637e-02  5.836664e-02  1.656636e-02
#>  [876]  5.648287e-02 -5.520262e-02 -2.204794e-02  8.932399e-02 -3.682502e-02
#>  [881] -2.737254e-02  2.106778e-02 -1.680102e-02  5.680090e-02 -5.840282e-02
#>  [886] -9.213458e-03 -8.663051e-02  5.195264e-04  2.694601e-02 -9.981039e-02
#>  [891] -6.966311e-02  7.121381e-02  3.788573e-03 -2.773216e-02 -1.227791e-02
#>  [896] -6.845708e-02 -8.664085e-02  1.717162e-02  7.403981e-02  7.452174e-03
#>  [901] -1.583188e-02 -2.104731e-02  3.544370e-02 -6.445272e-02 -9.262886e-03
#>  [906] -7.545968e-02 -7.826971e-02  5.619293e-03 -1.167813e-01  8.353414e-02
#>  [911]  5.603193e-02 -6.166022e-02 -2.792978e-02 -1.633794e-02  9.280710e-03
#>  [916]  7.858504e-02  5.094035e-02  1.184330e-02  1.700675e-02  1.865773e-02
#>  [921] -1.158641e-02  5.328841e-02  8.451016e-03  4.976821e-02  1.814858e-02
#>  [926]  1.356720e-02 -1.589951e-02 -1.648973e-02  1.283483e-02  1.845286e-02
#>  [931] -3.454424e-02  2.692052e-03  9.526341e-03  1.348796e-02  3.829632e-02
#>  [936]  3.145398e-02 -2.593572e-02  1.899064e-02 -1.950477e-02 -2.138812e-02
#>  [941]  2.917887e-02 -6.483429e-04  3.422058e-02 -1.188094e-02  5.106596e-03
#>  [946] -1.852015e-02  3.456046e-02 -3.288119e-03  2.284644e-02 -1.104044e-03
#>  [951]  9.141520e-03  8.233605e-03 -3.255269e-02 -2.368830e-03  1.550934e-03
#>  [956]  1.976601e-02  2.201748e-02  2.799628e-02  1.412642e-02  9.556988e-03
#>  [961]  1.119986e-02 -2.359848e-02  6.654160e-03  3.894265e-02  2.982846e-02
#>  [966] -2.069765e-02 -3.552314e-02  1.099624e-02  3.330563e-02  1.397658e-02
#>  [971] -4.533524e-02 -8.837963e-03 -6.563159e-02 -3.420189e-02 -5.170901e-03
#>  [976]  4.643415e-02  1.182798e-02 -8.789107e-02 -8.884642e-03  1.348686e-02
#>  [981] -9.077403e-02 -1.836377e-01 -7.691236e-02  1.176531e-02 -8.625305e-02
#>  [986] -1.094590e-01  8.375473e-02  8.987593e-02  5.306615e-02  2.321953e-03
#>  [991]  7.168870e-02  3.401566e-02  3.576974e-02 -1.852775e-02  5.845300e-02
#>  [996]  1.876341e-02 -3.644738e-02  2.992231e-02  5.913339e-02  1.567355e-02
#> [1001] -8.363559e-02 -5.514405e-02  6.798006e-02 -4.663182e-02  8.639569e-02
#> [1006]  3.787190e-02 -1.633290e-04  6.478492e-02  2.296197e-02  3.186580e-02
#> [1011]  5.274704e-04  2.893261e-02 -1.142748e-02 -1.671673e-02 -2.006055e-02
#> [1016] -5.588648e-02 -7.284331e-02  1.034711e-01 -2.747392e-03  9.374510e-03
#> [1021]  4.420566e-02  4.240211e-02  3.226247e-02 -6.118943e-03 -6.171869e-02
#> [1026]  4.055338e-02  1.418583e-02  2.240588e-02  2.468635e-02 -1.810188e-02
#> [1031]  5.093249e-03  8.083631e-03
#> 
#> 
#> $datam
#> $datam$X
#>                    x1
#>    [1,] -0.0172337015
#>    [2,] -0.0175337015
#>    [3,] -0.0179337015
#>    [4,] -0.0195337015
#>    [5,] -0.0193337015
#>    [6,] -0.0199337015
#>    [7,] -0.0192337015
#>    [8,] -0.0193337015
#>    [9,] -0.0197337015
#>   [10,] -0.0196337015
#>   [11,] -0.0201337015
#>   [12,] -0.0206337015
#>   [13,] -0.0210337015
#>   [14,] -0.0205337015
#>   [15,] -0.0208337015
#>   [16,] -0.0209337015
#>   [17,] -0.0207337015
#>   [18,] -0.0199337015
#>   [19,] -0.0200337015
#>   [20,] -0.0182337015
#>   [21,] -0.0185337015
#>   [22,] -0.0180337015
#>   [23,] -0.0190337015
#>   [24,] -0.0188337015
#>   [25,] -0.0186337015
#>   [26,] -0.0177337015
#>   [27,] -0.0163337015
#>   [28,] -0.0149337015
#>   [29,] -0.0168337015
#>   [30,] -0.0153337015
#>   [31,] -0.0159337015
#>   [32,] -0.0157337015
#>   [33,] -0.0151337015
#>   [34,] -0.0151337015
#>   [35,] -0.0179337015
#>   [36,] -0.0195337015
#>   [37,] -0.0186337015
#>   [38,] -0.0179337015
#>   [39,] -0.0187337015
#>   [40,] -0.0191337015
#>   [41,] -0.0188337015
#>   [42,] -0.0197337015
#>   [43,] -0.0198337015
#>   [44,] -0.0199337015
#>   [45,] -0.0198337015
#>   [46,] -0.0202337015
#>   [47,] -0.0202337015
#>   [48,] -0.0204337015
#>   [49,] -0.0196337015
#>   [50,] -0.0183337015
#>   [51,] -0.0188337015
#>   [52,] -0.0194337015
#>   [53,] -0.0199337015
#>   [54,] -0.0209337015
#>   [55,] -0.0207337015
#>   [56,] -0.0201337015
#>   [57,] -0.0200337015
#>   [58,] -0.0173337015
#>   [59,] -0.0141337015
#>   [60,] -0.0141337015
#>   [61,] -0.0119337015
#>   [62,] -0.0136337015
#>   [63,] -0.0159337015
#>   [64,] -0.0156337015
#>   [65,] -0.0190337015
#>   [66,] -0.0177337015
#>   [67,] -0.0179337015
#>   [68,] -0.0206337015
#>   [69,] -0.0205337015
#>   [70,] -0.0207337015
#>   [71,] -0.0204337015
#>   [72,] -0.0204337015
#>   [73,] -0.0211337015
#>   [74,] -0.0218337015
#>   [75,] -0.0201337015
#>   [76,] -0.0205337015
#>   [77,] -0.0201337015
#>   [78,] -0.0218337015
#>   [79,] -0.0220337015
#>   [80,] -0.0217337015
#>   [81,] -0.0218337015
#>   [82,] -0.0218337015
#>   [83,] -0.0211337015
#>   [84,] -0.0199337015
#>   [85,] -0.0190337015
#>   [86,] -0.0205337015
#>   [87,] -0.0209337015
#>   [88,] -0.0219337015
#>   [89,] -0.0226337015
#>   [90,] -0.0234337015
#>   [91,] -0.0237337015
#>   [92,] -0.0238337015
#>   [93,] -0.0227337015
#>   [94,] -0.0216337015
#>   [95,] -0.0226337015
#>   [96,] -0.0227337015
#>   [97,] -0.0233337015
#>   [98,] -0.0245337015
#>   [99,] -0.0251337015
#>  [100,] -0.0252337015
#>  [101,] -0.0257337015
#>  [102,] -0.0250337015
#>  [103,] -0.0256337015
#>  [104,] -0.0258337015
#>  [105,] -0.0245337015
#>  [106,] -0.0244337015
#>  [107,] -0.0247337015
#>  [108,] -0.0246337015
#>  [109,] -0.0250337015
#>  [110,] -0.0241337015
#>  [111,] -0.0245337015
#>  [112,] -0.0251337015
#>  [113,] -0.0252337015
#>  [114,] -0.0253337015
#>  [115,] -0.0253337015
#>  [116,] -0.0255337015
#>  [117,] -0.0262337015
#>  [118,] -0.0258337015
#>  [119,] -0.0257337015
#>  [120,] -0.0269337015
#>  [121,] -0.0271337015
#>  [122,] -0.0268337015
#>  [123,] -0.0273337015
#>  [124,] -0.0241337015
#>  [125,] -0.0242337015
#>  [126,] -0.0244337015
#>  [127,] -0.0241337015
#>  [128,] -0.0249337015
#>  [129,] -0.0240337015
#>  [130,] -0.0242337015
#>  [131,] -0.0243337015
#>  [132,] -0.0248337015
#>  [133,] -0.0253337015
#>  [134,] -0.0255337015
#>  [135,] -0.0258337015
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#>  [639,]  0.0659662985
#>  [640,]  0.0712662985
#>  [641,]  0.0549662985
#>  [642,]  0.0510662985
#>  [643,]  0.0479662985
#>  [644,]  0.0547662985
#>  [645,]  0.0613662985
#>  [646,]  0.0658662985
#>  [647,]  0.0704662985
#>  [648,]  0.0703662985
#>  [649,]  0.0672662985
#>  [650,]  0.0684662985
#>  [651,]  0.0756662985
#>  [652,]  0.0721662985
#>  [653,]  0.0805662985
#>  [654,]  0.0738662985
#>  [655,]  0.0777662985
#>  [656,]  0.0843662985
#>  [657,]  0.0918662985
#>  [658,]  0.0955662985
#>  [659,]  0.0857662985
#>  [660,]  0.0693662985
#>  [661,]  0.0807662985
#>  [662,]  0.0888662985
#>  [663,]  0.0875662985
#>  [664,]  0.0860662985
#>  [665,]  0.0821662985
#>  [666,]  0.0831662985
#>  [667,]  0.0885662985
#>  [668,]  0.0825662985
#>  [669,]  0.0727662985
#>  [670,]  0.0656662985
#>  [671,]  0.0585662985
#>  [672,]  0.0598662985
#>  [673,]  0.0568662985
#>  [674,]  0.0586662985
#>  [675,]  0.0533662985
#>  [676,]  0.0556662985
#>  [677,]  0.0524662985
#>  [678,]  0.0585662985
#>  [679,]  0.0592662985
#>  [680,]  0.0671662985
#>  [681,]  0.0683662985
#>  [682,]  0.0630662985
#>  [683,]  0.0661662985
#>  [684,]  0.0649662985
#>  [685,]  0.0670662985
#>  [686,]  0.0653662985
#>  [687,]  0.0690662985
#>  [688,]  0.0726662985
#>  [689,]  0.0757662985
#>  [690,]  0.0854662985
#>  [691,]  0.0847662985
#>  [692,]  0.0766662985
#>  [693,]  0.0743662985
#>  [694,]  0.0708662985
#>  [695,]  0.0646662985
#>  [696,]  0.0642662985
#>  [697,]  0.0643662985
#>  [698,]  0.0600662985
#>  [699,]  0.0682662985
#>  [700,]  0.0654662985
#>  [701,]  0.0635662985
#>  [702,]  0.0535662985
#>  [703,]  0.0528662985
#>  [704,]  0.0564662985
#>  [705,]  0.0541662985
#>  [706,]  0.0555662985
#>  [707,]  0.0524662985
#>  [708,]  0.0484662985
#>  [709,]  0.0429662985
#>  [710,]  0.0431662985
#>  [711,]  0.0314662985
#>  [712,]  0.0239662985
#>  [713,]  0.0255662985
#>  [714,]  0.0321662985
#>  [715,]  0.0263662985
#>  [716,]  0.0282662985
#>  [717,]  0.0236662985
#>  [718,]  0.0300662985
#>  [719,]  0.0276662985
#>  [720,]  0.0252662985
#>  [721,]  0.0262662985
#>  [722,]  0.0251662985
#>  [723,]  0.0236662985
#>  [724,]  0.0268662985
#>  [725,]  0.0332662985
#>  [726,]  0.0353662985
#>  [727,]  0.0350662985
#>  [728,]  0.0380662985
#>  [729,]  0.0409662985
#>  [730,]  0.0465662985
#>  [731,]  0.0399662985
#>  [732,]  0.0404662985
#>  [733,]  0.0393662985
#>  [734,]  0.0325662985
#>  [735,]  0.0327662985
#>  [736,]  0.0374662985
#>  [737,]  0.0402662985
#>  [738,]  0.0425662985
#>  [739,]  0.0390662985
#>  [740,]  0.0420662985
#>  [741,]  0.0423662985
#>  [742,]  0.0390662985
#>  [743,]  0.0362662985
#>  [744,]  0.0396662985
#>  [745,]  0.0391662985
#>  [746,]  0.0376662985
#>  [747,]  0.0408662985
#>  [748,]  0.0402662985
#>  [749,]  0.0391662985
#>  [750,]  0.0351662985
#>  [751,]  0.0294662985
#>  [752,]  0.0274662985
#>  [753,]  0.0314662985
#>  [754,]  0.0320662985
#>  [755,]  0.0283662985
#>  [756,]  0.0281662985
#>  [757,]  0.0289662985
#>  [758,]  0.0338662985
#>  [759,]  0.0349662985
#>  [760,]  0.0362662985
#>  [761,]  0.0397662985
#>  [762,]  0.0356662985
#>  [763,]  0.0337662985
#>  [764,]  0.0333662985
#>  [765,]  0.0393662985
#>  [766,]  0.0387662985
#>  [767,]  0.0371662985
#>  [768,]  0.0331662985
#>  [769,]  0.0317662985
#>  [770,]  0.0310662985
#>  [771,]  0.0314662985
#>  [772,]  0.0317662985
#>  [773,]  0.0310662985
#>  [774,]  0.0318662985
#>  [775,]  0.0333662985
#>  [776,]  0.0323662985
#>  [777,]  0.0291662985
#>  [778,]  0.0263662985
#>  [779,]  0.0264662985
#>  [780,]  0.0262662985
#>  [781,]  0.0203662985
#>  [782,]  0.0249662985
#>  [783,]  0.0250662985
#>  [784,]  0.0270662985
#>  [785,]  0.0276662985
#>  [786,]  0.0254662985
#>  [787,]  0.0238662985
#>  [788,]  0.0199662985
#>  [789,]  0.0198662985
#>  [790,]  0.0183662985
#>  [791,]  0.0214662985
#>  [792,]  0.0221662985
#>  [793,]  0.0199662985
#>  [794,]  0.0198662985
#>  [795,]  0.0171662985
#>  [796,]  0.0175662985
#>  [797,]  0.0174662985
#>  [798,]  0.0174662985
#>  [799,]  0.0141662985
#>  [800,]  0.0129662985
#>  [801,]  0.0096662985
#>  [802,]  0.0100662985
#>  [803,]  0.0096662985
#>  [804,]  0.0124662985
#>  [805,]  0.0127662985
#>  [806,]  0.0110662985
#>  [807,]  0.0155662985
#>  [808,]  0.0198662985
#>  [809,]  0.0218662985
#>  [810,]  0.0232662985
#>  [811,]  0.0247662985
#>  [812,]  0.0219662985
#>  [813,]  0.0234662985
#>  [814,]  0.0273662985
#>  [815,]  0.0282662985
#>  [816,]  0.0281662985
#>  [817,]  0.0272662985
#>  [818,]  0.0253662985
#>  [819,]  0.0231662985
#>  [820,]  0.0228662985
#>  [821,]  0.0218662985
#>  [822,]  0.0150662985
#>  [823,]  0.0143662985
#>  [824,]  0.0164662985
#>  [825,]  0.0147662985
#>  [826,]  0.0136662985
#>  [827,]  0.0114662985
#>  [828,]  0.0096662985
#>  [829,]  0.0076662985
#>  [830,]  0.0082662985
#>  [831,]  0.0132662985
#>  [832,]  0.0157662985
#>  [833,]  0.0179662985
#>  [834,]  0.0190662985
#>  [835,]  0.0176662985
#>  [836,]  0.0180662985
#>  [837,]  0.0199662985
#>  [838,]  0.0177662985
#>  [839,]  0.0144662985
#>  [840,]  0.0116662985
#>  [841,]  0.0146662985
#>  [842,]  0.0162662985
#>  [843,]  0.0167662985
#>  [844,]  0.0196662985
#>  [845,]  0.0178662985
#>  [846,]  0.0174662985
#>  [847,]  0.0161662985
#>  [848,]  0.0110662985
#>  [849,]  0.0145662985
#>  [850,]  0.0122662985
#>  [851,]  0.0096662985
#>  [852,]  0.0087662985
#>  [853,]  0.0075662985
#>  [854,]  0.0062662985
#>  [855,]  0.0072662985
#>  [856,]  0.0075662985
#>  [857,]  0.0077662985
#>  [858,]  0.0065662985
#>  [859,]  0.0049662985
#>  [860,]  0.0057662985
#>  [861,]  0.0020662985
#>  [862,] -0.0009337015
#>  [863,]  0.0013662985
#>  [864,]  0.0008662985
#>  [865,]  0.0015662985
#>  [866,]  0.0009662985
#>  [867,]  0.0060662985
#>  [868,]  0.0065662985
#>  [869,]  0.0067662985
#>  [870,]  0.0088662985
#>  [871,]  0.0100662985
#>  [872,]  0.0112662985
#>  [873,]  0.0122662985
#>  [874,]  0.0119662985
#>  [875,]  0.0124662985
#>  [876,]  0.0135662985
#>  [877,]  0.0155662985
#>  [878,]  0.0139662985
#>  [879,]  0.0119662985
#>  [880,]  0.0091662985
#>  [881,]  0.0103662985
#>  [882,]  0.0113662985
#>  [883,]  0.0095662985
#>  [884,]  0.0084662985
#>  [885,]  0.0067662985
#>  [886,]  0.0085662985
#>  [887,]  0.0073662985
#>  [888,]  0.0049662985
#>  [889,]  0.0031662985
#>  [890,]  0.0035662985
#>  [891,]  0.0022662985
#>  [892,]  0.0032662985
#>  [893,]  0.0066662985
#>  [894,]  0.0067662985
#>  [895,]  0.0063662985
#>  [896,]  0.0034662985
#>  [897,]  0.0019662985
#>  [898,]  0.0015662985
#>  [899,] -0.0020337015
#>  [900,]  0.0026662985
#>  [901,]  0.0048662985
#>  [902,]  0.0042662985
#>  [903,]  0.0036662985
#>  [904,]  0.0077662985
#>  [905,]  0.0048662985
#>  [906,]  0.0051662985
#>  [907,]  0.0039662985
#>  [908,]  0.0017662985
#>  [909,] -0.0016337015
#>  [910,] -0.0046337015
#>  [911,] -0.0018337015
#>  [912,] -0.0005337015
#>  [913,] -0.0042337015
#>  [914,] -0.0031337015
#>  [915,] -0.0054337015
#>  [916,] -0.0040337015
#>  [917,] -0.0045337015
#>  [918,] -0.0090337015
#>  [919,] -0.0074337015
#>  [920,]  0.0015662985
#>  [921,]  0.0005662985
#>  [922,] -0.0036337015
#>  [923,] -0.0008337015
#>  [924,] -0.0007337015
#>  [925,] -0.0015337015
#>  [926,] -0.0027337015
#>  [927,] -0.0043337015
#>  [928,] -0.0052337015
#>  [929,]  0.0004662985
#>  [930,]  0.0012662985
#>  [931,]  0.0005662985
#>  [932,] -0.0003337015
#>  [933,] -0.0033337015
#>  [934,] -0.0038337015
#>  [935,] -0.0048337015
#>  [936,] -0.0024337015
#>  [937,] -0.0042337015
#>  [938,] -0.0061337015
#>  [939,] -0.0047337015
#>  [940,] -0.0038337015
#>  [941,] -0.0065337015
#>  [942,] -0.0086337015
#>  [943,] -0.0097337015
#>  [944,] -0.0070337015
#>  [945,] -0.0094337015
#>  [946,] -0.0062337015
#>  [947,] -0.0042337015
#>  [948,] -0.0045337015
#>  [949,] -0.0065337015
#>  [950,] -0.0052337015
#>  [951,] -0.0069337015
#>  [952,] -0.0019337015
#>  [953,]  0.0005662985
#>  [954,]  0.0008662985
#>  [955,]  0.0004662985
#>  [956,] -0.0008337015
#>  [957,] -0.0030337015
#>  [958,] -0.0042337015
#>  [959,] -0.0045337015
#>  [960,] -0.0059337015
#>  [961,] -0.0035337015
#>  [962,] -0.0024337015
#>  [963,] -0.0049337015
#>  [964,] -0.0033337015
#>  [965,] -0.0037337015
#>  [966,] -0.0016337015
#>  [967,] -0.0005337015
#>  [968,] -0.0025337015
#>  [969,] -0.0039337015
#>  [970,] -0.0037337015
#>  [971,] -0.0046337015
#>  [972,] -0.0081337015
#>  [973,] -0.0076337015
#>  [974,] -0.0090337015
#>  [975,] -0.0088337015
#>  [976,] -0.0094337015
#>  [977,] -0.0068337015
#>  [978,] -0.0051337015
#>  [979,] -0.0066337015
#>  [980,] -0.0061337015
#>  [981,] -0.0077337015
#>  [982,] -0.0083337015
#>  [983,] -0.0048337015
#>  [984,] -0.0154337015
#>  [985,] -0.0223337015
#>  [986,] -0.0132337015
#>  [987,] -0.0125337015
#>  [988,] -0.0171337015
#>  [989,] -0.0116337015
#>  [990,] -0.0094337015
#>  [991,] -0.0097337015
#>  [992,] -0.0096337015
#>  [993,] -0.0111337015
#>  [994,] -0.0123337015
#>  [995,] -0.0106337015
#>  [996,] -0.0120337015
#>  [997,] -0.0068337015
#>  [998,] -0.0085748015
#>  [999,] -0.0085625015
#> [1000,] -0.0068560015
#> [1001,] -0.0088979015
#> [1002,] -0.0119527015
#> [1003,] -0.0150263015
#> [1004,] -0.0149761015
#> [1005,] -0.0199259015
#> [1006,] -0.0185707015
#> [1007,] -0.0159180015
#> [1008,] -0.0146081015
#> [1009,] -0.0112555015
#> [1010,] -0.0094337015
#> [1011,] -0.0100337015
#> [1012,] -0.0097337015
#> [1013,] -0.0110337015
#> [1014,] -0.0135337015
#> [1015,] -0.0122337015
#> [1016,] -0.0160337015
#> [1017,] -0.0212337015
#> [1018,] -0.0261337015
#> [1019,] -0.0238337015
#> [1020,] -0.0255337015
#> [1021,] -0.0278337015
#> [1022,] -0.0277337015
#> [1023,] -0.0257337015
#> [1024,] -0.0236337015
#> [1025,] -0.0265337015
#> [1026,] -0.0307337015
#> [1027,] -0.0301337015
#> [1028,] -0.0320337015
#> [1029,] -0.0308337015
#> [1030,] -0.0300337015
#> [1031,] -0.0290337015
#> [1032,] -0.0307337015
#> 
#> $datam$y
#>    [1] -9.916443e-03  3.733875e-02 -1.275476e-04  5.822715e-03  5.374444e-02
#>    [6] -2.806662e-02  7.384009e-02  2.574986e-02  4.468257e-02 -5.505422e-02
#>   [11]  6.080649e-02  1.182432e-02 -1.477158e-02 -1.969599e-02  9.327700e-02
#>   [16]  2.687494e-02  4.828066e-03 -4.291079e-02  2.511773e-03  5.975183e-02
#>   [21]  1.318828e-02  5.951109e-03  1.069529e-01 -2.008041e-03  4.457842e-02
#>   [26] -1.197643e-02 -6.766756e-03  1.064617e-02 -5.085221e-02  9.582730e-02
#>   [31]  3.983822e-02  8.286428e-02 -6.113970e-02 -2.123452e-01 -1.418079e-01
#>   [36]  1.963960e-02  5.004197e-02  1.780373e-02  6.262317e-02 -2.134636e-02
#>   [41] -1.823339e-02 -1.754454e-01  3.163564e-02  4.933833e-03 -1.376031e-01
#>   [46] -9.378486e-02 -2.675768e-02 -8.031563e-02  5.213925e-02  9.945486e-02
#>   [51] -7.794590e-02 -1.030629e-01 -1.536254e-01  1.314692e-01 -8.323521e-02
#>   [56]  2.524847e-03 -3.438044e-01  6.829271e-02 -1.137941e-01 -1.553119e-01
#>   [61] -2.621419e-02  4.494338e-02 -1.339979e-01 -2.391015e-01 -2.708118e-01
#>   [66] -5.429062e-04  3.270684e-01  3.340351e-01 -3.430399e-02 -1.593840e-01
#>   [71] -5.814160e-02  5.440843e-02  9.457645e-03 -2.025981e-01  3.460192e-02
#>   [76]  3.423933e-01  1.566850e-01  1.250493e-01 -9.316862e-02  1.127256e-01
#>   [81] -1.303540e-01 -9.914046e-02  9.881722e-02  2.287400e-02  1.036437e-01
#>   [86] -3.882332e-02  3.123095e-04 -3.106206e-02 -8.707005e-02  1.868898e-02
#>   [91] -1.326058e-01  5.251529e-02 -5.344279e-03 -3.806763e-02  7.827498e-02
#>   [96] -4.947153e-03 -4.823745e-02 -4.183754e-02 -3.764375e-02  8.698277e-02
#>  [101]  3.201513e-02  6.309727e-02  7.577672e-02  2.140024e-02  2.124578e-02
#>  [106]  6.486377e-02  4.604423e-02  3.436539e-02  6.438955e-02  1.819257e-02
#>  [111]  1.989536e-02 -8.586499e-02  4.672826e-02  2.730730e-02  6.603915e-02
#>  [116]  9.134270e-03  1.058969e-05  6.885208e-02  5.674684e-03 -8.712175e-03
#>  [121]  3.127455e-02  1.371622e-02 -7.962747e-03 -8.902970e-02 -1.072582e-02
#>  [126] -6.072536e-02  8.922516e-02 -5.745346e-02 -1.555840e-01 -1.138782e-01
#>  [131] -9.344082e-02 -5.150588e-02  7.851227e-03  5.911602e-02 -2.984140e-01
#>  [136]  1.284522e-01 -4.582702e-02  2.217714e-01  6.770280e-02 -3.095737e-02
#>  [141]  1.210038e-02  7.053383e-02 -3.104028e-02  3.943677e-02 -7.810546e-02
#>  [146]  3.362238e-02 -1.492292e-01 -1.167896e-02  6.225875e-02 -6.875676e-02
#>  [151]  1.006805e-01 -7.455167e-02  1.630186e-01 -2.216510e-02 -4.604482e-02
#>  [156]  2.301467e-02 -4.151953e-02  8.354129e-03  8.836225e-03 -9.261817e-03
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#>  [936]  2.675314e-02 -3.063656e-02  1.428980e-02 -2.420561e-02 -2.608896e-02
#>  [941]  2.447803e-02 -5.349183e-03  2.951974e-02 -1.658178e-02  4.057558e-04
#>  [946] -2.322099e-02  2.985962e-02 -7.988959e-03  1.814560e-02 -5.804884e-03
#>  [951]  4.440680e-03  3.532765e-03 -3.725353e-02 -7.069671e-03 -3.149906e-03
#>  [956]  1.506517e-02  1.731664e-02  2.329544e-02  9.425581e-03  4.856148e-03
#>  [961]  6.499019e-03 -2.829932e-02  1.953320e-03  3.424181e-02  2.512762e-02
#>  [966] -2.539849e-02 -4.022398e-02  6.295400e-03  2.860479e-02  9.275738e-03
#>  [971] -5.003608e-02 -1.353880e-02 -7.033243e-02 -3.890273e-02 -9.871741e-03
#>  [976]  4.173331e-02  7.127142e-03 -9.259191e-02 -1.358548e-02  8.786025e-03
#>  [981] -9.547487e-02 -1.883385e-01 -8.161320e-02  7.064469e-03 -9.095389e-02
#>  [986] -1.141599e-01  7.905389e-02  8.517509e-02  4.836531e-02 -2.378887e-03
#>  [991]  6.698786e-02  2.931482e-02  3.106890e-02 -2.322859e-02  5.375216e-02
#>  [996]  1.406256e-02 -4.114823e-02  2.522147e-02  5.443255e-02  1.097271e-02
#> [1001] -8.833643e-02 -5.984489e-02  6.327922e-02 -5.133266e-02  8.169485e-02
#> [1006]  3.317106e-02 -4.864169e-03  6.008408e-02  1.826113e-02  2.716496e-02
#> [1011] -4.173370e-03  2.423177e-02 -1.612832e-02 -2.141757e-02 -2.476139e-02
#> [1016] -6.058732e-02 -7.754415e-02  9.877027e-02 -7.448232e-03  4.673670e-03
#> [1021]  3.950482e-02  3.770127e-02  2.756162e-02 -1.081978e-02 -6.641953e-02
#> [1026]  3.585254e-02  9.484992e-03  1.770504e-02  1.998551e-02 -2.280272e-02
#> [1031]  3.924082e-04  3.382790e-03
#> 
#> 
#> $delta
#>            [,1]
#> [1,] -0.1081335
#> 
#> $vcov
#>             [,1]
#> [1,] 0.004156707
#> 
#> $ols
#> $ols$coefficients
#>    Intercept           x1 
#>  0.007972991 -0.062168349 
#> 
#> $ols$se
#>  Intercept         x1 
#> 0.00366664 0.06147545 
#> 
#> $ols$tstat
#> Intercept        x1 
#>  2.174468 -1.011271 
#> 
#> $ols$residuals
#>    [1] -0.0109878335  0.0362487054 -0.0012424562  0.0046083367  0.0525424965
#>    [6] -0.0293058632  0.0726443648  0.0245479172  0.0434557629 -0.0562748153
#>   [11]  0.0595548154  0.0105415560 -0.0160792075 -0.0209725343  0.0919818050
#>   [16]  0.0255735256  0.0035390855 -0.0441500364  0.0012663110  0.0586182670
#>   [21]  0.0120360661  0.0048299839  0.1057696444 -0.0031789016  0.0434199934
#>   [26] -0.0130789006 -0.0077821954  0.0097177687 -0.0518987317  0.0948740285
#>   [31]  0.0388476495  0.0818861449 -0.0620805421 -0.2132859978 -0.1429227666
#>   [36]  0.0184252204  0.0488835461  0.0166888169  0.0614585317 -0.0225358739
#>   [41] -0.0194042502 -0.1766722006  0.0304026097  0.0036945876 -0.1388361189
#>   [46] -0.0950427510 -0.0280155773 -0.0815859559  0.0509186539  0.0983150848
#>   [51] -0.0791167563 -0.1042710291 -0.1548646184  0.1301677586 -0.0845241913
#>   [56]  0.0012731681 -0.3450498782  0.0672151069 -0.1146728159 -0.1561905246
#>   [61] -0.0269560891  0.0440957990 -0.1349884351 -0.2400734487 -0.2719950493
#>   [66] -0.0016453811  0.3259534418  0.3327523203 -0.0355805313 -0.1606729619
#>   [71] -0.0594119259  0.0531381014  0.0081437977 -0.2039554680  0.0333502411
#>   [76]  0.3411167887  0.1554333432  0.1236919176 -0.0945384155  0.1113744843
#>   [81] -0.1317113977 -0.1004978267  0.0975033698  0.0216347508  0.1024604359
#>   [86] -0.0400998646 -0.0009891041 -0.0324256428 -0.0884771449  0.0172321493
#>   [91] -0.1340812814  0.0510335850 -0.0067575954 -0.0394125601  0.0768678777
#>   [96] -0.0063604693 -0.0496880725 -0.0433627606 -0.0392062713  0.0854140318
#>  [101]  0.0304153065  0.0615409631  0.0741831135  0.0197941993  0.0197205580
#>  [106]  0.0633447695  0.0445065751  0.0328339578  0.0628332437  0.0166922157
#>  [111]  0.0183701412 -0.0874275105  0.0451595180  0.0257323475  0.0644641916
#>  [116]  0.0075468822 -0.0016203162  0.0672460371  0.0040748624 -0.0103865984
#>  [121]  0.0295876945  0.0120480129 -0.0096620386 -0.0905300517 -0.0122323868
#>  [126] -0.0622443662  0.0877248082 -0.0590035423 -0.1570781241 -0.1153847715
#>  [131] -0.0949536026 -0.0530497454  0.0062762729  0.0575286342 -0.3000200343
#>  [136]  0.1268772599 -0.0474890150  0.2200969356  0.0660408088 -0.0326317911
#>  [141]  0.0104383882  0.0688718364 -0.0327333555  0.0377623437 -0.0798109700
#>  [146]  0.0318982188 -0.1509782309 -0.0134777174  0.0604102545 -0.0706798538
#>  [151]  0.0987822448 -0.0764996347  0.1611824979 -0.0237089737 -0.0477814164
#>  [156]  0.0212096969 -0.0433866797  0.0065056336  0.0069815130 -0.0111973474
#>  [161] -0.2696907661  0.0729661206  0.0260553650  0.0283781958  0.0077857681
#>  [166]  0.0340972365 -0.0360221559 -0.0040451751 -0.0535031505 -0.0112178175
#>  [171]  0.0025104806 -0.0706976348  0.0067198571  0.0504264252  0.0485084547
#>  [176] -0.0081083174 -0.0140536450 -0.0730806791 -0.0317216428 -0.0464958239
#>  [181]  0.0138958624 -0.0250433055 -0.0727171728 -0.0455570015  0.0618853122
#>  [186]  0.0164331143  0.0286954349  0.0083129380  0.0251919443  0.0584268532
#>  [191] -0.0102678002  0.0487705309  0.0628609416  0.0498435031  0.0504958655
#>  [196] -0.0031933956  0.0443928188  0.0149085543 -0.0608319207  0.0091196617
#>  [201]  0.0203933278 -0.0183076813 -0.0755865761  0.0609986630  0.0114711890
#>  [206] -0.0003245059  0.0140794194 -0.0191090587  0.0407700945  0.0459228378
#>  [211] -0.0264904412  0.0075787441 -0.0074142668 -0.0040227822  0.0104422436
#>  [216]  0.0369862432  0.0053817211  0.0602609016 -0.0497998749  0.0798037854
#>  [221]  0.0130294732 -0.0052659133 -0.0284328680  0.0506838995  0.0381475475
#>  [226]  0.0227110745  0.0369552755  0.0031434710  0.0616607754 -0.0746602168
#>  [231]  0.0395443383  0.0283422532  0.0222589484 -0.0431730610 -0.0348170248
#>  [236] -0.0778957022 -0.1151395387 -0.0118080076 -0.0095611854  0.0392830171
#>  [241]  0.0148045306 -0.0153008999 -0.0220819794 -0.0473323111 -0.0079330463
#>  [246]  0.0456390379  0.0318632811 -0.0305398795 -0.0172708813  0.0130529043
#>  [251] -0.0251264052  0.0230059097 -0.0457263262 -0.0483329550  0.0709866913
#>  [256]  0.0230449421  0.0733552772  0.0002658851 -0.0609887845  0.0080871685
#>  [261] -0.0347041575  0.0602466962 -0.1109207314  0.0278860252 -0.0047943719
#>  [266] -0.0396503531  0.0259059411 -0.0264041784 -0.0374018634 -0.0057938131
#>  [271]  0.0532444885  0.0140850060  0.0195112190  0.0217988962  0.0129982154
#>  [276]  0.0421732028  0.0119214895  0.0118866761  0.0005761986  0.0372960600
#>  [281]  0.0382339092 -0.0633645290  0.0092504058  0.0393349109  0.0501229193
#>  [286] -0.0026169138  0.0145168729  0.0462304182  0.0553769226  0.0067261080
#>  [291] -0.0253268942  0.0402995593 -0.0380930241 -0.0338726778  0.0609607306
#>  [296]  0.0412941621 -0.0049288437 -0.0211680634  0.0036472197  0.0333334824
#>  [301]  0.0098707038 -0.0331793751  0.0438748582 -0.0499674719  0.0254412710
#>  [306]  0.0389573045  0.0111698464 -0.0135477519 -0.0260874665 -0.0073549642
#>  [311]  0.0518222207  0.0296804013 -0.0142049889 -0.0154390641 -0.0303692105
#>  [316] -0.0334525952 -0.0005388794 -0.0221880241  0.0181152302 -0.0591998958
#>  [321] -0.0056032343  0.0420878940  0.0161106320 -0.0056827219  0.0445026420
#>  [326]  0.0056865580  0.0230267325  0.0401224549  0.0348035453 -0.0044076646
#>  [331]  0.0502274822 -0.0331542843  0.0722061459 -0.0251580829  0.0843564011
#>  [336]  0.0458213799  0.0106746856  0.0062242142 -0.0093767169  0.0318210999
#>  [341] -0.0010818349  0.0707676581  0.0487199156 -0.0080885954  0.0035389838
#>  [346] -0.0387856859  0.0761660063 -0.0083129987 -0.0439397008  0.0323990868
#>  [351]  0.0598822187 -0.0085997370 -0.0683934693  0.0298852915  0.0419612820
#>  [356] -0.0412878437 -0.0531372209 -0.0017254160 -0.0102642507  0.0272498853
#>  [361] -0.0495695531 -0.0337569174  0.0150053705  0.0368857059  0.0295183253
#>  [366] -0.0091365907  0.0011628589 -0.0584971247 -0.0681545230 -0.0480547817
#>  [371]  0.0146200833 -0.0468578731  0.0363654658 -0.0220141037  0.0253566427
#>  [376]  0.0258406508  0.0141033802  0.0208514003  0.0364476392  0.0111312302
#>  [381]  0.0424560031  0.0197008941  0.0202973246  0.0445471458 -0.0015023661
#>  [386] -0.0010137335 -0.0045423537  0.0315224867  0.0153833589 -0.0086058119
#>  [391]  0.0257085079 -0.0191602485 -0.0521747422  0.0037575147  0.0094861449
#>  [396]  0.0204064107 -0.0815456799  0.0047256234 -0.0212704610 -0.0244786344
#>  [401]  0.0248300551  0.0136909502 -0.0307080916  0.0235194812 -0.0678960849
#>  [406] -0.0088223182  0.0374455771  0.0401344066  0.0547714538  0.0249511176
#>  [411]  0.0213429052 -0.0029389857  0.0157422750 -0.0344496834  0.0257995327
#>  [416]  0.0171409054 -0.0262735062  0.0205382324  0.0367507157 -0.0028040888
#>  [421] -0.0456694548  0.0127319958 -0.0115019634 -0.0715197520 -0.0910938906
#>  [426] -0.0919019105  0.0554870969  0.0135955323 -0.0578750375  0.0004659597
#>  [431]  0.0950003650  0.0075479017  0.0412334749 -0.0324071136  0.0280111632
#>  [436]  0.0400185796  0.0116140446 -0.0266678964 -0.0097539665  0.0439964466
#>  [441] -0.0186558474  0.0259955347 -0.0127609760  0.0174028371  0.0187129691
#>  [446]  0.0085871236  0.0088108119 -0.0021098016  0.0084444296  0.0096771400
#>  [451]  0.0104694885 -0.0199239392  0.0216904150  0.0004139324 -0.0067295620
#>  [456] -0.0031638469  0.0256613136 -0.0047804554 -0.0208948930  0.0263734211
#>  [461] -0.0117460188 -0.0565941584  0.0058771475  0.0186551163  0.0243143590
#>  [466]  0.0198622947 -0.0124621265  0.0016619112 -0.0031299817 -0.0217815792
#>  [471] -0.0321856649  0.0129851288 -0.0593007772 -0.0233760323 -0.0209537032
#>  [476] -0.0833149596 -0.0152591799  0.0377473567  0.0016423363 -0.0090864981
#>  [481]  0.0669647797 -0.0016275561  0.0314384246  0.0337687731 -0.0561434761
#>  [486]  0.0111627721  0.0376405933 -0.0151830725  0.0249262883 -0.0362671879
#>  [491] -0.0019383627  0.0183368872 -0.0514265734 -0.0360672044  0.0009044168
#>  [496]  0.0719521281  0.0071956966  0.0005891991 -0.0268405925  0.0071076049
#>  [501]  0.0296235473 -0.0004371839  0.0431482150 -0.0506684281 -0.0167853195
#>  [506] -0.0524834547  0.0250355640  0.0133929324 -0.0055185631 -0.0649361685
#>  [511] -0.0698733624  0.0347845721 -0.0340884434  0.0361782754 -0.0393151454
#>  [516] -0.0268524290 -0.0885894544  0.0476152741 -0.0070478452 -0.1024003444
#>  [521] -0.0652790658 -0.0593125646  0.0636905702  0.0395160819  0.0251275048
#>  [526] -0.0179056177  0.0443819195  0.0486234123  0.0339416514  0.0053676487
#>  [531]  0.0311829664  0.0291990626 -0.0451939167 -0.0051017176 -0.0496223433
#>  [536]  0.0327110206 -0.0133396712 -0.0491124176 -0.0051334597  0.0764525935
#>  [541]  0.0113104738  0.0227550464  0.0003948017 -0.0018045221  0.0145435481
#>  [546] -0.0276937257 -0.0042126620  0.0310700894 -0.0109007562  0.0027378588
#>  [551]  0.0408319209  0.0052092050 -0.0253591080 -0.0426157167 -0.0094452175
#>  [556] -0.0496590709 -0.0229533478 -0.0140800124  0.0288490740 -0.0419532452
#>  [561]  0.0307059344 -0.0101751845 -0.1231033192  0.0077610220 -0.0178018563
#>  [566] -0.0078366415 -0.0312981308 -0.0480926685 -0.0370820542 -0.0226711097
#>  [571] -0.0892855826 -0.0948792097 -0.1351054807  0.1459259161 -0.0559926468
#>  [576] -0.0275708714  0.1073578674  0.0570544976  0.0160832118  0.0408265570
#>  [581]  0.0425853562  0.0380590886 -0.0751067644 -0.0237015255 -0.0408597889
#>  [586]  0.0548888211  0.0218094299 -0.0178599090  0.1059648284 -0.0128098392
#>  [591]  0.0250731207 -0.0168637416 -0.0152091081  0.0358272760 -0.0146822657
#>  [596] -0.0057195789  0.0167916979 -0.0277600772 -0.0082632364  0.0451118538
#>  [601] -0.0580382484 -0.0228274999 -0.0196198648 -0.0063588043 -0.0221346200
#>  [606]  0.0393278961 -0.0230337467 -0.0199005312 -0.0086754041 -0.0509441120
#>  [611]  0.0278549040 -0.0026584218 -0.0705861355 -0.0246460153  0.0183455414
#>  [616]  0.0771920078  0.0056344865 -0.0247206508  0.0472220150  0.0246239038
#>  [621] -0.0137912363 -0.1029851391  0.0173364376  0.0067952546  0.0318821697
#>  [626] -0.0392937363  0.0457114153 -0.0060600884 -0.0270545195  0.0291965775
#>  [631]  0.0019364970  0.0499473664 -0.0088213529 -0.0785315001  0.0401838760
#>  [636]  0.0066965978  0.0478372223 -0.0083901702 -0.1138660082  0.0286625431
#>  [641]  0.0418478154  0.0206381701  0.0583817555  0.0053739783  0.0190866006
#>  [646]  0.0085243180  0.0943221137 -0.0428160190 -0.0576833237  0.0081606290
#>  [651]  0.0253238565 -0.0317042313 -0.0045182021 -0.0218898626 -0.0113527658
#>  [656] -0.0689792371 -0.0636157903  0.0398672066  0.0323047244 -0.0368295821
#>  [661] -0.0241670645 -0.0611151093 -0.0172559557  0.0308485180 -0.0400694475
#>  [666] -0.0254599281 -0.0299386534  0.1109341574  0.0030569215  0.1006373634
#>  [671]  0.0372738384  0.0090133226  0.0269240494  0.0178251836  0.0267366861
#>  [676]  0.0648148809 -0.0139606984  0.0284413139 -0.0400509662  0.0076760764
#>  [681]  0.0058489754 -0.0214467956  0.0158045301 -0.0137010659 -0.0119090711
#>  [686] -0.0426530660  0.0091935875 -0.0013272140 -0.0626276732  0.0151320627
#>  [691] -0.0214830346  0.0982214086 -0.0088287695 -0.0055742763 -0.0186542897
#>  [696]  0.0173800117  0.0666633238  0.0066541346 -0.0079610673 -0.0114166991
#>  [701]  0.0534982990  0.0083526250 -0.0105157160 -0.0135671277 -0.0410790593
#>  [706]  0.0369468734  0.0620326129  0.0393294536 -0.0032339670  0.0658466195
#>  [711]  0.0457183551 -0.0220954915  0.0457010067  0.0078083224 -0.0674862087
#>  [716]  0.0639880480 -0.0947401295  0.0478335882  0.0172833809 -0.0354770719
#>  [721]  0.1191282160  0.0332777827  0.0181181160 -0.0167642781  0.0017648726
#>  [726]  0.0417157346  0.0414059305  0.0312978710 -0.0293590028 -0.2502098651
#>  [731] -0.0927321745  0.0644017900  0.0347746986  0.0388476347 -0.0387021765
#>  [736]  0.0033507147  0.0008696114  0.0393167070 -0.0121090146 -0.0407057642
#>  [741]  0.0339178134  0.0182484322 -0.0230115726  0.0097022931  0.0608402477
#>  [746] -0.0345768198  0.0135331937  0.0408938870  0.0307545092 -0.0151418500
#>  [751]  0.0765886425  0.0101199933 -0.0133184278 -0.0330616378  0.0109882855
#>  [756]  0.0130664671 -0.0792970543  0.0043503516  0.0172843510 -0.0338172016
#>  [761]  0.0842782967 -0.0156897247 -0.0134866017 -0.1041477232 -0.0586407484
#>  [766] -0.0120088893  0.0542150142  0.0190974806  0.0356909084  0.0611807508
#>  [771]  0.0163797485 -0.0053734619  0.0345672760 -0.0536772756  0.0382186673
#>  [776]  0.0162763125 -0.0243242162  0.0059659883 -0.0482501216  0.1011763244
#>  [781] -0.0253390414  0.0064725588 -0.0259994380  0.0218330796 -0.0012627229
#>  [786] -0.0212821716  0.0338463101 -0.0269614524  0.0052054613 -0.0011965665
#>  [791]  0.0274887163  0.0073635426  0.0011163061  0.0074726747  0.0149080343
#>  [796] -0.0308886854  0.0199163510 -0.0026186115 -0.0109787915  0.0303225881
#>  [801] -0.0142242971  0.0131585436 -0.0153060797  0.0060579112  0.0264284643
#>  [806] -0.0340297999 -0.0508662718  0.0063573506  0.0097740141 -0.0317722106
#>  [811]  0.0255850655  0.0335722349 -0.0311995801  0.0155248531 -0.0439813656
#>  [816]  0.0074958434  0.0180061957  0.0306072221  0.0208545512  0.0209283349
#>  [821]  0.0309983100  0.0153898167  0.0245034884 -0.0046947482  0.0329670780
#>  [826] -0.0116895147  0.0347089191  0.0089325458  0.0257686930  0.0016915174
#>  [831]  0.0016463375  0.0071741482  0.0172428922 -0.0035706244 -0.0532940213
#>  [836]  0.0138308671  0.0468622571  0.0186161872  0.0657220290 -0.0281724215
#>  [841]  0.0530147963 -0.0001503899 -0.0503701697  0.0507749603  0.0517088301
#>  [846]  0.0353436512  0.0695245105 -0.0647509758  0.0444148213 -0.0412031674
#>  [851]  0.0370471859  0.0085716094  0.0034014045  0.0609825375  0.0415799336
#>  [856]  0.0027985488 -0.0261665880  0.0317023362 -0.0186939492 -0.1629292353
#>  [861]  0.0526132537  0.0684706203  0.0523988112  0.0496451223  0.0336542791
#>  [866] -0.0407069546  0.0302216198  0.0288850428 -0.0312832700  0.0451086615
#>  [871] -0.0385621725 -0.0127864162 -0.0363446363  0.0544097201  0.0126405332
#>  [876]  0.0526254263 -0.0589357242 -0.0258805150  0.0853670773 -0.0409560116
#>  [881] -0.0314289283  0.0170735610 -0.0209071367  0.0526263985 -0.0626830083
#>  [886] -0.0133817458 -0.0908734001 -0.0038725673  0.0224420163 -0.1042895167
#>  [891] -0.0742230577  0.0667160339 -0.0004978346 -0.0320123543 -0.0165829674
#>  [896] -0.0729424289 -0.0912194457  0.0125681504  0.0692125346  0.0029170928
#>  [901] -0.0202301883 -0.0254829228  0.0309707910 -0.0686707418 -0.0136611968
#>  [906] -0.0798393416 -0.0827239731  0.0010282606 -0.1215836705  0.0785452269
#>  [911]  0.0512170901 -0.0663942416 -0.0328938258 -0.0212335975  0.0042420653
#>  [916]  0.0736334342  0.0459576547  0.0065808501  0.0118437641  0.0140542662
#>  [921] -0.0162520455  0.0483616636  0.0036983460  0.0450217598  0.0133523901
#>  [926]  0.0086964075 -0.0208697646 -0.0215159446  0.0081629767  0.0138307467
#>  [931] -0.0392098736 -0.0020295339  0.0046182503  0.0085487804  0.0332949771
#>  [936]  0.0266018362 -0.0308997602  0.0139084760 -0.0244998956 -0.0263272947
#>  [941]  0.0240718360 -0.0058859262  0.0289146093 -0.0170190551 -0.0001807219
#>  [946] -0.0236085267  0.0295964209 -0.0082708122  0.0177394117 -0.0061302547
#>  [951]  0.0040096228  0.0034125496 -0.0372183278 -0.0070158144 -0.0031209169
#>  [956]  0.0150133428  0.0171280379  0.0230322412  0.0091437282  0.0044872592
#>  [961]  0.0062793349 -0.0284506190  0.0016465998  0.0340345613  0.0248955059
#>  [966] -0.0255000529 -0.0402571551  0.0061378841  0.0283602339  0.0090436204
#>  [971] -0.0503241471 -0.0140444618 -0.0708070021 -0.0394643362 -0.0104209180
#>  [976]  0.0411468296  0.0067023020 -0.0929110660 -0.0139978882  0.0084047025
#>  [981] -0.0959556654 -0.1888565834 -0.0819137064  0.0061049813 -0.0923423368
#>  [986] -0.1149825732  0.0782746862  0.0841099206  0.0476420637 -0.0029653645
#>  [991]  0.0663827278  0.0287159098  0.0303767365 -0.0239953540  0.0530910800
#>  [996]  0.0133144496 -0.0415730650  0.0246883887  0.0539002353  0.0105464844
#> [1001] -0.0888896010 -0.0605879663  0.0623450593 -0.0522636963  0.0804560855
#> [1006]  0.0320165453 -0.0058537652  0.0591759185  0.0175613918  0.0265784839
#> [1011] -0.0047971486  0.0236266382 -0.0168142648 -0.0222589381 -0.0255219346
#> [1016] -0.0615841103 -0.0788642106  0.0971455849 -0.0089299337  0.0030862815
#> [1021]  0.0377744463  0.0359771072  0.0259618032 -0.0122890511 -0.0680690856
#> [1026]  0.0339418748  0.0076116293  0.0157135588  0.0180686323 -0.0246698630
#> [1031] -0.0014125691  0.0014721267
#> 
#> 
#> $initial
#> $initial$fitted
#>    [1]  5.864387e-03  5.884334e-03  5.910930e-03  6.017314e-03  6.004016e-03
#>    [6]  6.043910e-03  5.997367e-03  6.004016e-03  6.030612e-03  6.023963e-03
#>   [11]  6.057208e-03  6.090454e-03  6.117050e-03  6.083805e-03  6.103752e-03
#>   [16]  6.110401e-03  6.097103e-03  6.043910e-03  6.050559e-03  5.930877e-03
#>   [21]  5.950824e-03  5.917579e-03  5.984069e-03  5.970771e-03  5.957473e-03
#>   [26]  5.897632e-03  5.804545e-03  5.711459e-03  5.837791e-03  5.738055e-03
#>   [31]  5.777949e-03  5.764651e-03  5.724757e-03  5.724757e-03  5.910930e-03
#>   [36]  6.017314e-03  5.957473e-03  5.910930e-03  5.964122e-03  5.990718e-03
#>   [41]  5.970771e-03  6.030612e-03  6.037261e-03  6.043910e-03  6.037261e-03
#>   [46]  6.063857e-03  6.063857e-03  6.077156e-03  6.023963e-03  5.937526e-03
#>   [51]  5.970771e-03  6.010665e-03  6.043910e-03  6.110401e-03  6.097103e-03
#>   [56]  6.057208e-03  6.050559e-03  5.871036e-03  5.658267e-03  5.658267e-03
#>   [61]  5.511988e-03  5.625022e-03  5.777949e-03  5.758002e-03  5.984069e-03
#>   [66]  5.897632e-03  5.910930e-03  6.090454e-03  6.083805e-03  6.097103e-03
#>   [71]  6.077156e-03  6.077156e-03  6.123699e-03  6.170242e-03  6.057208e-03
#>   [76]  6.083805e-03  6.057208e-03  6.170242e-03  6.183540e-03  6.163593e-03
#>   [81]  6.170242e-03  6.170242e-03  6.123699e-03  6.043910e-03  5.984069e-03
#>   [86]  6.083805e-03  6.110401e-03  6.176891e-03  6.223434e-03  6.276626e-03
#>   [91]  6.296573e-03  6.303222e-03  6.230083e-03  6.156944e-03  6.223434e-03
#>   [96]  6.230083e-03  6.269977e-03  6.349766e-03  6.389660e-03  6.396309e-03
#>  [101]  6.429554e-03  6.383011e-03  6.422905e-03  6.436203e-03  6.349766e-03
#>  [106]  6.343117e-03  6.363064e-03  6.356415e-03  6.383011e-03  6.323169e-03
#>  [111]  6.349766e-03  6.389660e-03  6.396309e-03  6.402958e-03  6.402958e-03
#>  [116]  6.416256e-03  6.462799e-03  6.436203e-03  6.429554e-03  6.509342e-03
#>  [121]  6.522640e-03  6.502693e-03  6.535938e-03  6.323169e-03  6.329819e-03
#>  [126]  6.343117e-03  6.323169e-03  6.376362e-03  6.316520e-03  6.329819e-03
#>  [131]  6.336468e-03  6.369713e-03  6.402958e-03  6.416256e-03  6.436203e-03
#>  [136]  6.402958e-03  6.496044e-03  6.509342e-03  6.496044e-03  6.509342e-03
#>  [141]  6.496044e-03  6.496044e-03  6.529289e-03  6.509342e-03  6.542587e-03
#>  [146]  6.562534e-03  6.589131e-03  6.642323e-03  6.695515e-03  6.775303e-03
#>  [151]  6.748707e-03  6.801899e-03  6.682217e-03  6.369713e-03  6.575833e-03
#>  [156]  6.648972e-03  6.715462e-03  6.695515e-03  6.702164e-03  6.788601e-03
#>  [161]  6.755356e-03  6.582482e-03  6.708813e-03  6.728760e-03  6.735409e-03
#>  [166]  6.788601e-03  6.795250e-03  6.894986e-03  6.928231e-03  6.801899e-03
#>  [171]  6.801899e-03  6.848443e-03  6.914933e-03  6.921582e-03  6.948178e-03
#>  [176]  6.948178e-03  6.954827e-03  6.934880e-03  7.008019e-03  6.981423e-03
#>  [181]  6.861741e-03  6.575833e-03  6.575833e-03  6.595780e-03  6.582482e-03
#>  [186]  6.602429e-03  6.595780e-03  6.595780e-03  6.595780e-03  6.595780e-03
#>  [191]  6.595780e-03  6.575833e-03  6.582482e-03  6.589131e-03  6.582482e-03
#>  [196]  6.575833e-03  6.582482e-03  6.595780e-03  6.595780e-03  6.589131e-03
#>  [201]  6.589131e-03  6.582482e-03  6.575833e-03  6.569183e-03  6.569183e-03
#>  [206]  6.569183e-03  6.575833e-03  6.575833e-03  6.569183e-03  6.575833e-03
#>  [211]  6.569183e-03  6.575833e-03  6.575833e-03  6.575833e-03  6.575833e-03
#>  [216]  6.575833e-03  6.582482e-03  6.622376e-03  6.648972e-03  6.648972e-03
#>  [221]  6.702164e-03  6.715462e-03  6.775303e-03  6.728760e-03  6.735409e-03
#>  [226]  6.748707e-03  6.781952e-03  6.821847e-03  6.894986e-03  6.894986e-03
#>  [231]  6.901635e-03  6.901635e-03  6.841794e-03  6.828496e-03  6.848443e-03
#>  [236]  6.828496e-03  6.775303e-03  6.762005e-03  6.781952e-03  6.755356e-03
#>  [241]  6.808548e-03  6.795250e-03  6.795250e-03  6.801899e-03  6.775303e-03
#>  [246]  6.781952e-03  6.781952e-03  6.795250e-03  6.821847e-03  6.801899e-03
#>  [251]  6.775303e-03  6.695515e-03  6.602429e-03  6.602429e-03  6.615727e-03
#>  [256]  6.615727e-03  6.629025e-03  6.682217e-03  6.635674e-03  6.615727e-03
#>  [261]  6.609078e-03  6.609078e-03  6.602429e-03  6.629025e-03  6.642323e-03
#>  [266]  6.668919e-03  6.682217e-03  6.708813e-03  6.708813e-03  6.708813e-03
#>  [271]  6.775303e-03  6.781952e-03  6.821847e-03  6.808548e-03  6.808548e-03
#>  [276]  6.808548e-03  6.828496e-03  6.788601e-03  6.795250e-03  6.788601e-03
#>  [281]  6.795250e-03  6.801899e-03  6.781952e-03  6.795250e-03  6.795250e-03
#>  [286]  6.755356e-03  6.722111e-03  6.728760e-03  6.728760e-03  6.748707e-03
#>  [291]  6.702164e-03  6.615727e-03  6.569183e-03  6.529289e-03  6.496044e-03
#>  [296]  6.542587e-03  6.582482e-03  6.535938e-03  6.529289e-03  6.462799e-03
#>  [301]  6.429554e-03  6.436203e-03  6.429554e-03  6.469448e-03  6.529289e-03
#>  [306]  6.509342e-03  6.496044e-03  6.482746e-03  6.442852e-03  6.376362e-03
#>  [311]  6.429554e-03  6.409607e-03  6.363064e-03  6.363064e-03  6.309871e-03
#>  [316]  6.263328e-03  6.203487e-03  6.130348e-03  6.216785e-03  6.216785e-03
#>  [321]  6.203487e-03  6.329819e-03  6.349766e-03  6.316520e-03  6.396309e-03
#>  [326]  6.283275e-03  6.363064e-03  6.369713e-03  6.402958e-03  6.363064e-03
#>  [331]  6.409607e-03  6.449501e-03  6.429554e-03  6.416256e-03  6.416256e-03
#>  [336]  6.396309e-03  6.409607e-03  6.316520e-03  6.276626e-03  6.303222e-03
#>  [341]  6.289924e-03  6.309871e-03  6.269977e-03  6.223434e-03  6.216785e-03
#>  [346]  6.236732e-03  6.276626e-03  6.256679e-03  6.256679e-03  6.276626e-03
#>  [351]  6.269977e-03  6.203487e-03  6.150295e-03  6.230083e-03  6.230083e-03
#>  [356]  6.136997e-03  6.057208e-03  6.063857e-03  6.030612e-03  6.004016e-03
#>  [361]  5.924228e-03  6.037261e-03  6.037261e-03  6.017314e-03  5.924228e-03
#>  [366]  5.904281e-03  5.817843e-03  5.791247e-03  5.777949e-03  5.797896e-03
#>  [371]  5.764651e-03  5.957473e-03  6.070506e-03  6.023963e-03  6.057208e-03
#>  [376]  6.083805e-03  6.150295e-03  6.136997e-03  6.063857e-03  5.937526e-03
#>  [381]  5.751353e-03  5.691512e-03  5.731406e-03  5.771300e-03  5.678214e-03
#>  [386]  5.505339e-03  5.545233e-03  5.538584e-03  5.465445e-03  5.445498e-03
#>  [391]  5.432200e-03  5.445498e-03  5.405604e-03  5.365710e-03  5.418902e-03
#>  [396]  5.345763e-03  5.246027e-03  5.285921e-03  5.365710e-03  5.485392e-03
#>  [401]  5.385657e-03  5.445498e-03  5.511988e-03  5.678214e-03  5.625022e-03
#>  [406]  5.644969e-03  5.618373e-03  5.565180e-03  5.691512e-03  5.531935e-03
#>  [411]  5.611724e-03  5.578479e-03  5.618373e-03  5.578479e-03  5.531935e-03
#>  [416]  5.531935e-03  5.492041e-03  5.538584e-03  5.558531e-03  5.531935e-03
#>  [421]  5.458796e-03  5.432200e-03  5.465445e-03  5.571829e-03  5.598426e-03
#>  [426]  5.605075e-03  5.551882e-03  5.478743e-03  5.551882e-03  5.571829e-03
#>  [431]  5.591777e-03  5.585128e-03  5.591777e-03  5.571829e-03  5.558531e-03
#>  [436]  5.551882e-03  5.525286e-03  5.518637e-03  5.511988e-03  5.511988e-03
#>  [441]  5.505339e-03  5.492041e-03  5.458796e-03  5.465445e-03  5.445498e-03
#>  [446]  5.418902e-03  5.398955e-03  5.398955e-03  5.405604e-03  5.412253e-03
#>  [451]  5.432200e-03  5.418902e-03  5.405604e-03  5.418902e-03  5.418902e-03
#>  [456]  5.412253e-03  5.405604e-03  5.412253e-03  5.398955e-03  5.412253e-03
#>  [461]  5.412253e-03  5.405604e-03  5.405604e-03  5.398955e-03  5.372359e-03
#>  [466]  5.339114e-03  5.339114e-03  5.285921e-03  5.226080e-03  5.179537e-03
#>  [471]  5.046556e-03  5.159590e-03  5.113047e-03  5.073152e-03  5.046556e-03
#>  [476]  5.013311e-03  4.900278e-03  5.026609e-03  5.113047e-03  5.026609e-03
#>  [481]  5.192835e-03  5.239378e-03  5.126345e-03  5.192835e-03  5.046556e-03
#>  [486]  5.013311e-03  4.847086e-03  4.860384e-03  4.800542e-03  4.780595e-03
#>  [491]  4.567826e-03  4.448144e-03  4.521283e-03  4.654264e-03  4.614370e-03
#>  [496]  4.494687e-03  4.581124e-03  4.581124e-03  4.667562e-03  4.780595e-03
#>  [501]  4.760648e-03  4.687509e-03  4.607721e-03  4.454793e-03  4.242024e-03
#>  [506]  4.115693e-03  4.109044e-03  4.095746e-03  4.275269e-03  3.996010e-03
#>  [511]  4.075798e-03  4.089097e-03  4.029255e-03  3.716751e-03  3.876328e-03
#>  [516]  3.723400e-03  3.650261e-03  3.610367e-03  3.889626e-03  3.823135e-03
#>  [521]  3.570472e-03  3.277915e-03  3.503982e-03  3.650261e-03  3.603718e-03
#>  [526]  3.696804e-03  3.610367e-03  3.982712e-03  3.909573e-03  4.148938e-03
#>  [531]  4.035904e-03  4.275269e-03  4.102395e-03  4.069149e-03  3.956116e-03
#>  [536]  3.942818e-03  4.162236e-03  4.242024e-03  4.308514e-03  4.255322e-03
#>  [541]  4.248673e-03  4.188832e-03  4.215428e-03  4.142289e-03  4.128991e-03
#>  [546]  4.248673e-03  4.182183e-03  4.275269e-03  4.261971e-03  4.188832e-03
#>  [551]  4.288567e-03  4.381654e-03  4.235375e-03  3.663559e-03  3.643612e-03
#>  [556]  3.656910e-03  3.650261e-03  3.543876e-03  3.497333e-03  3.164882e-03
#>  [561]  3.377651e-03  3.543876e-03  3.636963e-03  3.484035e-03  3.390949e-03
#>  [566]  3.297862e-03  3.244670e-03  3.011954e-03  2.792536e-03  2.832430e-03
#>  [571]  2.819132e-03  2.745993e-03  2.533224e-03  2.652907e-03  2.932166e-03
#>  [576]  3.091742e-03  3.164882e-03  2.925517e-03  2.978709e-03  2.739344e-03
#>  [581]  2.553171e-03  2.659556e-03  2.812483e-03  2.706099e-03  2.606364e-03
#>  [586]  2.486681e-03  2.772589e-03  2.646258e-03  2.865676e-03  2.885623e-03
#>  [591]  2.885623e-03  2.952113e-03  2.918868e-03  2.759291e-03  2.852378e-03
#>  [596]  2.865676e-03  2.965411e-03  3.025252e-03  3.038550e-03  3.238021e-03
#>  [601]  3.424194e-03  3.138286e-03  3.065146e-03  3.085093e-03  3.091742e-03
#>  [606]  3.131637e-03  3.204776e-03  3.111690e-03  3.204776e-03  3.138286e-03
#>  [611]  3.025252e-03  3.051848e-03  2.878974e-03  2.792536e-03  2.752642e-03
#>  [616]  2.692801e-03  2.646258e-03  2.553171e-03  2.466734e-03  2.513277e-03
#>  [621]  2.613013e-03  2.499979e-03  2.307157e-03  2.386946e-03  2.247316e-03
#>  [626]  2.327104e-03  2.180826e-03  2.220720e-03  2.087739e-03  2.214071e-03
#>  [631]  2.386946e-03  2.267263e-03  2.187475e-03  2.054494e-03  1.343048e-03
#>  [636]  1.509274e-03  1.489327e-03  8.111263e-04  3.323964e-04 -2.000203e-05
#>  [641]  1.063789e-03  1.323101e-03  1.529221e-03  1.077087e-03  6.382516e-04
#>  [646]  3.390454e-04  3.319019e-05  3.983921e-05  2.459590e-04  1.661707e-04
#>  [651] -3.125592e-04 -7.984327e-05 -6.383615e-04 -1.928767e-04 -4.521888e-04
#>  [656] -8.910245e-04 -1.389702e-03 -1.635716e-03 -9.841109e-04  1.063295e-04
#>  [661] -6.516596e-04 -1.190231e-03 -1.103793e-03 -1.004058e-03 -7.447459e-04
#>  [666] -8.112362e-04 -1.170284e-03 -7.713420e-04 -1.197374e-04  3.523435e-04
#>  [671]  8.244244e-04  7.379870e-04  9.374578e-04  8.177753e-04  1.170174e-03
#>  [676]  1.017246e-03  1.230015e-03  8.244244e-04  7.778812e-04  2.526081e-04
#>  [681]  1.728197e-04  5.252182e-04  3.190983e-04  3.988867e-04  2.592571e-04
#>  [686]  3.722906e-04  1.262766e-04 -1.130884e-04 -3.192082e-04 -9.641638e-04
#>  [691] -9.176206e-04 -3.790495e-04 -2.261219e-04  6.594080e-06  4.188337e-04
#>  [696]  4.454298e-04  4.387808e-04  7.246890e-04  1.794688e-04  3.656415e-04
#>  [701]  4.919730e-04  1.156876e-03  1.203419e-03  9.640539e-04  1.116982e-03
#>  [706]  1.023895e-03  1.230015e-03  1.495976e-03  1.861673e-03  1.848374e-03
#>  [711]  2.626311e-03  3.124988e-03  3.018603e-03  2.579767e-03  2.965411e-03
#>  [716]  2.839079e-03  3.144935e-03  2.719397e-03  2.878974e-03  3.038550e-03
#>  [721]  2.972060e-03  3.045199e-03  3.144935e-03  2.932166e-03  2.506628e-03
#>  [726]  2.366999e-03  2.386946e-03  2.187475e-03  1.994653e-03  1.622308e-03
#>  [731]  2.061143e-03  2.027898e-03  2.101038e-03  2.553171e-03  2.539873e-03
#>  [736]  2.227369e-03  2.041196e-03  1.888269e-03  2.120985e-03  1.921514e-03
#>  [741]  1.901567e-03  2.120985e-03  2.307157e-03  2.081090e-03  2.114336e-03
#>  [746]  2.214071e-03  2.001302e-03  2.041196e-03  2.114336e-03  2.380297e-03
#>  [751]  2.759291e-03  2.892272e-03  2.626311e-03  2.586416e-03  2.832430e-03
#>  [756]  2.845729e-03  2.792536e-03  2.466734e-03  2.393595e-03  2.307157e-03
#>  [761]  2.074441e-03  2.347051e-03  2.473383e-03  2.499979e-03  2.101038e-03
#>  [766]  2.140932e-03  2.247316e-03  2.513277e-03  2.606364e-03  2.652907e-03
#>  [771]  2.626311e-03  2.606364e-03  2.652907e-03  2.599715e-03  2.499979e-03
#>  [776]  2.566469e-03  2.779238e-03  2.965411e-03  2.958762e-03  2.972060e-03
#>  [781]  3.364353e-03  3.058497e-03  3.051848e-03  2.918868e-03  2.878974e-03
#>  [786]  3.025252e-03  3.131637e-03  3.390949e-03  3.397598e-03  3.497333e-03
#>  [791]  3.291213e-03  3.244670e-03  3.390949e-03  3.397598e-03  3.577121e-03
#>  [796]  3.550525e-03  3.557174e-03  3.557174e-03  3.776592e-03  3.856381e-03
#>  [801]  4.075798e-03  4.049202e-03  4.075798e-03  3.889626e-03  3.869679e-03
#>  [806]  3.982712e-03  3.683506e-03  3.397598e-03  3.264617e-03  3.171531e-03
#>  [811]  3.071795e-03  3.257968e-03  3.158233e-03  2.898921e-03  2.839079e-03
#>  [816]  2.845729e-03  2.905570e-03  3.031901e-03  3.178180e-03  3.198127e-03
#>  [821]  3.264617e-03  3.716751e-03  3.763294e-03  3.623665e-03  3.736698e-03
#>  [826]  3.809837e-03  3.956116e-03  4.075798e-03  4.208779e-03  4.168885e-03
#>  [831]  3.836433e-03  3.670208e-03  3.523929e-03  3.450790e-03  3.543876e-03
#>  [836]  3.517280e-03  3.390949e-03  3.537227e-03  3.756645e-03  3.942818e-03
#>  [841]  3.743347e-03  3.636963e-03  3.603718e-03  3.410896e-03  3.530578e-03
#>  [846]  3.557174e-03  3.643612e-03  3.982712e-03  3.749996e-03  3.902924e-03
#>  [851]  4.075798e-03  4.135640e-03  4.215428e-03  4.301865e-03  4.235375e-03
#>  [856]  4.215428e-03  4.202130e-03  4.281918e-03  4.388303e-03  4.335110e-03
#>  [861]  4.581124e-03  4.780595e-03  4.627668e-03  4.660913e-03  4.614370e-03
#>  [866]  4.654264e-03  4.315163e-03  4.281918e-03  4.268620e-03  4.128991e-03
#>  [871]  4.049202e-03  3.969414e-03  3.902924e-03  3.922871e-03  3.889626e-03
#>  [876]  3.816486e-03  3.683506e-03  3.789890e-03  3.922871e-03  4.109044e-03
#>  [881]  4.029255e-03  3.962765e-03  4.082447e-03  4.155587e-03  4.268620e-03
#>  [886]  4.148938e-03  4.228726e-03  4.388303e-03  4.507985e-03  4.481389e-03
#>  [891]  4.567826e-03  4.501336e-03  4.275269e-03  4.268620e-03  4.295216e-03
#>  [896]  4.488038e-03  4.587774e-03  4.614370e-03  4.853735e-03  4.541230e-03
#>  [901]  4.394952e-03  4.434846e-03  4.474740e-03  4.202130e-03  4.394952e-03
#>  [906]  4.375005e-03  4.454793e-03  4.601072e-03  4.827138e-03  5.026609e-03
#>  [911]  4.840437e-03  4.753999e-03  5.000013e-03  4.926874e-03  5.079801e-03
#>  [916]  4.986715e-03  5.019960e-03  5.319166e-03  5.212782e-03  4.614370e-03
#>  [921]  4.680860e-03  4.960119e-03  4.773946e-03  4.767297e-03  4.820489e-03
#>  [926]  4.900278e-03  5.006662e-03  5.066503e-03  4.687509e-03  4.634317e-03
#>  [931]  4.680860e-03  4.740701e-03  4.940172e-03  4.973417e-03  5.039907e-03
#>  [936]  4.880331e-03  5.000013e-03  5.126345e-03  5.033258e-03  4.973417e-03
#>  [941]  5.152941e-03  5.292570e-03  5.365710e-03  5.186186e-03  5.345763e-03
#>  [946]  5.132994e-03  5.000013e-03  5.019960e-03  5.152941e-03  5.066503e-03
#>  [951]  5.179537e-03  4.847086e-03  4.680860e-03  4.660913e-03  4.687509e-03
#>  [956]  4.773946e-03  4.920225e-03  5.000013e-03  5.019960e-03  5.113047e-03
#>  [961]  4.953470e-03  4.880331e-03  5.046556e-03  4.940172e-03  4.966768e-03
#>  [966]  4.827138e-03  4.753999e-03  4.886980e-03  4.980066e-03  4.966768e-03
#>  [971]  5.026609e-03  5.259325e-03  5.226080e-03  5.319166e-03  5.305868e-03
#>  [976]  5.345763e-03  5.172888e-03  5.059854e-03  5.159590e-03  5.126345e-03
#>  [981]  5.232729e-03  5.272623e-03  5.039907e-03  5.744704e-03  6.203487e-03
#>  [986]  5.598426e-03  5.551882e-03  5.857738e-03  5.492041e-03  5.345763e-03
#>  [991]  5.365710e-03  5.359061e-03  5.458796e-03  5.538584e-03  5.425551e-03
#>  [996]  5.518637e-03  5.172888e-03  5.288654e-03  5.287836e-03  5.174371e-03
#> [1001]  5.310137e-03  5.513252e-03  5.717616e-03  5.714278e-03  6.043392e-03
#> [1006]  5.953284e-03  5.776905e-03  5.689810e-03  5.466895e-03  5.345763e-03
#> [1011]  5.385657e-03  5.365710e-03  5.452147e-03  5.618373e-03  5.531935e-03
#> [1016]  5.784598e-03  6.130348e-03  6.456150e-03  6.303222e-03  6.416256e-03
#> [1021]  6.569183e-03  6.562534e-03  6.429554e-03  6.289924e-03  6.482746e-03
#> [1026]  6.762005e-03  6.722111e-03  6.848443e-03  6.768654e-03  6.715462e-03
#> [1031]  6.648972e-03  6.762005e-03
#> 
#> $initial$intercept
#> [1] 0.008218142
#> 
#>