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, ...)vector of observations of length n, or a matrix with
n rows.
design matrix of dimension n * p.
is the horizon (default horizon = 1 corresponds to a short-horizon regression).
(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.
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.
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
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#> [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
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#> [891] -1.506868e-04 -2.171771e-04 -4.432440e-04 -4.498930e-04 -4.232969e-04
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#> [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
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#> [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
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#> [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
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#> [146] 3.177836e-02 -1.510998e-01 -1.360277e-02 6.028175e-02 -7.081355e-02
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#> [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
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#> [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
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#> [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
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#> [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
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#> [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
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#> [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
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#> [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
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#> [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
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#> [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
#> [194,] 0.0245000
#> [195,] 0.0246000
#> [196,] 0.0247000
#> [197,] 0.0246000
#> [198,] 0.0244000
#> [199,] 0.0244000
#> [200,] 0.0245000
#> [201,] 0.0245000
#> [202,] 0.0246000
#> [203,] 0.0247000
#> [204,] 0.0248000
#> [205,] 0.0248000
#> [206,] 0.0248000
#> [207,] 0.0247000
#> [208,] 0.0247000
#> [209,] 0.0248000
#> [210,] 0.0247000
#> [211,] 0.0248000
#> [212,] 0.0247000
#> [213,] 0.0247000
#> [214,] 0.0247000
#> [215,] 0.0247000
#> [216,] 0.0247000
#> [217,] 0.0246000
#> [218,] 0.0240000
#> [219,] 0.0236000
#> [220,] 0.0236000
#> [221,] 0.0228000
#> [222,] 0.0226000
#> [223,] 0.0217000
#> [224,] 0.0224000
#> [225,] 0.0223000
#> [226,] 0.0221000
#> [227,] 0.0216000
#> [228,] 0.0210000
#> [229,] 0.0199000
#> [230,] 0.0199000
#> [231,] 0.0198000
#> [232,] 0.0198000
#> [233,] 0.0207000
#> [234,] 0.0209000
#> [235,] 0.0206000
#> [236,] 0.0209000
#> [237,] 0.0217000
#> [238,] 0.0219000
#> [239,] 0.0216000
#> [240,] 0.0220000
#> [241,] 0.0212000
#> [242,] 0.0214000
#> [243,] 0.0214000
#> [244,] 0.0213000
#> [245,] 0.0217000
#> [246,] 0.0216000
#> [247,] 0.0216000
#> [248,] 0.0214000
#> [249,] 0.0210000
#> [250,] 0.0213000
#> [251,] 0.0217000
#> [252,] 0.0229000
#> [253,] 0.0243000
#> [254,] 0.0243000
#> [255,] 0.0241000
#> [256,] 0.0241000
#> [257,] 0.0239000
#> [258,] 0.0231000
#> [259,] 0.0238000
#> [260,] 0.0241000
#> [261,] 0.0242000
#> [262,] 0.0242000
#> [263,] 0.0243000
#> [264,] 0.0239000
#> [265,] 0.0237000
#> [266,] 0.0233000
#> [267,] 0.0231000
#> [268,] 0.0227000
#> [269,] 0.0227000
#> [270,] 0.0227000
#> [271,] 0.0217000
#> [272,] 0.0216000
#> [273,] 0.0210000
#> [274,] 0.0212000
#> [275,] 0.0212000
#> [276,] 0.0212000
#> [277,] 0.0209000
#> [278,] 0.0215000
#> [279,] 0.0214000
#> [280,] 0.0215000
#> [281,] 0.0214000
#> [282,] 0.0213000
#> [283,] 0.0216000
#> [284,] 0.0214000
#> [285,] 0.0214000
#> [286,] 0.0220000
#> [287,] 0.0225000
#> [288,] 0.0224000
#> [289,] 0.0224000
#> [290,] 0.0221000
#> [291,] 0.0228000
#> [292,] 0.0241000
#> [293,] 0.0248000
#> [294,] 0.0254000
#> [295,] 0.0259000
#> [296,] 0.0252000
#> [297,] 0.0246000
#> [298,] 0.0253000
#> [299,] 0.0254000
#> [300,] 0.0264000
#> [301,] 0.0269000
#> [302,] 0.0268000
#> [303,] 0.0269000
#> [304,] 0.0263000
#> [305,] 0.0254000
#> [306,] 0.0257000
#> [307,] 0.0259000
#> [308,] 0.0261000
#> [309,] 0.0267000
#> [310,] 0.0277000
#> [311,] 0.0269000
#> [312,] 0.0272000
#> [313,] 0.0279000
#> [314,] 0.0279000
#> [315,] 0.0287000
#> [316,] 0.0294000
#> [317,] 0.0303000
#> [318,] 0.0314000
#> [319,] 0.0301000
#> [320,] 0.0301000
#> [321,] 0.0303000
#> [322,] 0.0284000
#> [323,] 0.0281000
#> [324,] 0.0286000
#> [325,] 0.0274000
#> [326,] 0.0291000
#> [327,] 0.0279000
#> [328,] 0.0278000
#> [329,] 0.0273000
#> [330,] 0.0279000
#> [331,] 0.0272000
#> [332,] 0.0266000
#> [333,] 0.0269000
#> [334,] 0.0271000
#> [335,] 0.0271000
#> [336,] 0.0274000
#> [337,] 0.0272000
#> [338,] 0.0286000
#> [339,] 0.0292000
#> [340,] 0.0288000
#> [341,] 0.0290000
#> [342,] 0.0287000
#> [343,] 0.0293000
#> [344,] 0.0300000
#> [345,] 0.0301000
#> [346,] 0.0298000
#> [347,] 0.0292000
#> [348,] 0.0295000
#> [349,] 0.0295000
#> [350,] 0.0292000
#> [351,] 0.0293000
#> [352,] 0.0303000
#> [353,] 0.0311000
#> [354,] 0.0299000
#> [355,] 0.0299000
#> [356,] 0.0313000
#> [357,] 0.0325000
#> [358,] 0.0324000
#> [359,] 0.0329000
#> [360,] 0.0333000
#> [361,] 0.0345000
#> [362,] 0.0328000
#> [363,] 0.0328000
#> [364,] 0.0331000
#> [365,] 0.0345000
#> [366,] 0.0348000
#> [367,] 0.0361000
#> [368,] 0.0365000
#> [369,] 0.0367000
#> [370,] 0.0364000
#> [371,] 0.0369000
#> [372,] 0.0340000
#> [373,] 0.0323000
#> [374,] 0.0330000
#> [375,] 0.0325000
#> [376,] 0.0321000
#> [377,] 0.0311000
#> [378,] 0.0313000
#> [379,] 0.0324000
#> [380,] 0.0343000
#> [381,] 0.0371000
#> [382,] 0.0380000
#> [383,] 0.0374000
#> [384,] 0.0368000
#> [385,] 0.0382000
#> [386,] 0.0408000
#> [387,] 0.0402000
#> [388,] 0.0403000
#> [389,] 0.0414000
#> [390,] 0.0417000
#> [391,] 0.0419000
#> [392,] 0.0417000
#> [393,] 0.0423000
#> [394,] 0.0429000
#> [395,] 0.0421000
#> [396,] 0.0432000
#> [397,] 0.0447000
#> [398,] 0.0441000
#> [399,] 0.0429000
#> [400,] 0.0411000
#> [401,] 0.0426000
#> [402,] 0.0417000
#> [403,] 0.0407000
#> [404,] 0.0382000
#> [405,] 0.0390000
#> [406,] 0.0387000
#> [407,] 0.0391000
#> [408,] 0.0399000
#> [409,] 0.0380000
#> [410,] 0.0404000
#> [411,] 0.0392000
#> [412,] 0.0397000
#> [413,] 0.0391000
#> [414,] 0.0397000
#> [415,] 0.0404000
#> [416,] 0.0404000
#> [417,] 0.0410000
#> [418,] 0.0403000
#> [419,] 0.0400000
#> [420,] 0.0404000
#> [421,] 0.0415000
#> [422,] 0.0419000
#> [423,] 0.0414000
#> [424,] 0.0398000
#> [425,] 0.0394000
#> [426,] 0.0393000
#> [427,] 0.0401000
#> [428,] 0.0412000
#> [429,] 0.0401000
#> [430,] 0.0398000
#> [431,] 0.0395000
#> [432,] 0.0396000
#> [433,] 0.0395000
#> [434,] 0.0398000
#> [435,] 0.0400000
#> [436,] 0.0401000
#> [437,] 0.0405000
#> [438,] 0.0406000
#> [439,] 0.0407000
#> [440,] 0.0407000
#> [441,] 0.0408000
#> [442,] 0.0410000
#> [443,] 0.0415000
#> [444,] 0.0414000
#> [445,] 0.0417000
#> [446,] 0.0421000
#> [447,] 0.0424000
#> [448,] 0.0424000
#> [449,] 0.0423000
#> [450,] 0.0422000
#> [451,] 0.0419000
#> [452,] 0.0421000
#> [453,] 0.0423000
#> [454,] 0.0421000
#> [455,] 0.0421000
#> [456,] 0.0422000
#> [457,] 0.0423000
#> [458,] 0.0422000
#> [459,] 0.0424000
#> [460,] 0.0422000
#> [461,] 0.0422000
#> [462,] 0.0423000
#> [463,] 0.0423000
#> [464,] 0.0424000
#> [465,] 0.0428000
#> [466,] 0.0433000
#> [467,] 0.0433000
#> [468,] 0.0441000
#> [469,] 0.0450000
#> [470,] 0.0457000
#> [471,] 0.0477000
#> [472,] 0.0460000
#> [473,] 0.0467000
#> [474,] 0.0473000
#> [475,] 0.0477000
#> [476,] 0.0482000
#> [477,] 0.0499000
#> [478,] 0.0480000
#> [479,] 0.0467000
#> [480,] 0.0480000
#> [481,] 0.0455000
#> [482,] 0.0448000
#> [483,] 0.0465000
#> [484,] 0.0455000
#> [485,] 0.0477000
#> [486,] 0.0482000
#> [487,] 0.0507000
#> [488,] 0.0505000
#> [489,] 0.0514000
#> [490,] 0.0517000
#> [491,] 0.0549000
#> [492,] 0.0567000
#> [493,] 0.0556000
#> [494,] 0.0536000
#> [495,] 0.0542000
#> [496,] 0.0560000
#> [497,] 0.0547000
#> [498,] 0.0547000
#> [499,] 0.0534000
#> [500,] 0.0517000
#> [501,] 0.0520000
#> [502,] 0.0531000
#> [503,] 0.0543000
#> [504,] 0.0566000
#> [505,] 0.0598000
#> [506,] 0.0617000
#> [507,] 0.0618000
#> [508,] 0.0620000
#> [509,] 0.0593000
#> [510,] 0.0635000
#> [511,] 0.0623000
#> [512,] 0.0621000
#> [513,] 0.0630000
#> [514,] 0.0677000
#> [515,] 0.0653000
#> [516,] 0.0676000
#> [517,] 0.0687000
#> [518,] 0.0693000
#> [519,] 0.0651000
#> [520,] 0.0661000
#> [521,] 0.0699000
#> [522,] 0.0743000
#> [523,] 0.0709000
#> [524,] 0.0687000
#> [525,] 0.0694000
#> [526,] 0.0680000
#> [527,] 0.0693000
#> [528,] 0.0637000
#> [529,] 0.0648000
#> [530,] 0.0612000
#> [531,] 0.0629000
#> [532,] 0.0593000
#> [533,] 0.0619000
#> [534,] 0.0624000
#> [535,] 0.0641000
#> [536,] 0.0643000
#> [537,] 0.0610000
#> [538,] 0.0598000
#> [539,] 0.0588000
#> [540,] 0.0596000
#> [541,] 0.0597000
#> [542,] 0.0606000
#> [543,] 0.0602000
#> [544,] 0.0613000
#> [545,] 0.0615000
#> [546,] 0.0597000
#> [547,] 0.0607000
#> [548,] 0.0593000
#> [549,] 0.0595000
#> [550,] 0.0606000
#> [551,] 0.0591000
#> [552,] 0.0577000
#> [553,] 0.0599000
#> [554,] 0.0685000
#> [555,] 0.0688000
#> [556,] 0.0686000
#> [557,] 0.0687000
#> [558,] 0.0703000
#> [559,] 0.0710000
#> [560,] 0.0760000
#> [561,] 0.0728000
#> [562,] 0.0703000
#> [563,] 0.0689000
#> [564,] 0.0712000
#> [565,] 0.0726000
#> [566,] 0.0740000
#> [567,] 0.0748000
#> [568,] 0.0783000
#> [569,] 0.0816000
#> [570,] 0.0810000
#> [571,] 0.0812000
#> [572,] 0.0823000
#> [573,] 0.0855000
#> [574,] 0.0837000
#> [575,] 0.0795000
#> [576,] 0.0771000
#> [577,] 0.0760000
#> [578,] 0.0796000
#> [579,] 0.0788000
#> [580,] 0.0824000
#> [581,] 0.0852000
#> [582,] 0.0836000
#> [583,] 0.0813000
#> [584,] 0.0829000
#> [585,] 0.0844000
#> [586,] 0.0862000
#> [587,] 0.0819000
#> [588,] 0.0838000
#> [589,] 0.0805000
#> [590,] 0.0802000
#> [591,] 0.0802000
#> [592,] 0.0792000
#> [593,] 0.0797000
#> [594,] 0.0821000
#> [595,] 0.0807000
#> [596,] 0.0805000
#> [597,] 0.0790000
#> [598,] 0.0781000
#> [599,] 0.0779000
#> [600,] 0.0749000
#> [601,] 0.0721000
#> [602,] 0.0764000
#> [603,] 0.0775000
#> [604,] 0.0772000
#> [605,] 0.0771000
#> [606,] 0.0765000
#> [607,] 0.0754000
#> [608,] 0.0768000
#> [609,] 0.0754000
#> [610,] 0.0764000
#> [611,] 0.0781000
#> [612,] 0.0777000
#> [613,] 0.0803000
#> [614,] 0.0816000
#> [615,] 0.0822000
#> [616,] 0.0831000
#> [617,] 0.0838000
#> [618,] 0.0852000
#> [619,] 0.0865000
#> [620,] 0.0858000
#> [621,] 0.0843000
#> [622,] 0.0860000
#> [623,] 0.0889000
#> [624,] 0.0877000
#> [625,] 0.0898000
#> [626,] 0.0886000
#> [627,] 0.0908000
#> [628,] 0.0902000
#> [629,] 0.0922000
#> [630,] 0.0903000
#> [631,] 0.0877000
#> [632,] 0.0895000
#> [633,] 0.0907000
#> [634,] 0.0927000
#> [635,] 0.1034000
#> [636,] 0.1009000
#> [637,] 0.1012000
#> [638,] 0.1114000
#> [639,] 0.1186000
#> [640,] 0.1239000
#> [641,] 0.1076000
#> [642,] 0.1037000
#> [643,] 0.1006000
#> [644,] 0.1074000
#> [645,] 0.1140000
#> [646,] 0.1185000
#> [647,] 0.1231000
#> [648,] 0.1230000
#> [649,] 0.1199000
#> [650,] 0.1211000
#> [651,] 0.1283000
#> [652,] 0.1248000
#> [653,] 0.1332000
#> [654,] 0.1265000
#> [655,] 0.1304000
#> [656,] 0.1370000
#> [657,] 0.1445000
#> [658,] 0.1482000
#> [659,] 0.1384000
#> [660,] 0.1220000
#> [661,] 0.1334000
#> [662,] 0.1415000
#> [663,] 0.1402000
#> [664,] 0.1387000
#> [665,] 0.1348000
#> [666,] 0.1358000
#> [667,] 0.1412000
#> [668,] 0.1352000
#> [669,] 0.1254000
#> [670,] 0.1183000
#> [671,] 0.1112000
#> [672,] 0.1125000
#> [673,] 0.1095000
#> [674,] 0.1113000
#> [675,] 0.1060000
#> [676,] 0.1083000
#> [677,] 0.1051000
#> [678,] 0.1112000
#> [679,] 0.1119000
#> [680,] 0.1198000
#> [681,] 0.1210000
#> [682,] 0.1157000
#> [683,] 0.1188000
#> [684,] 0.1176000
#> [685,] 0.1197000
#> [686,] 0.1180000
#> [687,] 0.1217000
#> [688,] 0.1253000
#> [689,] 0.1284000
#> [690,] 0.1381000
#> [691,] 0.1374000
#> [692,] 0.1293000
#> [693,] 0.1270000
#> [694,] 0.1235000
#> [695,] 0.1173000
#> [696,] 0.1169000
#> [697,] 0.1170000
#> [698,] 0.1127000
#> [699,] 0.1209000
#> [700,] 0.1181000
#> [701,] 0.1162000
#> [702,] 0.1062000
#> [703,] 0.1055000
#> [704,] 0.1091000
#> [705,] 0.1068000
#> [706,] 0.1082000
#> [707,] 0.1051000
#> [708,] 0.1011000
#> [709,] 0.0956000
#> [710,] 0.0958000
#> [711,] 0.0841000
#> [712,] 0.0766000
#> [713,] 0.0782000
#> [714,] 0.0848000
#> [715,] 0.0790000
#> [716,] 0.0809000
#> [717,] 0.0763000
#> [718,] 0.0827000
#> [719,] 0.0803000
#> [720,] 0.0779000
#> [721,] 0.0789000
#> [722,] 0.0778000
#> [723,] 0.0763000
#> [724,] 0.0795000
#> [725,] 0.0859000
#> [726,] 0.0880000
#> [727,] 0.0877000
#> [728,] 0.0907000
#> [729,] 0.0936000
#> [730,] 0.0992000
#> [731,] 0.0926000
#> [732,] 0.0931000
#> [733,] 0.0920000
#> [734,] 0.0852000
#> [735,] 0.0854000
#> [736,] 0.0901000
#> [737,] 0.0929000
#> [738,] 0.0952000
#> [739,] 0.0917000
#> [740,] 0.0947000
#> [741,] 0.0950000
#> [742,] 0.0917000
#> [743,] 0.0889000
#> [744,] 0.0923000
#> [745,] 0.0918000
#> [746,] 0.0903000
#> [747,] 0.0935000
#> [748,] 0.0929000
#> [749,] 0.0918000
#> [750,] 0.0878000
#> [751,] 0.0821000
#> [752,] 0.0801000
#> [753,] 0.0841000
#> [754,] 0.0847000
#> [755,] 0.0810000
#> [756,] 0.0808000
#> [757,] 0.0816000
#> [758,] 0.0865000
#> [759,] 0.0876000
#> [760,] 0.0889000
#> [761,] 0.0924000
#> [762,] 0.0883000
#> [763,] 0.0864000
#> [764,] 0.0860000
#> [765,] 0.0920000
#> [766,] 0.0914000
#> [767,] 0.0898000
#> [768,] 0.0858000
#> [769,] 0.0844000
#> [770,] 0.0837000
#> [771,] 0.0841000
#> [772,] 0.0844000
#> [773,] 0.0837000
#> [774,] 0.0845000
#> [775,] 0.0860000
#> [776,] 0.0850000
#> [777,] 0.0818000
#> [778,] 0.0790000
#> [779,] 0.0791000
#> [780,] 0.0789000
#> [781,] 0.0730000
#> [782,] 0.0776000
#> [783,] 0.0777000
#> [784,] 0.0797000
#> [785,] 0.0803000
#> [786,] 0.0781000
#> [787,] 0.0765000
#> [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
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#> [870,] 0.0615000
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#> [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
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#> [886,] 0.0612000
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#> [890,] 0.0562000
#> [891,] 0.0549000
#> [892,] 0.0559000
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#> [896,] 0.0561000
#> [897,] 0.0546000
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#> [899,] 0.0506000
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#> [902,] 0.0569000
#> [903,] 0.0563000
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#> [908,] 0.0544000
#> [909,] 0.0510000
#> [910,] 0.0480000
#> [911,] 0.0508000
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#> [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
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#> [952,] 0.0507000
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#> [954,] 0.0535000
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#> [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
#> [136,] -0.0253337015
#> [137,] -0.0267337015
#> [138,] -0.0269337015
#> [139,] -0.0267337015
#> [140,] -0.0269337015
#> [141,] -0.0267337015
#> [142,] -0.0267337015
#> [143,] -0.0272337015
#> [144,] -0.0269337015
#> [145,] -0.0274337015
#> [146,] -0.0277337015
#> [147,] -0.0281337015
#> [148,] -0.0289337015
#> [149,] -0.0297337015
#> [150,] -0.0309337015
#> [151,] -0.0305337015
#> [152,] -0.0313337015
#> [153,] -0.0295337015
#> [154,] -0.0248337015
#> [155,] -0.0279337015
#> [156,] -0.0290337015
#> [157,] -0.0300337015
#> [158,] -0.0297337015
#> [159,] -0.0298337015
#> [160,] -0.0311337015
#> [161,] -0.0306337015
#> [162,] -0.0280337015
#> [163,] -0.0299337015
#> [164,] -0.0302337015
#> [165,] -0.0303337015
#> [166,] -0.0311337015
#> [167,] -0.0312337015
#> [168,] -0.0327337015
#> [169,] -0.0332337015
#> [170,] -0.0313337015
#> [171,] -0.0313337015
#> [172,] -0.0320337015
#> [173,] -0.0330337015
#> [174,] -0.0331337015
#> [175,] -0.0335337015
#> [176,] -0.0335337015
#> [177,] -0.0336337015
#> [178,] -0.0333337015
#> [179,] -0.0344337015
#> [180,] -0.0340337015
#> [181,] -0.0322337015
#> [182,] -0.0279337015
#> [183,] -0.0279337015
#> [184,] -0.0282337015
#> [185,] -0.0280337015
#> [186,] -0.0283337015
#> [187,] -0.0282337015
#> [188,] -0.0282337015
#> [189,] -0.0282337015
#> [190,] -0.0282337015
#> [191,] -0.0282337015
#> [192,] -0.0279337015
#> [193,] -0.0280337015
#> [194,] -0.0281337015
#> [195,] -0.0280337015
#> [196,] -0.0279337015
#> [197,] -0.0280337015
#> [198,] -0.0282337015
#> [199,] -0.0282337015
#> [200,] -0.0281337015
#> [201,] -0.0281337015
#> [202,] -0.0280337015
#> [203,] -0.0279337015
#> [204,] -0.0278337015
#> [205,] -0.0278337015
#> [206,] -0.0278337015
#> [207,] -0.0279337015
#> [208,] -0.0279337015
#> [209,] -0.0278337015
#> [210,] -0.0279337015
#> [211,] -0.0278337015
#> [212,] -0.0279337015
#> [213,] -0.0279337015
#> [214,] -0.0279337015
#> [215,] -0.0279337015
#> [216,] -0.0279337015
#> [217,] -0.0280337015
#> [218,] -0.0286337015
#> [219,] -0.0290337015
#> [220,] -0.0290337015
#> [221,] -0.0298337015
#> [222,] -0.0300337015
#> [223,] -0.0309337015
#> [224,] -0.0302337015
#> [225,] -0.0303337015
#> [226,] -0.0305337015
#> [227,] -0.0310337015
#> [228,] -0.0316337015
#> [229,] -0.0327337015
#> [230,] -0.0327337015
#> [231,] -0.0328337015
#> [232,] -0.0328337015
#> [233,] -0.0319337015
#> [234,] -0.0317337015
#> [235,] -0.0320337015
#> [236,] -0.0317337015
#> [237,] -0.0309337015
#> [238,] -0.0307337015
#> [239,] -0.0310337015
#> [240,] -0.0306337015
#> [241,] -0.0314337015
#> [242,] -0.0312337015
#> [243,] -0.0312337015
#> [244,] -0.0313337015
#> [245,] -0.0309337015
#> [246,] -0.0310337015
#> [247,] -0.0310337015
#> [248,] -0.0312337015
#> [249,] -0.0316337015
#> [250,] -0.0313337015
#> [251,] -0.0309337015
#> [252,] -0.0297337015
#> [253,] -0.0283337015
#> [254,] -0.0283337015
#> [255,] -0.0285337015
#> [256,] -0.0285337015
#> [257,] -0.0287337015
#> [258,] -0.0295337015
#> [259,] -0.0288337015
#> [260,] -0.0285337015
#> [261,] -0.0284337015
#> [262,] -0.0284337015
#> [263,] -0.0283337015
#> [264,] -0.0287337015
#> [265,] -0.0289337015
#> [266,] -0.0293337015
#> [267,] -0.0295337015
#> [268,] -0.0299337015
#> [269,] -0.0299337015
#> [270,] -0.0299337015
#> [271,] -0.0309337015
#> [272,] -0.0310337015
#> [273,] -0.0316337015
#> [274,] -0.0314337015
#> [275,] -0.0314337015
#> [276,] -0.0314337015
#> [277,] -0.0317337015
#> [278,] -0.0311337015
#> [279,] -0.0312337015
#> [280,] -0.0311337015
#> [281,] -0.0312337015
#> [282,] -0.0313337015
#> [283,] -0.0310337015
#> [284,] -0.0312337015
#> [285,] -0.0312337015
#> [286,] -0.0306337015
#> [287,] -0.0301337015
#> [288,] -0.0302337015
#> [289,] -0.0302337015
#> [290,] -0.0305337015
#> [291,] -0.0298337015
#> [292,] -0.0285337015
#> [293,] -0.0278337015
#> [294,] -0.0272337015
#> [295,] -0.0267337015
#> [296,] -0.0274337015
#> [297,] -0.0280337015
#> [298,] -0.0273337015
#> [299,] -0.0272337015
#> [300,] -0.0262337015
#> [301,] -0.0257337015
#> [302,] -0.0258337015
#> [303,] -0.0257337015
#> [304,] -0.0263337015
#> [305,] -0.0272337015
#> [306,] -0.0269337015
#> [307,] -0.0267337015
#> [308,] -0.0265337015
#> [309,] -0.0259337015
#> [310,] -0.0249337015
#> [311,] -0.0257337015
#> [312,] -0.0254337015
#> [313,] -0.0247337015
#> [314,] -0.0247337015
#> [315,] -0.0239337015
#> [316,] -0.0232337015
#> [317,] -0.0223337015
#> [318,] -0.0212337015
#> [319,] -0.0225337015
#> [320,] -0.0225337015
#> [321,] -0.0223337015
#> [322,] -0.0242337015
#> [323,] -0.0245337015
#> [324,] -0.0240337015
#> [325,] -0.0252337015
#> [326,] -0.0235337015
#> [327,] -0.0247337015
#> [328,] -0.0248337015
#> [329,] -0.0253337015
#> [330,] -0.0247337015
#> [331,] -0.0254337015
#> [332,] -0.0260337015
#> [333,] -0.0257337015
#> [334,] -0.0255337015
#> [335,] -0.0255337015
#> [336,] -0.0252337015
#> [337,] -0.0254337015
#> [338,] -0.0240337015
#> [339,] -0.0234337015
#> [340,] -0.0238337015
#> [341,] -0.0236337015
#> [342,] -0.0239337015
#> [343,] -0.0233337015
#> [344,] -0.0226337015
#> [345,] -0.0225337015
#> [346,] -0.0228337015
#> [347,] -0.0234337015
#> [348,] -0.0231337015
#> [349,] -0.0231337015
#> [350,] -0.0234337015
#> [351,] -0.0233337015
#> [352,] -0.0223337015
#> [353,] -0.0215337015
#> [354,] -0.0227337015
#> [355,] -0.0227337015
#> [356,] -0.0213337015
#> [357,] -0.0201337015
#> [358,] -0.0202337015
#> [359,] -0.0197337015
#> [360,] -0.0193337015
#> [361,] -0.0181337015
#> [362,] -0.0198337015
#> [363,] -0.0198337015
#> [364,] -0.0195337015
#> [365,] -0.0181337015
#> [366,] -0.0178337015
#> [367,] -0.0165337015
#> [368,] -0.0161337015
#> [369,] -0.0159337015
#> [370,] -0.0162337015
#> [371,] -0.0157337015
#> [372,] -0.0186337015
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#> [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
#> [161] -2.677863e-01 7.470893e-02 2.791629e-02 3.025778e-02 9.671564e-03
#> [166] 3.603277e-02 -3.408041e-02 -2.010175e-03 -5.143707e-02 -9.269853e-03
#> [171] 4.458445e-03 -6.870615e-02 8.773508e-03 5.248629e-02 5.059319e-02
#> [176] -6.023583e-03 -1.196269e-02 -7.100838e-02 -2.958096e-02 -4.438000e-02
#> [181] 1.589978e-02 -2.330671e-02 -7.098058e-02 -4.380176e-02 6.362812e-02
#> [186] 1.819457e-02 3.045068e-02 1.006818e-02 2.694719e-02 6.018210e-02
#> [191] -8.512558e-03 5.050712e-02 6.460375e-02 5.159253e-02 5.223867e-02
#> [196] -1.456804e-03 4.613563e-02 1.666380e-02 -5.907668e-02 1.086869e-02
#> [201] 2.214235e-02 -1.656487e-02 -7.384998e-02 6.272904e-02 1.320156e-02
#> [206] 1.405869e-03 1.581601e-02 -1.737247e-02 4.250047e-02 4.765943e-02
#> [211] -2.476007e-02 9.315336e-03 -5.677675e-03 -2.286190e-03 1.217884e-02
#> [216] 3.872284e-02 7.124530e-03 6.204101e-02 -4.799490e-02 8.160876e-02
#> [221] 1.488419e-02 -3.398768e-03 -2.650977e-02 5.256348e-02 4.003334e-02
#> [226] 2.460930e-02 3.888459e-02 5.110086e-03 6.369578e-02 -7.262522e-02
#> [231] 4.158556e-02 3.038347e-02 2.424421e-02 -4.120023e-02 -3.282554e-02
#> [236] -7.592287e-02 -1.132164e-01 -9.897344e-03 -7.631871e-03 4.118746e-02
#> [241] 1.675871e-02 -1.335915e-02 -2.014023e-02 -4.538435e-02 -6.009949e-03
#> [246] 4.756835e-02 3.379260e-02 -2.859813e-02 -1.530427e-02 1.500087e-02
#> [251] -2.320331e-02 2.485440e-02 -4.396487e-02 -4.657150e-02 7.276058e-02
#> [256] 2.481884e-02 7.514160e-02 2.101947e-03 -5.919624e-02 9.861062e-03
#> [261] -3.293648e-02 6.201437e-02 -1.091593e-01 2.967235e-02 -2.995612e-03
#> [266] -3.782673e-02 2.774200e-02 -2.454325e-02 -3.554093e-02 -3.932884e-03
#> [271] 5.516759e-02 1.601432e-02 2.147783e-02 2.375308e-02 1.495240e-02
#> [276] 4.412738e-02 1.389432e-02 1.382221e-02 2.517946e-03 3.923159e-02
#> [281] 4.017566e-02 -6.141656e-02 1.117972e-02 4.127666e-02 5.206467e-02
#> [286] -7.124672e-04 1.639024e-02 4.811000e-02 5.725650e-02 8.624338e-03
#> [291] -2.347218e-02 4.207345e-02 -3.636265e-02 -3.217960e-02 6.262272e-02
#> [296] 4.299967e-02 -3.186035e-03 -1.946877e-02 5.340294e-03 3.496439e-02
#> [301] 1.147053e-02 -3.157334e-02 4.547468e-02 -4.833035e-02 2.713435e-02
#> [306] 4.063173e-02 1.283184e-02 -1.189820e-02 -2.447521e-02 -5.804877e-03
#> [311] 5.342204e-02 3.126157e-02 -1.266734e-02 -1.390141e-02 -2.888129e-02
#> [316] -3.200819e-02 8.495700e-04 -2.086796e-02 1.951611e-02 -5.779901e-02
#> [321] -4.214785e-03 4.359446e-02 1.763585e-02 -4.188586e-03 4.607138e-02
#> [326] 7.149609e-03 2.456439e-02 4.166633e-02 3.637850e-02 -2.870011e-03
#> [331] 5.180865e-02 -3.153581e-02 7.380597e-02 -2.357069e-02 8.594379e-02
#> [336] 4.739012e-02 1.225586e-02 7.718350e-03 -7.919882e-03 3.330280e-02
#> [341] 3.874333e-04 7.225558e-02 5.017053e-02 -6.681496e-03 4.939867e-03
#> [346] -3.736615e-02 7.762284e-02 -6.874815e-03 -4.250152e-02 3.385592e-02
#> [351] 6.133284e-02 -7.211288e-03 -6.705475e-02 3.129861e-02 4.337460e-02
#> [356] -3.996156e-02 -5.188554e-02 -4.675202e-04 -9.037439e-03 2.845183e-02
#> [361] -4.844221e-02 -3.252389e-02 1.623840e-02 3.810008e-02 3.064567e-02
#> [366] -8.027899e-03 2.190732e-03 -5.749412e-02 -6.716395e-02 -4.704556e-02
#> [371] 1.559822e-02 -4.569945e-02 3.762958e-02 -2.079351e-02 2.660832e-02
#> [376] 2.711720e-02 1.544209e-02 2.217768e-02 3.770554e-02 1.227101e-02
#> [381] 4.342171e-02 2.061065e-02 2.124438e-02 4.553150e-02 -6.050467e-04
#> [386] -2.780518e-04 -3.769371e-03 3.228925e-02 1.608174e-02 -7.926082e-03
#> [391] 2.637580e-02 -1.848052e-02 -5.153231e-02 4.362643e-03 1.014101e-02
#> [396] 2.099289e-02 -8.105245e-02 5.256150e-03 -2.066533e-02 -2.376160e-02
#> [401] 2.545383e-02 1.437068e-02 -2.996619e-02 2.441680e-02 -6.704850e-02
#> [406] -7.956083e-03 3.828694e-02 4.092604e-02 5.568121e-02 2.571167e-02
#> [411] 2.217806e-02 -2.134919e-03 1.658364e-02 -3.364562e-02 2.656008e-02
#> [416] 1.790145e-02 -2.555026e-02 2.130500e-02 3.753613e-02 -2.043540e-03
#> [421] -4.497729e-02 1.339929e-02 -1.080358e-02 -7.072190e-02 -9.027117e-02
#> [426] -9.107298e-02 5.626630e-02 1.430635e-02 -5.709584e-02 1.263810e-03
#> [431] 9.581687e-02 8.358185e-03 4.204998e-02 -3.160926e-02 2.879658e-02
#> [436] 4.079778e-02 1.236838e-02 -2.591978e-02 -9.012068e-03 4.473835e-02
#> [441] -1.792017e-02 2.671878e-02 -1.206881e-02 1.810122e-02 1.939270e-02
#> [446] 9.241986e-03 9.447024e-03 -1.473589e-03 9.086859e-03 1.032579e-02
#> [451] 1.113679e-02 -1.926908e-02 2.233284e-02 1.068795e-03 -6.074699e-03
#> [456] -2.515201e-03 2.630374e-02 -4.131809e-03 -2.025868e-02 2.702207e-02
#> [461] -1.109737e-02 -5.595173e-02 6.519577e-03 1.929133e-02 2.492570e-02
#> [466] 2.044256e-02 -1.188187e-02 2.192437e-03 -2.655407e-03 -2.135052e-02
#> [471] -3.187894e-02 1.339754e-02 -5.893189e-02 -2.304444e-02 -2.064698e-02
#> [476] -8.303932e-02 -1.508923e-02 3.803543e-02 2.011225e-03 -8.798428e-03
#> [481] 6.740827e-02 -1.140548e-03 3.181975e-02 3.421226e-02 -5.583676e-02
#> [486] 1.143841e-02 3.776081e-02 -1.505042e-02 2.500299e-02 -3.620914e-02
#> [491] -2.079255e-03 1.808409e-02 -5.161098e-02 -3.612728e-02 8.070426e-04
#> [496] 7.174285e-02 7.067238e-03 4.607407e-04 -2.688823e-02 7.165652e-03
#> [501] 2.966294e-02 -4.661730e-04 4.304462e-02 -5.091501e-02 -1.723084e-02
#> [506] -5.304709e-02 2.446571e-02 1.281065e-02 -5.932996e-03 -6.561171e-02
#> [511] -7.047430e-02 3.419607e-02 -3.473290e-02 3.524163e-02 -4.010259e-02
#> [516] -2.778286e-02 -8.958827e-02 4.657916e-02 -7.822854e-03 -1.032375e-01
#> [521] -6.635248e-02 -6.065952e-02 6.255498e-02 3.851727e-02 2.408517e-02
#> [526] -1.886092e-02 4.334580e-02 4.793544e-02 3.318529e-02 4.835096e-03
#> [531] 3.054473e-02 2.878463e-02 -4.576999e-02 -5.708872e-03 -5.033518e-02
#> [536] 3.198575e-02 -1.385979e-02 -4.955793e-02 -5.516808e-03 7.601951e-02
#> [541] 1.087117e-02 2.225979e-02 -7.558258e-05 -2.343292e-03 1.399235e-02
#> [546] -2.813303e-02 -4.714130e-03 3.065566e-02 -1.132762e-02 2.242607e-03
#> [551] 4.042992e-02 4.894242e-03 -2.581084e-02 -4.360210e-02 -1.045025e-02
#> [556] -5.065167e-02 -2.395216e-02 -1.517830e-02 2.770727e-02 -4.340589e-02
#> [561] 2.945223e-02 -1.127347e-02 -1.241146e-01 6.606786e-03 -1.904313e-02
#> [566] -9.164949e-03 -3.267617e-02 -4.968830e-02 -3.888284e-02 -2.443460e-02
#> [571] -9.106150e-02 -9.672351e-02 -1.371487e-01 1.439946e-01 -5.766288e-02
#> [576] -2.909190e-02 1.059052e-01 5.537805e-02 1.445650e-02 3.897604e-02
#> [581] 4.056076e-02 3.613396e-02 -7.688890e-02 -2.558313e-02 -4.283465e-02
#> [586] 5.280206e-02 1.998999e-02 -1.979747e-02 1.042324e-01 -1.452359e-02
#> [591] 2.335937e-02 -1.851532e-02 -1.689178e-02 3.399540e-02 -1.642710e-02
#> [596] -7.451981e-03 1.515255e-02 -2.934327e-02 -9.834000e-03 4.372759e-02
#> [601] -5.924844e-02 -2.430501e-02 -2.116576e-02 -7.886050e-03 -2.365565e-02
#> [606] 3.784417e-02 -2.444909e-02 -2.140291e-02 -1.009075e-02 -5.242162e-02
#> [611] 2.627171e-02 -4.216752e-03 -7.230610e-02 -2.644680e-02 1.650745e-02
#> [616] 7.529797e-02 3.696929e-03 -2.674524e-02 4.511660e-02 2.256201e-02
#> [621] -1.575988e-02 -1.050595e-01 1.508182e-02 4.615241e-03 2.957160e-02
#> [626] -4.152970e-02 4.333868e-02 -8.395523e-03 -2.951429e-02 2.685493e-02
#> [631] -2.435169e-04 4.765545e-02 -1.118787e-02 -8.102236e-02 3.702782e-02
#> [636] 3.695962e-03 4.481794e-02 -1.204357e-02 -1.179670e-01 2.423204e-02
#> [641] 3.843065e-02 1.746346e-02 5.539977e-02 1.969248e-03 1.527156e-02
#> [646] 4.429519e-03 8.994134e-02 -4.719058e-02 -6.186516e-02 3.904192e-03
#> [651] 2.061981e-02 -3.619069e-02 -9.526876e-03 -2.648201e-02 -1.618737e-02
#> [656] -7.422415e-02 -6.932697e-02 3.392601e-02 2.697278e-02 -4.114197e-02
#> [661] -2.918817e-02 -6.663978e-02 -2.269981e-02 2.549792e-02 -4.517759e-02
#> [666] -3.063024e-02 -3.544467e-02 1.058011e-01 -1.466839e-03 9.655500e-02
#> [671] 3.363287e-02 5.291534e-03 2.338877e-02 1.417800e-02 2.341899e-02
#> [676] 6.135420e-02 -1.722244e-02 2.480034e-02 -4.373545e-02 3.500459e-03
#> [681] 1.598756e-03 -2.536752e-02 1.169108e-02 -1.773991e-02 -1.607847e-02
#> [686] -4.671678e-02 4.899850e-03 -5.844758e-03 -6.733794e-02 9.818764e-03
#> [691] -2.675282e-02 9.345519e-02 -1.345200e-02 -9.979917e-03 -2.267449e-02
#> [696] 1.338468e-02 6.266178e-02 2.919912e-03 -1.220507e-02 -1.548663e-02
#> [701] 4.954649e-02 5.022497e-03 -1.380233e-02 -1.707754e-02 -4.444649e-02
#> [706] 3.349241e-02 5.877087e-02 3.631638e-02 -5.905111e-03 6.316304e-02
#> [711] 4.376215e-02 -2.358544e-02 4.411159e-02 5.808597e-03 -6.912536e-02
#> [716] 6.223078e-02 -9.621142e-02 4.596442e-02 1.556341e-02 -3.704784e-02
#> [721] 1.174953e-01 3.171324e-02 1.664682e-02 -1.843451e-02 -3.032382e-04
#> [726] 3.951707e-02 3.922592e-02 2.893135e-02 -3.190581e-02 -2.531048e-01
#> [731] -9.521681e-02 6.188607e-02 3.232736e-02 3.682304e-02 -4.073920e-02
#> [736] 1.021497e-03 -1.633678e-03 3.667043e-02 -1.453770e-02 -4.332096e-02
#> [741] 3.128397e-02 1.581974e-02 -2.526619e-02 7.236305e-03 5.840534e-02
#> [746] -3.691847e-02 1.099260e-02 3.839060e-02 2.831961e-02 -1.732808e-02
#> [751] 7.475677e-02 8.412459e-03 -1.527464e-02 -3.505515e-02 9.224800e-03
#> [756] 1.131541e-02 -8.109784e-02 2.244940e-03 1.511055e-02 -3.607182e-02
#> [761] 8.180609e-02 -1.790704e-02 -1.558580e-02 -1.062221e-01 -6.108809e-02
#> [766] -1.441893e-02 5.190445e-02 1.703559e-02 3.371605e-02 5.924941e-02
#> [771] 1.442354e-02 -7.348320e-03 3.263594e-02 -5.565835e-02 3.614434e-02
#> [776] 1.426415e-02 -2.613744e-02 4.326839e-03 -4.989549e-02 9.954339e-02
#> [781] -2.660518e-02 4.920445e-03 -2.755777e-02 2.015041e-02 -2.982691e-03
#> [786] -2.286537e-02 3.236258e-02 -2.820272e-02 3.970406e-03 -2.338369e-03
#> [791] 2.615419e-02 5.985500e-03 -1.249657e-04 6.237620e-03 1.384083e-02
#> [796] -3.198075e-02 1.883050e-02 -3.704462e-03 -1.185949e-02 2.951649e-02
#> [801] -1.482523e-02 1.253274e-02 -1.590702e-02 5.282902e-03 2.563480e-02
#> [806] -3.471777e-02 -5.183400e-02 5.122296e-03 8.414622e-03 -3.321864e-02
#> [811] 2.404539e-02 3.220663e-02 -3.265844e-02 1.382354e-02 -4.573863e-02
#> [816] 5.744791e-03 1.631109e-02 2.903024e-02 1.941434e-02 1.950677e-02
#> [821] 2.963892e-02 1.445317e-02 2.361036e-02 -5.718431e-03 3.204908e-02
#> [826] -1.253913e-02 3.399608e-02 8.331608e-03 2.529209e-02 1.177615e-03
#> [831] 8.215937e-04 6.193984e-03 1.612596e-02 -4.755945e-03 -5.439231e-02
#> [836] 1.270772e-02 4.562099e-02 1.751169e-02 6.482268e-02 -2.889770e-02
#> [841] 5.210302e-02 -1.161639e-03 -5.141250e-02 4.955234e-02 5.059811e-02
#> [846] 3.425780e-02 6.851948e-02 -6.543895e-02 4.350926e-02 -4.196574e-02
#> [851] 3.644625e-02 8.026623e-03 2.931020e-03 6.059297e-02 4.112820e-02
#> [856] 2.328165e-03 -2.664941e-02 3.129412e-02 -1.900270e-02 -1.632877e-01
#> [861] 5.248480e-02 6.852867e-02 5.231387e-02 4.959127e-02 3.355690e-02
#> [866] -4.076703e-02 2.984449e-02 2.847683e-02 -3.170392e-02 4.455746e-02
#> [871] -3.918798e-02 -1.348682e-02 -3.710721e-02 5.366580e-02 1.186552e-02
#> [876] 5.178203e-02 -5.990346e-02 -2.674878e-02 8.462315e-02 -4.152587e-02
#> [881] -3.207338e-02 1.636694e-02 -2.150186e-02 5.210006e-02 -6.310366e-02
#> [886] -1.391430e-02 -9.133135e-02 -4.181314e-03 2.224517e-02 -1.045112e-01
#> [891] -7.436395e-02 6.651297e-02 -9.122673e-04 -3.243300e-02 -1.697875e-02
#> [896] -7.315792e-02 -9.134169e-02 1.247078e-02 6.933897e-02 2.751333e-03
#> [901] -2.053272e-02 -2.574815e-02 3.074286e-02 -6.915356e-02 -1.396373e-02
#> [906] -8.016052e-02 -8.297055e-02 9.184527e-04 -1.214821e-01 7.883330e-02
#> [911] 5.133109e-02 -6.636106e-02 -3.263062e-02 -2.103878e-02 4.579870e-03
#> [916] 7.388420e-02 4.623951e-02 7.142460e-03 1.230591e-02 1.395689e-02
#> [921] -1.628725e-02 4.858756e-02 3.750176e-03 4.506737e-02 1.344774e-02
#> [926] 8.866357e-03 -2.060035e-02 -2.119057e-02 8.133988e-03 1.375202e-02
#> [931] -3.924508e-02 -2.008788e-03 4.825501e-03 8.787115e-03 3.359548e-02
#> [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
#>
#>