Basic function called by ivx_ar to fit predictive models.
These should only be used directly by experienced users.
ivx_ar_fit(
y,
x,
horizon = 1,
offset = NULL,
ar = "auto",
ar_max = 5,
ar_ic = "bic",
ar_grid = function(x) seq(x - 0.3, x + 0.3, by = 0.02),
...
)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.
Method to include the autoregressive terms. "auto" find the optimal
ar order by using the information criteria. ar = 0 reduces to simple ivx.
ar > 1 uses a fixed order to estimate the model.
Maximum ar order of model to fit.
Information criterion to be used in model selection.
The ar grid sequence of which to iterate.
Further arguments passed to the function which is fitting the best AR model.
If ar = "auto" then the internal function auto_ar is used, if ar = "forecast" then
the the function forecast::auto.arima is used. If ar is of fixed length then arima is used.
ivx_ar_fit(monthly$Ret, as.matrix(monthly$LTY))
#> $coefficients
#> x1
#> -0.06807532
#>
#> $intercept
#> [1] -1.338134e-18
#>
#> $fitted
#> [1] 1.223010e-03 1.179140e-03 1.182259e-03 1.204503e-03 1.190085e-03
#> [6] 1.224388e-03 1.261374e-03 1.283385e-03 1.248476e-03 1.274364e-03
#> [11] 1.277573e-03 1.256380e-03 1.204445e-03 1.218477e-03 1.091840e-03
#> [16] 1.118158e-03 1.085702e-03 1.149332e-03 1.136177e-03 1.129688e-03
#> [21] 1.075876e-03 9.843956e-04 8.912173e-04 1.024419e-03 9.049441e-04
#> [26] 9.555899e-04 9.616394e-04 9.144452e-04 9.161542e-04 1.111506e-03
#> [31] 1.196908e-03 1.129813e-03 1.109480e-03 1.169859e-03 1.166424e-03
#> [36] 1.133462e-03 1.208752e-03 1.213923e-03 1.213060e-03 1.210224e-03
#> [41] 1.237682e-03 1.230738e-03 1.243028e-03 1.189687e-03 1.105482e-03
#> [46] 1.146272e-03 1.177841e-03 1.201348e-03 1.277966e-03 1.267798e-03
#> [51] 1.227310e-03 1.225820e-03 1.035468e-03 8.253899e-04 8.460451e-04
#> [56] 6.811980e-04 7.982489e-04 9.675967e-04 9.367973e-04 1.188414e-03
#> [61] 1.100668e-03 1.105621e-03 1.298178e-03 1.258176e-03 1.260351e-03
#> [66] 1.262427e-03 1.254608e-03 1.289271e-03 1.330676e-03 1.210772e-03
#> [71] 1.254722e-03 1.226848e-03 1.328391e-03 1.335379e-03 1.319725e-03
#> [76] 1.338422e-03 1.336090e-03 1.276846e-03 1.199876e-03 1.146955e-03
#> [81] 1.249048e-03 1.261162e-03 1.328883e-03 1.389355e-03 1.442882e-03
#> [86] 1.455921e-03 1.460605e-03 1.382946e-03 1.310604e-03 1.380426e-03
#> [91] 1.371749e-03 1.408008e-03 1.501676e-03 1.539018e-03 1.540838e-03
#> [96] 1.579906e-03 1.526340e-03 1.564071e-03 1.573481e-03 1.477468e-03
#> [101] 1.481905e-03 1.505703e-03 1.484857e-03 1.514948e-03 1.460399e-03
#> [106] 1.492258e-03 1.531595e-03 1.528459e-03 1.537986e-03 1.544912e-03
#> [111] 1.555288e-03 1.598857e-03 1.566612e-03 1.563254e-03 1.649316e-03
#> [116] 1.649871e-03 1.625478e-03 1.671580e-03 1.448850e-03 1.466363e-03
#> [121] 1.481199e-03 1.439120e-03 1.502934e-03 1.454815e-03 1.471148e-03
#> [126] 1.481367e-03 1.508313e-03 1.539018e-03 1.554651e-03 1.575897e-03
#> [131] 1.541310e-03 1.636898e-03 1.640468e-03 1.620985e-03 1.644781e-03
#> [136] 1.629689e-03 1.621603e-03 1.656374e-03 1.632100e-03 1.667674e-03
#> [141] 1.689231e-03 1.711411e-03 1.764982e-03 1.816782e-03 1.892915e-03
#> [146] 1.861044e-03 1.919028e-03 1.792543e-03 1.473425e-03 1.712282e-03
#> [151] 1.754712e-03 1.788058e-03 1.805500e-03 1.837574e-03 1.911924e-03
#> [156] 1.859228e-03 1.681942e-03 1.836594e-03 1.836867e-03 1.820348e-03
#> [161] 1.896931e-03 1.909133e-03 2.000518e-03 2.028715e-03 1.894633e-03
#> [166] 1.911457e-03 1.956629e-03 1.998697e-03 2.002640e-03 2.044322e-03
#> [171] 2.046289e-03 2.047178e-03 2.023070e-03 2.098094e-03 2.062560e-03
#> [176] 1.940645e-03 1.666157e-03 1.687408e-03 1.689913e-03 1.654268e-03
#> [181] 1.698409e-03 1.714662e-03 1.713207e-03 1.714087e-03 1.713625e-03
#> [186] 1.712314e-03 1.692427e-03 1.701060e-03 1.707146e-03 1.697836e-03
#> [191] 1.693208e-03 1.702540e-03 1.714034e-03 1.711972e-03 1.706715e-03
#> [196] 1.708851e-03 1.700877e-03 1.692963e-03 1.687022e-03 1.687485e-03
#> [201] 1.687100e-03 1.694095e-03 1.694319e-03 1.688085e-03 1.696144e-03
#> [206] 1.688394e-03 1.694669e-03 1.694963e-03 1.694596e-03 1.695001e-03
#> [211] 1.695240e-03 1.701512e-03 1.741748e-03 1.765366e-03 1.763803e-03
#> [216] 1.821980e-03 1.830989e-03 1.886943e-03 1.836898e-03 1.847220e-03
#> [221] 1.860880e-03 1.885492e-03 1.921270e-03 1.997431e-03 1.993056e-03
#> [226] 2.001588e-03 2.003605e-03 1.935900e-03 1.922513e-03 1.943516e-03
#> [231] 1.914863e-03 1.863722e-03 1.862205e-03 1.881793e-03 1.846794e-03
#> [236] 1.906492e-03 1.894668e-03 1.893793e-03 1.905255e-03 1.875900e-03
#> [241] 1.881487e-03 1.882442e-03 1.893223e-03 1.920531e-03 1.899596e-03
#> [246] 1.875094e-03 1.797706e-03 1.705362e-03 1.709598e-03 1.717752e-03
#> [251] 1.713221e-03 1.737490e-03 1.799519e-03 1.746481e-03 1.730836e-03
#> [256] 1.730147e-03 1.722692e-03 1.711706e-03 1.743540e-03 1.756587e-03
#> [261] 1.782643e-03 1.796771e-03 1.823573e-03 1.821055e-03 1.820237e-03
#> [266] 1.888152e-03 1.886619e-03 1.925091e-03 1.914301e-03 1.913424e-03
#> [271] 1.911559e-03 1.928379e-03 1.883088e-03 1.894731e-03 1.889020e-03
#> [276] 1.891721e-03 1.898698e-03 1.879978e-03 1.895861e-03 1.895414e-03
#> [281] 1.851881e-03 1.823135e-03 1.833772e-03 1.828040e-03 1.847060e-03
#> [286] 1.802922e-03 1.721178e-03 1.682566e-03 1.640092e-03 1.601540e-03
#> [291] 1.655104e-03 1.696677e-03 1.647947e-03 1.654827e-03 1.591561e-03
#> [296] 1.553535e-03 1.561225e-03 1.551228e-03 1.593000e-03 1.658062e-03
#> [301] 1.634128e-03 1.626302e-03 1.618341e-03 1.570824e-03 1.501105e-03
#> [306] 1.562335e-03 1.534469e-03 1.485355e-03 1.500829e-03 1.447157e-03
#> [311] 1.396470e-03 1.342841e-03 1.271768e-03 1.364483e-03 1.356724e-03
#> [316] 1.342935e-03 1.489946e-03 1.500771e-03 1.457375e-03 1.555047e-03
#> [321] 1.429199e-03 1.507400e-03 1.513867e-03 1.535924e-03 1.498414e-03
#> [326] 1.556097e-03 1.588952e-03 1.559263e-03 1.551307e-03 1.557412e-03
#> [331] 1.529454e-03 1.541283e-03 1.446847e-03 1.413735e-03 1.446263e-03
#> [336] 1.421989e-03 1.442996e-03 1.412102e-03 1.368953e-03 1.366559e-03
#> [341] 1.383645e-03 1.418293e-03 1.398978e-03 1.407007e-03 1.430825e-03
#> [346] 1.416875e-03 1.347198e-03 1.302322e-03 1.386968e-03 1.371617e-03
#> [351] 1.275115e-03 1.217395e-03 1.231702e-03 1.181162e-03 1.153437e-03
#> [356] 1.085690e-03 1.211479e-03 1.199055e-03 1.175413e-03 1.098577e-03
#> [361] 1.087946e-03 9.897080e-04 9.621497e-04 9.543033e-04 9.758095e-04
#> [366] 9.427568e-04 1.150191e-03 1.252754e-03 1.192816e-03 1.250301e-03
#> [371] 1.279250e-03 1.320002e-03 1.296643e-03 1.228197e-03 1.108045e-03
#> [376] 9.221833e-04 8.653882e-04 9.027516e-04 9.331041e-04 8.470577e-04
#> [381] 7.003332e-04 7.633721e-04 7.379268e-04 6.480769e-04 6.533782e-04
#> [386] 6.526752e-04 6.573948e-04 6.171227e-04 5.854964e-04 6.468678e-04
#> [391] 5.635066e-04 4.652328e-04 5.249313e-04 5.961647e-04 7.009455e-04
#> [396] 6.025359e-04 6.875898e-04 7.544408e-04 8.974642e-04 8.287730e-04
#> [401] 8.668101e-04 8.457633e-04 7.759317e-04 9.009048e-04 7.264824e-04
#> [406] 8.179202e-04 7.924223e-04 8.199625e-04 7.799435e-04 7.422446e-04
#> [411] 7.451952e-04 7.011218e-04 7.464836e-04 7.677097e-04 7.388048e-04
#> [416] 6.727544e-04 6.551351e-04 6.839772e-04 7.822019e-04 8.027149e-04
#> [421] 8.179893e-04 7.740327e-04 6.992085e-04 7.713703e-04 7.770959e-04
#> [426] 7.908629e-04 7.969713e-04 8.090621e-04 7.831440e-04 7.682519e-04
#> [431] 7.618815e-04 7.334919e-04 7.281463e-04 7.233520e-04 7.227150e-04
#> [436] 7.169474e-04 7.057357e-04 6.737091e-04 6.833748e-04 6.611639e-04
#> [441] 6.337061e-04 6.188012e-04 6.209253e-04 6.253981e-04 6.324584e-04
#> [446] 6.553421e-04 6.421902e-04 6.302525e-04 6.461082e-04 6.421033e-04
#> [451] 6.330699e-04 6.298225e-04 6.376788e-04 6.217027e-04 6.362249e-04
#> [456] 6.364085e-04 6.286279e-04 6.305813e-04 6.242142e-04 5.958775e-04
#> [461] 5.645322e-04 5.673148e-04 5.103870e-04 4.524887e-04 4.136341e-04
#> [466] 2.789297e-04 4.031387e-04 3.468344e-04 3.049089e-04 3.016883e-04
#> [471] 2.710223e-04 1.472929e-04 2.897424e-04 3.672194e-04 2.642095e-04
#> [476] 4.627482e-04 5.065417e-04 3.650991e-04 4.567686e-04 3.043344e-04
#> [481] 2.576492e-04 9.740152e-05 1.180135e-04 5.253271e-05 3.483069e-05
#> [486] -1.701475e-04 -2.663259e-04 -1.820345e-04 -6.814837e-05 -1.212408e-04
#> [491] -2.098139e-04 -9.133607e-05 -1.156085e-04 -4.714113e-05 7.759752e-05
#> [496] 5.310928e-05 -1.789938e-05 -8.592003e-05 -2.495419e-04 -4.691404e-04
#> [501] -5.827413e-04 -5.845564e-04 -6.056368e-04 -4.110815e-04 -6.913722e-04
#> [506] -5.739253e-04 -5.506851e-04 -6.466907e-04 -9.553763e-04 -7.435170e-04
#> [511] -9.292803e-04 -1.017926e-03 -1.018741e-03 -7.263414e-04 -8.333124e-04
#> [516] -1.072612e-03 -1.314692e-03 -1.073578e-03 -9.901536e-04 -1.061613e-03
#> [521] -9.059319e-04 -9.755625e-04 -6.151418e-04 -7.252791e-04 -4.801726e-04
#> [526] -5.858080e-04 -3.457573e-04 -5.488504e-04 -5.814375e-04 -6.861684e-04
#> [531] -7.079373e-04 -4.975052e-04 -4.315047e-04 -3.630538e-04 -3.922011e-04
#> [536] -3.947508e-04 -4.705057e-04 -4.523800e-04 -5.336640e-04 -5.416491e-04
#> [541] -4.125329e-04 -4.950825e-04 -3.931822e-04 -3.976193e-04 -4.814604e-04
#> [546] -3.703927e-04 -2.847110e-04 -4.564149e-04 -1.013960e-03 -9.724340e-04
#> [551] -9.865891e-04 -1.051071e-03 -1.123959e-03 -1.113679e-03 -1.450031e-03
#> [556] -1.213110e-03 -1.063506e-03 -1.003748e-03 -1.128720e-03 -1.176117e-03
#> [561] -1.279310e-03 -1.358130e-03 -1.601747e-03 -1.797949e-03 -1.731850e-03
#> [566] -1.763025e-03 -1.843049e-03 -2.021882e-03 -1.865686e-03 -1.601631e-03
#> [571] -1.479393e-03 -1.390558e-03 -1.602573e-03 -1.532436e-03 -1.806262e-03
#> [576] -2.013961e-03 -1.879432e-03 -1.739919e-03 -1.873867e-03 -1.927494e-03
#> [581] -2.016448e-03 -1.739028e-03 -1.912444e-03 -1.673184e-03 -1.632502e-03
#> [586] -1.648422e-03 -1.576384e-03 -1.614182e-03 -1.792706e-03 -1.678157e-03
#> [591] -1.680149e-03 -1.598049e-03 -1.527025e-03 -1.508329e-03 -1.303413e-03
#> [596] -1.130702e-03 -1.448743e-03 -1.482506e-03 -1.448954e-03 -1.496439e-03
#> [601] -1.465419e-03 -1.365926e-03 -1.462052e-03 -1.355854e-03 -1.428207e-03
#> [606] -1.552811e-03 -1.508343e-03 -1.691505e-03 -1.779512e-03 -1.800459e-03
#> [611] -1.867388e-03 -1.912595e-03 -1.990065e-03 -2.067363e-03 -2.010955e-03
#> [616] -1.915709e-03 -2.040769e-03 -2.211419e-03 -2.098183e-03 -2.268678e-03
#> [621] -2.195422e-03 -2.327853e-03 -2.274717e-03 -2.407823e-03 -2.272561e-03
#> [626] -2.103921e-03 -2.244430e-03 -2.299239e-03 -2.406951e-03 -3.153115e-03
#> [631] -2.934898e-03 -2.974249e-03 -3.722380e-03 -4.092050e-03 -4.364933e-03
#> [636] -3.303949e-03 -3.154131e-03 -2.918818e-03 -3.239901e-03 -3.641488e-03
#> [641] -3.989144e-03 -4.351262e-03 -4.357102e-03 -4.121399e-03 -4.202838e-03
#> [646] -4.646127e-03 -4.320214e-03 -4.933511e-03 -4.484380e-03 -4.743501e-03
#> [651] -5.192437e-03 -5.615026e-03 -5.823752e-03 -5.203748e-03 -4.156163e-03
#> [656] -4.994535e-03 -5.356165e-03 -5.126344e-03 -5.209702e-03 -5.059029e-03
#> [661] -5.056825e-03 -5.367691e-03 -4.913064e-03 -4.310503e-03 -3.937213e-03
#> [666] -3.433380e-03 -3.488166e-03 -3.288828e-03 -3.457931e-03 -3.152494e-03
#> [671] -3.356848e-03 -3.136534e-03 -3.548738e-03 -3.578952e-03 -4.115756e-03
#> [676] -4.186090e-03 -3.824532e-03 -4.084380e-03 -3.962384e-03 -4.033822e-03
#> [681] -3.934110e-03 -4.208593e-03 -4.430987e-03 -4.610771e-03 -5.271215e-03
#> [686] -5.187032e-03 -4.633012e-03 -4.559433e-03 -4.282236e-03 -3.778570e-03
#> [691] -3.800694e-03 -3.835261e-03 -3.524556e-03 -4.143523e-03 -3.936436e-03
#> [696] -3.801386e-03 -3.196141e-03 -3.189301e-03 -3.387007e-03 -3.164515e-03
#> [701] -3.310490e-03 -3.168881e-03 -2.894236e-03 -2.539539e-03 -2.573314e-03
#> [706] -1.749479e-03 -1.303223e-03 -1.492373e-03 -1.882641e-03 -1.433584e-03
#> [711] -1.695905e-03 -1.446926e-03 -1.845833e-03 -1.635859e-03 -1.485310e-03
#> [716] -1.611747e-03 -1.520085e-03 -1.382429e-03 -1.635388e-03 -2.053842e-03
#> [721] -2.147319e-03 -2.147478e-03 -2.394073e-03 -2.550533e-03 -2.872810e-03
#> [726] -2.399495e-03 -2.487184e-03 -2.418156e-03 -1.887499e-03 -1.934863e-03
#> [731] -2.277817e-03 -2.396712e-03 -2.565365e-03 -2.380251e-03 -2.609660e-03
#> [736] -2.591844e-03 -2.322154e-03 -2.169107e-03 -2.428134e-03 -2.334151e-03
#> [741] -2.226514e-03 -2.501157e-03 -2.441974e-03 -2.345565e-03 -2.107457e-03
#> [746] -1.738031e-03 -1.612607e-03 -1.875646e-03 -1.872453e-03 -1.643880e-03
#> [751] -1.715212e-03 -1.772207e-03 -2.053811e-03 -2.105653e-03 -2.214869e-03
#> [756] -2.475885e-03 -2.164243e-03 -2.040031e-03 -2.035600e-03 -2.402033e-03
#> [761] -2.305711e-03 -2.227723e-03 -2.014920e-03 -1.923837e-03 -1.842534e-03
#> [766] -1.855699e-03 -1.884839e-03 -1.856579e-03 -1.927560e-03 -2.029036e-03
#> [771] -1.944598e-03 -1.739027e-03 -1.578541e-03 -1.586005e-03 -1.545054e-03
#> [776] -1.141480e-03 -1.516529e-03 -1.506535e-03 -1.605886e-03 -1.682781e-03
#> [781] -1.548724e-03 -1.441359e-03 -1.182166e-03 -1.171827e-03 -1.061858e-03
#> [786] -1.273397e-03 -1.321111e-03 -1.179784e-03 -1.211566e-03 -1.030890e-03
#> [791] -1.041667e-03 -1.033536e-03 -1.028992e-03 -8.154211e-04 -7.664384e-04
#> [796] -5.459987e-04 -5.721422e-04 -5.432905e-04 -7.364716e-04 -7.584942e-04
#> [801] -6.559109e-04 -9.897763e-04 -1.250253e-03 -1.335112e-03 -1.452278e-03
#> [806] -1.570076e-03 -1.346895e-03 -1.446664e-03 -1.696769e-03 -1.704904e-03
#> [811] -1.704019e-03 -1.679357e-03 -1.541650e-03 -1.378904e-03 -1.360831e-03
#> [816] -1.284721e-03 -8.240688e-04 -8.321760e-04 -9.830593e-04 -8.150827e-04
#> [821] -7.723448e-04 -6.806441e-04 -5.576559e-04 -4.183366e-04 -4.688720e-04
#> [826] -8.056682e-04 -9.499064e-04 -1.105783e-03 -1.209349e-03 -1.106240e-03
#> [831] -1.122376e-03 -1.235927e-03 -1.050696e-03 -8.409838e-04 -6.881638e-04
#> [836] -8.862393e-04 -9.509515e-04 -9.799271e-04 -1.220198e-03 -1.096610e-03
#> [841] -1.063834e-03 -9.857096e-04 -6.234191e-04 -8.794494e-04 -7.021135e-04
#> [846] -5.135939e-04 -5.118923e-04 -4.368255e-04 -3.266230e-04 -4.163866e-04
#> [851] -4.391019e-04 -4.512776e-04 -3.852030e-04 -2.895878e-04 -3.483717e-04
#> [856] -8.109627e-05 1.081317e-04 -8.161726e-05 -1.483005e-05 -5.376361e-05
#> [861] -5.198930e-05 -4.091172e-04 -4.055714e-04 -4.148097e-04 -5.876045e-04
#> [866] -6.479064e-04 -6.955799e-04 -7.670570e-04 -7.414323e-04 -7.705937e-04
#> [871] -8.387749e-04 -9.570989e-04 -8.351787e-04 -7.167238e-04 -5.446138e-04
#> [876] -6.204620e-04 -6.613353e-04 -5.296407e-04 -4.928251e-04 -4.009862e-04
#> [881] -5.124687e-04 -4.120843e-04 -2.586405e-04 -1.727734e-04 -2.060907e-04
#> [886] -9.294536e-05 -1.710344e-04 -4.166814e-04 -4.032660e-04 -3.848613e-04
#> [891] -2.158017e-04 -1.163889e-04 -7.610837e-05 1.851160e-04 -1.576719e-04
#> [896] -2.948876e-04 -2.284744e-04 -2.351852e-04 -5.372280e-04 -2.790817e-04
#> [901] -3.048289e-04 -2.516073e-04 -8.164269e-05 1.483112e-04 3.257661e-04
#> [906] 1.304003e-04 6.901038e-05 3.251926e-04 1.821778e-04 3.307048e-04
#> [911] 2.636626e-04 2.959970e-04 5.970182e-04 4.509678e-04 -1.552252e-04
#> [916] 1.988504e-06 2.521024e-04 -4.098411e-05 1.251933e-05 1.388081e-04
#> [921] 1.797589e-04 2.668442e-04 3.392740e-04 -4.773719e-05 -6.472066e-05
#> [926] -1.972909e-05 -1.095721e-05 1.949860e-04 2.485181e-04 3.226878e-04
#> [931] 1.663091e-04 2.933282e-04 3.997027e-04 2.724232e-04 2.337387e-04
#> [936] 4.422387e-04 5.441437e-04 5.954502e-04 4.332969e-04 6.238549e-04
#> [941] 3.767886e-04 2.291212e-04 2.780686e-04 3.983818e-04 2.815865e-04
#> [946] 4.309781e-04 1.024664e-04 -5.256641e-05 -5.557947e-05 -5.773664e-05
#> [951] 1.783807e-05 1.921049e-04 2.777556e-04 3.004987e-04 4.025995e-04
#> [956] 2.250554e-04 1.518936e-04 3.295652e-04 1.838106e-04 2.142542e-04
#> [961] 1.004689e-04 2.669155e-05 1.626711e-04 2.392566e-04 2.148809e-04
#> [966] 3.052787e-04 5.469666e-04 4.758253e-04 5.743834e-04 5.729986e-04
#> [971] 5.971732e-04 4.082023e-04 3.057585e-04 4.141902e-04 3.529379e-04
#> [976] 4.590167e-04 5.185612e-04 2.786899e-04 1.025558e-03 1.431264e-03
#> [981] 7.409206e-04 8.266445e-04 1.172356e-03 6.338761e-04 5.048267e-04
#> [986] 6.169855e-04 5.622232e-04 6.425637e-04 7.530010e-04 6.407880e-04
#> [991] 7.552362e-04 3.958995e-04 5.240540e-04 5.182873e-04 3.743245e-04
#> [996] 5.428333e-04 7.603315e-04 9.314785e-04 9.287864e-04 1.289965e-03
#> [1001] 1.167372e-03 9.711057e-04 9.131160e-04 6.687233e-04 5.250354e-04
#> [1006] 5.823877e-04 5.541331e-04 6.499088e-04 8.392945e-04 7.421245e-04
#> [1011] 1.015709e-03 1.359939e-03 1.640563e-03 1.471072e-03 1.631818e-03
#> [1016] 1.772958e-03 1.695615e-03 1.552462e-03 1.443719e-03 1.636591e-03
#> [1021] 1.879173e-03 1.806816e-03 1.977003e-03 1.913216e-03 1.834928e-03
#> [1026] 1.762784e-03 1.874148e-03
#>
#> $residuals
#> [1] -3.483723e-02 7.316730e-02 2.273343e-02 3.621452e-02 -5.603604e-02
#> [6] 6.625897e-02 2.199720e-03 -2.587170e-02 -1.484438e-02 9.656364e-02
#> [11] 1.053739e-02 -3.811755e-04 -3.347483e-02 5.265212e-03 5.022652e-02
#> [16] 4.424328e-04 5.825991e-03 1.143438e-01 -1.414092e-02 3.959023e-02
#> [21] -8.147860e-03 -1.166833e-02 6.263604e-03 -5.570044e-02 9.598183e-02
#> [26] 3.236158e-02 7.421447e-02 -5.871757e-02 -2.036614e-01 -1.256371e-01
#> [31] 1.749431e-02 2.251280e-02 1.305882e-02 8.496036e-02 -1.289546e-02
#> [36] -1.907125e-02 -1.738515e-01 3.993462e-02 -5.719835e-03 -1.531167e-01
#> [41] -7.054900e-02 -7.396954e-03 -9.532368e-02 5.479524e-02 1.057052e-01
#> [46] -8.666204e-02 -8.610777e-02 -1.325131e-01 1.276253e-01 -1.112001e-01
#> [51] 5.638523e-03 -3.184037e-01 9.656708e-02 -1.290278e-01 -1.716047e-01
#> [56] 7.668233e-03 5.901994e-02 -1.541516e-01 -2.144949e-01 -2.336824e-01
#> [61] 8.746316e-03 3.042776e-01 2.989285e-01 -3.296570e-02 -1.033829e-01
#> [66] -2.787920e-02 1.402359e-02 -3.679476e-02 -2.002495e-01 7.184823e-02
#> [71] 3.401030e-01 1.012787e-01 1.230500e-01 -5.791549e-02 1.176917e-01
#> [76] -1.641370e-01 -1.147047e-01 1.106393e-01 2.466680e-03 8.851427e-02
#> [81] -2.520813e-02 8.836353e-03 -3.152136e-02 -9.558545e-02 1.850287e-02
#> [86] -1.360305e-01 5.618424e-02 -4.071410e-03 -4.503297e-02 8.961973e-02
#> [91] -5.804118e-03 -5.618696e-02 -2.949322e-02 -3.651192e-02 7.815064e-02
#> [96] 2.106733e-02 6.133042e-02 8.198980e-02 1.568701e-02 1.608716e-02
#> [101] 6.358293e-02 3.270041e-02 2.432226e-02 6.366556e-02 1.110778e-02
#> [106] 1.335737e-02 -8.802197e-02 4.927784e-02 1.722178e-02 5.197586e-02
#> [111] 8.503393e-03 5.345788e-03 6.879653e-02 -6.121124e-03 -1.599783e-02
#> [116] 3.630861e-02 6.865956e-03 -1.709334e-02 -8.671880e-02 -3.577887e-03
#> [121] -6.547140e-02 8.408262e-02 -6.369652e-02 -1.495997e-01 -8.975523e-02
#> [126] -9.006850e-02 -6.444546e-02 1.100434e-02 6.501815e-02 -2.969907e-01
#> [131] 1.643264e-01 -5.121640e-02 1.936056e-01 6.658295e-02 -2.379241e-02
#> [136] 2.655804e-02 6.809032e-02 -6.217578e-02 3.821741e-02 -7.480922e-02
#> [141] 3.225402e-02 -1.547650e-01 -6.501789e-03 6.421811e-02 -8.562993e-02
#> [146] 1.081402e-01 -6.763142e-02 1.602331e-01 -3.092159e-02 -5.081686e-02
#> [151] 3.607664e-02 -4.886916e-02 -5.746465e-03 1.202878e-02 -1.314229e-02
#> [156] -2.678999e-01 1.007273e-01 1.608103e-02 8.041281e-04 2.483986e-02
#> [161] 5.397487e-02 -4.330667e-02 -3.283149e-03 -5.278778e-02 -1.205072e-02
#> [166] 1.630744e-03 -7.312720e-02 1.454271e-02 5.427191e-02 3.802540e-02
#> [171] -8.747762e-03 -3.122509e-03 -7.010573e-02 -3.222046e-02 -4.896084e-02
#> [176] 1.212192e-02 -2.532263e-02 -6.773801e-02 -3.343234e-02 6.617090e-02
#> [181] 3.699268e-03 2.832656e-02 1.932533e-02 2.697919e-02 5.327892e-02
#> [186] -1.717801e-02 4.970490e-02 6.214895e-02 3.892705e-02 4.678227e-02
#> [191] -2.871219e-03 4.302647e-02 8.510730e-03 -6.841254e-02 1.493225e-02
#> [196] 1.889712e-02 -3.004558e-02 -7.156868e-02 7.389995e-02 2.193661e-03
#> [201] -9.036770e-03 2.460283e-02 -1.606451e-02 3.715686e-02 4.254590e-02
#> [206] -3.283318e-02 1.371085e-02 -4.238013e-03 -1.110139e-02 8.947732e-03
#> [211] 3.701310e-02 1.409379e-03 6.165666e-02 -5.187242e-02 8.258887e-02
#> [216] 8.094662e-03 -1.382761e-02 -2.300178e-02 5.478764e-02 2.603265e-02
#> [221] 1.601335e-02 4.149618e-02 3.514028e-03 5.798715e-02 -8.074499e-02
#> [226] 4.336275e-02 2.708410e-02 9.860328e-03 -4.295498e-02 -2.409514e-02
#> [231] -7.735338e-02 -1.157384e-01 -5.198704e-03 -1.168516e-02 3.523080e-02
#> [236] 2.117809e-02 -7.825386e-03 -1.565956e-02 -4.509086e-02 -9.093930e-03
#> [241] 4.341214e-02 2.534288e-02 -3.017361e-02 -6.069215e-03 1.598877e-02
#> [246] -3.434137e-02 2.243437e-02 -4.360372e-02 -4.577651e-02 7.722333e-02
#> [251] 1.301109e-02 6.722576e-02 6.174386e-03 -5.779016e-02 1.381478e-02
#> [256] -4.082125e-02 5.176953e-02 -1.131693e-01 3.922241e-02 -1.404559e-03
#> [261] -4.952903e-02 3.207185e-02 -2.196223e-02 -4.071482e-02 1.875106e-03
#> [266] 5.296170e-02 4.781910e-03 2.161562e-02 2.827428e-02 1.053791e-02
#> [271] 3.808613e-02 8.237637e-03 9.713311e-03 1.199659e-03 3.549138e-02
#> [276] 3.210351e-02 -6.806384e-02 1.760586e-02 4.001523e-02 3.597902e-02
#> [281] -6.335831e-03 2.324953e-02 4.713555e-02 4.571881e-02 -5.066152e-04
#> [286] -2.175480e-02 4.460938e-02 -4.731716e-02 -3.735538e-02 6.809950e-02
#> [291] 3.222610e-02 -1.306678e-02 -1.032744e-02 9.360074e-03 2.576810e-02
#> [296] 1.817693e-03 -3.228087e-02 5.149592e-02 -5.493931e-02 2.389271e-02
#> [301] 4.115921e-02 3.738762e-03 -1.326327e-02 -1.836691e-02 -7.794093e-03
#> [306] 4.744328e-02 2.219579e-02 -1.511594e-02 -6.784755e-03 -2.798841e-02
#> [311] -3.758175e-02 -9.340931e-04 -2.344131e-02 1.942694e-02 -5.718779e-02
#> [316] 3.049470e-04 4.492963e-02 7.622460e-03 -6.315795e-03 5.392352e-02
#> [321] 1.761969e-03 1.816090e-02 4.123020e-02 3.033562e-02 -8.920011e-03
#> [326] 5.310038e-02 -3.799625e-02 7.029989e-02 -2.964893e-02 8.197051e-02
#> [331] 4.240802e-02 4.074790e-03 8.868348e-03 -7.280814e-03 2.502210e-02
#> [336] -7.505622e-03 6.899458e-02 4.527167e-02 -1.284280e-02 8.726582e-03
#> [341] -3.757949e-02 7.115114e-02 -1.852583e-02 -4.600567e-02 4.484646e-02
#> [346] 5.564480e-02 -2.359777e-02 -6.169737e-02 4.361543e-02 3.289851e-02
#> [351] -5.571107e-02 -4.276200e-02 1.081193e-02 -1.851404e-02 2.160566e-02
#> [356] -4.668008e-02 -2.591931e-02 2.087981e-02 3.026485e-02 2.310882e-02
#> [361] -4.798715e-03 7.624608e-03 -5.865384e-02 -6.797793e-02 -4.411071e-02
#> [366] 1.366742e-02 -5.244369e-02 4.362784e-02 -1.671332e-02 2.620627e-02
#> [371] 2.774782e-02 1.191750e-02 2.019426e-02 3.770393e-02 6.183572e-03
#> [376] 4.098479e-02 1.739923e-02 1.659537e-02 4.350112e-02 -6.229376e-03
#> [381] -2.895086e-03 -2.670580e-03 2.825639e-02 9.026275e-03 -1.005308e-02
#> [386] 2.984174e-02 -2.104655e-02 -5.426055e-02 9.935842e-03 6.626822e-03
#> [391] 1.348470e-02 -7.914546e-02 1.699593e-02 -2.089898e-02 -3.188283e-02
#> [396] 2.931700e-02 1.555117e-02 -3.354323e-02 3.142636e-02 -6.802434e-02
#> [401] -8.076497e-03 4.034532e-02 3.171867e-02 5.166303e-02 2.955966e-02
#> [406] 2.228144e-02 -4.214043e-03 1.294565e-02 -3.924114e-02 2.580739e-02
#> [411] 1.459380e-02 -3.135892e-02 2.569504e-02 3.798730e-02 -1.122311e-02
#> [416] -4.345866e-02 2.146597e-02 -1.635738e-02 -7.750079e-02 -8.134527e-02
#> [421] -8.220114e-02 5.593994e-02 3.547441e-03 -5.787019e-02 2.213969e-02
#> [426] 1.007453e-01 -1.136319e-02 4.258725e-02 -2.252404e-02 2.768586e-02
#> [431] 3.344289e-02 2.751463e-03 -2.665391e-02 -2.177958e-03 4.188597e-02
#> [436] -2.880380e-02 2.724746e-02 -8.485679e-03 1.579173e-02 1.691581e-02
#> [441] 6.161650e-03 8.326572e-03 -8.110229e-04 7.332231e-03 7.919603e-03
#> [446] 8.412422e-03 -2.058767e-02 2.426447e-02 -1.710123e-03 -9.726916e-03
#> [451] -4.430182e-04 2.659073e-02 -9.430980e-03 -2.034134e-02 3.132986e-02
#> [456] -1.551826e-02 -5.916284e-02 1.467210e-02 1.722288e-02 1.578899e-02
#> [461] 2.176513e-02 -8.114129e-03 3.942858e-03 -3.958368e-03 -2.540841e-02
#> [466] -3.106669e-02 1.639447e-02 -6.264763e-02 -1.980319e-02 -1.479959e-02
#> [471] -8.516053e-02 -8.515405e-03 4.240228e-02 -6.898816e-03 -5.136341e-03
#> [476] 7.861164e-02 -7.918030e-03 2.809965e-02 3.758678e-02 -6.129225e-02
#> [481] 1.419768e-02 3.835231e-02 -2.767249e-02 2.740817e-02 -3.101473e-02
#> [486] -2.420948e-03 1.846603e-02 -5.630466e-02 -3.185183e-02 8.601582e-03
#> [491] 6.625638e-02 -1.759054e-03 6.134097e-03 -1.716962e-02 7.055297e-03
#> [496] 2.299311e-02 -6.097228e-03 4.523047e-02 -4.982498e-02 -1.379109e-02
#> [501] -4.936800e-02 2.312358e-02 8.218193e-03 -6.710610e-03 -5.825804e-02
#> [506] -5.966880e-02 3.771860e-02 -4.440655e-02 3.623122e-02 -3.115472e-02
#> [511] -2.222250e-02 -8.407323e-02 5.293668e-02 -1.532850e-02 -1.054732e-01
#> [516] -4.552296e-02 -4.962637e-02 5.567550e-02 3.249807e-02 2.740772e-02
#> [521] -6.034451e-03 5.191256e-02 4.033237e-02 2.408528e-02 5.722602e-03
#> [526] 3.509333e-02 2.414936e-02 -5.230217e-02 -7.286670e-04 -4.829974e-02
#> [531] 2.925642e-02 -1.722990e-02 -4.853998e-02 4.945998e-03 7.796744e-02
#> [536] -2.076989e-03 2.498863e-02 9.857702e-03 -3.446706e-03 1.047530e-02
#> [541] -3.073456e-02 -3.515486e-03 3.282672e-02 -1.670025e-02 3.666298e-03
#> [546] 4.593624e-02 -3.760586e-04 -2.719267e-02 -3.555583e-02 -7.117295e-03
#> [551] -5.472665e-02 -2.173561e-02 -9.172128e-03 2.922100e-02 -4.367210e-02
#> [556] 3.837212e-02 -7.835717e-03 -1.259763e-01 2.134237e-02 -1.799850e-02
#> [561] -1.963002e-02 -2.360619e-02 -3.745998e-02 -3.330138e-02 -2.061506e-02
#> [566] -8.980423e-02 -8.573909e-02 -1.236147e-01 1.531732e-01 -7.286878e-02
#> [571] -2.317342e-02 1.368580e-01 4.650124e-02 1.398076e-04 5.569823e-02
#> [576] 4.216671e-02 2.530941e-02 -7.937229e-02 -1.555479e-02 -4.038146e-02
#> [581] 4.654957e-02 1.494012e-02 -1.618512e-02 1.167390e-01 -1.927395e-02
#> [586] 2.006810e-02 -9.878591e-03 -1.776750e-02 3.191769e-02 -1.942529e-02
#> [591] -6.662834e-03 2.281419e-02 -3.083566e-02 -8.201822e-03 4.887839e-02
#> [596] -6.484768e-02 -1.808163e-02 -1.088609e-02 -1.133312e-02 -2.464903e-02
#> [601] 4.517932e-02 -2.442706e-02 -1.769324e-02 -1.646673e-03 -5.222836e-02
#> [606] 2.859804e-02 -3.364463e-03 -7.284517e-02 -1.258585e-02 2.293297e-02
#> [611] 6.690314e-02 3.257082e-05 -1.618509e-02 5.815900e-02 1.624545e-02
#> [616] -2.414341e-02 -9.626299e-02 2.894935e-02 -1.158416e-03 2.056814e-02
#> [621] -3.462848e-02 5.766843e-02 -8.733856e-03 -3.161313e-02 3.538080e-02
#> [626] -3.618070e-05 4.431660e-02 -8.581978e-03 -7.614054e-02 4.984596e-02
#> [631] -1.607816e-04 3.682390e-02 -4.314077e-03 -1.073575e-01 4.031873e-02
#> [636] 3.561433e-02 3.240589e-03 6.542918e-02 1.229635e-02 1.719708e-02
#> [641] 8.601416e-03 9.046232e-02 -5.376565e-02 -5.334731e-02 2.056725e-02
#> [646] 1.592662e-02 -4.448200e-02 5.612862e-03 -1.461840e-02 -1.367660e-02
#> [651] -6.859772e-02 -5.632936e-02 4.598707e-02 2.461006e-02 -4.117739e-02
#> [656] -8.218577e-03 -5.229433e-02 -1.943322e-02 2.935728e-02 -4.423636e-02
#> [661] -1.826141e-02 -1.886597e-02 1.101961e-01 -9.662395e-03 1.028275e-01
#> [666] 4.246982e-02 4.432806e-03 2.734425e-02 1.474743e-02 1.695475e-02
#> [671] 6.211352e-02 -1.945199e-02 3.006712e-02 -3.871996e-02 5.600378e-03
#> [676] 3.579302e-03 -2.544655e-02 1.841737e-02 -1.144218e-02 -1.305724e-02
#> [681] -3.927815e-02 1.308450e-02 -3.697279e-03 -6.441866e-02 2.491978e-02
#> [686] -1.982624e-02 9.411547e-02 -1.299066e-02 -1.555873e-03 -8.766217e-03
#> [691] 1.600017e-02 5.754591e-02 3.484422e-04 -4.855157e-03 -3.234770e-03
#> [696] 5.123964e-02 -2.425229e-03 -1.186861e-02 -6.027361e-03 -4.021543e-02
#> [701] 3.533957e-02 5.737218e-02 3.185145e-02 2.428656e-04 7.414317e-02
#> [706] 3.815536e-02 -3.252545e-02 5.140944e-02 5.551988e-03 -7.699069e-02
#> [711] 7.197400e-02 -1.001444e-01 4.657422e-02 2.107806e-02 -4.298822e-02
#> [716] 1.262269e-01 2.964799e-02 8.130210e-03 -6.528573e-03 4.368600e-03
#> [721] 3.261995e-02 3.295794e-02 2.758477e-02 -2.644120e-02 -2.451262e-01
#> [726] -7.237413e-02 6.419676e-02 3.944112e-03 4.077409e-02 -1.192225e-02
#> [731] 1.507889e-02 -2.267108e-03 3.146886e-02 -1.638861e-02 -3.612127e-02
#> [736] 4.120694e-02 1.234366e-02 -3.060501e-02 1.808060e-02 6.357586e-02
#> [741] -4.532995e-02 1.773854e-02 4.692298e-02 2.077198e-02 -1.940484e-02
#> [746] 8.433832e-02 3.470756e-03 -1.954738e-02 -2.609292e-02 1.290125e-02
#> [751] 4.400710e-03 -8.351637e-02 1.529136e-02 2.007340e-02 -4.400197e-02
#> [756] 9.052482e-02 -1.546100e-02 -1.565657e-02 -9.469264e-02 -5.161654e-02
#> [761] -1.429175e-02 4.720498e-02 1.448806e-02 4.414028e-02 6.859734e-02
#> [766] 1.173742e-02 -7.979375e-03 3.810537e-02 -6.047579e-02 3.742536e-02
#> [771] 1.502292e-02 -3.149851e-02 1.167642e-02 -4.460610e-02 9.971613e-02
#> [776] -3.413003e-02 6.597125e-03 -1.531038e-02 2.140178e-02 -9.379723e-03
#> [781] -2.158445e-02 3.863095e-02 -2.894992e-02 4.305609e-03 2.584675e-03
#> [786] 2.546210e-02 4.095211e-03 2.570995e-03 9.837834e-03 1.400586e-02
#> [791] -3.439030e-02 2.300468e-02 -3.407271e-03 -1.464535e-02 3.348834e-02
#> [796] -1.555600e-02 1.223308e-02 -1.288526e-02 5.837249e-03 2.542299e-02
#> [801] -3.712611e-02 -4.731163e-02 1.433948e-02 4.270294e-03 -3.781563e-02
#> [806] 3.418543e-02 3.595234e-02 -3.778652e-02 2.175769e-02 -4.075683e-02
#> [811] 5.311401e-03 1.750051e-02 2.686895e-02 1.981831e-02 2.426570e-02
#> [816] 3.095247e-02 1.210643e-02 2.211194e-02 -6.257839e-03 3.212888e-02
#> [821] -1.530976e-02 3.335023e-02 7.285331e-03 2.310391e-02 7.534650e-04
#> [826] 2.037473e-03 6.512820e-03 1.511842e-02 -6.835537e-03 -5.223293e-02
#> [831] 1.993676e-02 4.386144e-02 8.431322e-03 6.837781e-02 -2.578393e-02
#> [836] 5.468220e-02 -3.167384e-03 -5.689230e-02 5.652842e-02 4.695685e-02
#> [841] 2.224494e-02 7.382235e-02 -6.399579e-02 4.783614e-02 -4.442623e-02
#> [846] 2.916478e-02 6.703977e-03 2.218501e-03 6.263497e-02 3.870038e-02
#> [851] -3.430740e-03 -2.112539e-02 3.517537e-02 -2.791446e-02 -1.668437e-01
#> [856] 7.107190e-02 6.184216e-02 2.956619e-02 5.896230e-02 4.659188e-02
#> [861] -4.552382e-02 3.118468e-02 2.296851e-02 -4.280577e-02 5.017561e-02
#> [866] -3.801601e-02 -1.554715e-02 -3.191653e-02 5.457755e-02 4.641163e-03
#> [871] 5.210037e-02 -5.567448e-02 -1.848721e-02 8.763787e-02 -5.746510e-02
#> [876] -3.118588e-02 3.362661e-02 -2.803983e-02 4.680414e-02 -6.118509e-02
#> [881] -7.614990e-03 -8.536832e-02 -2.301649e-03 1.969977e-02 -1.093021e-01
#> [886] -6.004932e-02 8.230287e-02 -1.729494e-02 -3.572946e-02 4.132253e-03
#> [891] -6.865583e-02 -9.296048e-02 2.026415e-02 6.398623e-02 -7.254043e-03
#> [896] -9.104773e-03 -1.038734e-02 2.950586e-02 -7.894219e-02 -9.009934e-03
#> [901] -7.326576e-02 -8.140449e-02 7.324337e-03 -1.236238e-01 8.619356e-02
#> [906] 5.356974e-02 -7.550050e-02 -1.398508e-02 -7.612746e-03 -8.683994e-03
#> [911] 6.894152e-02 4.409942e-02 6.820670e-03 1.999766e-02 1.392825e-02
#> [916] -2.453807e-02 4.716468e-02 -3.380515e-04 4.195412e-02 1.358978e-02
#> [921] 7.336021e-03 -2.122737e-02 -2.054430e-02 6.749807e-03 9.661181e-03
#> [926] -4.213243e-02 4.979921e-03 7.287157e-03 3.227063e-03 3.303281e-02
#> [931] 2.734584e-02 -3.227427e-02 1.927270e-02 -2.546802e-02 -3.070455e-02
#> [936] 2.689534e-02 -8.645608e-03 2.708200e-02 -1.424608e-02 1.989405e-03
#> [941] -2.254572e-02 2.935631e-02 -1.254498e-02 1.779887e-02 -3.867822e-03
#> [946] 4.481325e-03 2.797401e-03 -3.812150e-02 -4.338653e-03 -1.988273e-03
#> [951] 1.134447e-02 1.651787e-02 2.457582e-02 9.338663e-03 5.051097e-03
#> [956] 6.237296e-03 -3.040930e-02 2.486234e-03 3.346937e-02 1.860382e-02
#> [961] -2.656750e-02 -3.238040e-02 1.039945e-02 2.147079e-02 1.945748e-03
#> [966] -4.658500e-02 -3.885623e-03 -7.065832e-02 -4.057184e-02 -7.107837e-03
#> [971] 3.975841e-02 3.464789e-03 -8.692790e-02 1.833550e-03 8.848128e-03
#> [976] -1.090637e-01 -1.780075e-01 -5.680115e-02 4.026103e-03 -1.077330e-01
#> [981] -9.865651e-02 1.070463e-01 7.389707e-02 3.324785e-02 1.295155e-02
#> [986] 8.052689e-02 1.747915e-02 1.922689e-02 -2.388048e-02 5.548310e-02
#> [991] 4.847391e-03 -4.827771e-02 3.218503e-02 5.232976e-02 -2.777975e-03
#> [996] -8.640570e-02 -4.528165e-02 6.397030e-02 -7.128199e-02 8.274885e-02
#> [1001] 4.003988e-02 -1.116780e-02 6.485437e-02 1.589475e-02 1.709055e-02
#> [1006] -3.716354e-03 2.377554e-02 -2.183890e-02 -2.361422e-02 -2.326129e-02
#> [1011] -6.167992e-02 -7.677498e-02 1.036649e-01 -2.106181e-02 1.589638e-03
#> [1016] 5.483908e-02 3.367703e-02 1.593595e-02 -1.031771e-02 -6.537761e-02
#> [1021] 3.778726e-02 -1.002776e-03 7.181754e-03 2.375852e-02 -2.168317e-02
#> [1026] -6.996531e-04 1.801216e-03
#>
#> $Wald_Joint
#> [1] 0.8896914
#>
#> $Wald_Ind
#> x1
#> 0.8896914
#>
#> $rank
#> [1] 1
#>
#> $horizon
#> [1] 1
#>
#> $df.residuals
#> [1] 1026
#>
#> $df
#> [1] 1
#>
#> $assign
#> NULL
#>
#> $cnames
#> [1] "x1"
#>
#> $AR
#> Rn Rz
#> x1 0.9988771 0.9986228
#>
#> $data
#> $data$X
#> x1
#> [1,] 0.02887559
#> [2,] 0.02952002
#> [3,] 0.02947420
#> [4,] 0.02914744
#> [5,] 0.02935924
#> [6,] 0.02885534
#> [7,] 0.02831203
#> [8,] 0.02798869
#> [9,] 0.02850149
#> [10,] 0.02812121
#> [11,] 0.02807408
#> [12,] 0.02838540
#> [13,] 0.02914829
#> [14,] 0.02894217
#> [15,] 0.03080242
#> [16,] 0.03041582
#> [17,] 0.03089258
#> [18,] 0.02995788
#> [19,] 0.03015112
#> [20,] 0.03024644
#> [21,] 0.03103693
#> [22,] 0.03238074
#> [23,] 0.03374949
#> [24,] 0.03179281
#> [25,] 0.03354785
#> [26,] 0.03280388
#> [27,] 0.03271502
#> [28,] 0.03340828
#> [29,] 0.03338318
#> [30,] 0.03051354
#> [31,] 0.02925901
#> [32,] 0.03024461
#> [33,] 0.03054329
#> [34,] 0.02965635
#> [35,] 0.02970681
#> [36,] 0.03019101
#> [37,] 0.02908503
#> [38,] 0.02900906
#> [39,] 0.02902174
#> [40,] 0.02906341
#> [41,] 0.02866005
#> [42,] 0.02876206
#> [43,] 0.02858152
#> [44,] 0.02936508
#> [45,] 0.03060203
#> [46,] 0.03000284
#> [47,] 0.02953910
#> [48,] 0.02919379
#> [49,] 0.02806831
#> [50,] 0.02821766
#> [51,] 0.02881242
#> [52,] 0.02883431
#> [53,] 0.03163050
#> [54,] 0.03471647
#> [55,] 0.03441305
#> [56,] 0.03683459
#> [57,] 0.03511516
#> [58,] 0.03262751
#> [59,] 0.03307994
#> [60,] 0.02938378
#> [61,] 0.03067273
#> [62,] 0.03059998
#> [63,] 0.02777140
#> [64,] 0.02835901
#> [65,] 0.02832705
#> [66,] 0.02829657
#> [67,] 0.02841143
#> [68,] 0.02790224
#> [69,] 0.02729401
#> [70,] 0.02905536
#> [71,] 0.02840974
#> [72,] 0.02881920
#> [73,] 0.02732757
#> [74,] 0.02722492
#> [75,] 0.02745487
#> [76,] 0.02718023
#> [77,] 0.02721448
#> [78,] 0.02808475
#> [79,] 0.02921541
#> [80,] 0.02999280
#> [81,] 0.02849309
#> [82,] 0.02831514
#> [83,] 0.02732035
#> [84,] 0.02643204
#> [85,] 0.02564574
#> [86,] 0.02545421
#> [87,] 0.02538540
#> [88,] 0.02652618
#> [89,] 0.02758886
#> [90,] 0.02656320
#> [91,] 0.02669066
#> [92,] 0.02615804
#> [93,] 0.02478209
#> [94,] 0.02423355
#> [95,] 0.02420681
#> [96,] 0.02363292
#> [97,] 0.02441978
#> [98,] 0.02386553
#> [99,] 0.02372730
#> [100,] 0.02513769
#> [101,] 0.02507251
#> [102,] 0.02472293
#> [103,] 0.02502915
#> [104,] 0.02458713
#> [105,] 0.02538843
#> [106,] 0.02492043
#> [107,] 0.02434259
#> [108,] 0.02438866
#> [109,] 0.02424871
#> [110,] 0.02414697
#> [111,] 0.02399455
#> [112,] 0.02335453
#> [113,] 0.02382820
#> [114,] 0.02387753
#> [115,] 0.02261331
#> [116,] 0.02260516
#> [117,] 0.02296349
#> [118,] 0.02228626
#> [119,] 0.02555808
#> [120,] 0.02530082
#> [121,] 0.02508289
#> [122,] 0.02570102
#> [123,] 0.02476361
#> [124,] 0.02547046
#> [125,] 0.02523054
#> [126,] 0.02508041
#> [127,] 0.02468460
#> [128,] 0.02423355
#> [129,] 0.02400391
#> [130,] 0.02369182
#> [131,] 0.02419987
#> [132,] 0.02279572
#> [133,] 0.02274329
#> [134,] 0.02302948
#> [135,] 0.02267992
#> [136,] 0.02290163
#> [137,] 0.02302041
#> [138,] 0.02250963
#> [139,] 0.02286621
#> [140,] 0.02234365
#> [141,] 0.02202697
#> [142,] 0.02170116
#> [143,] 0.02091423
#> [144,] 0.02015331
#> [145,] 0.01903494
#> [146,] 0.01950311
#> [147,] 0.01865136
#> [148,] 0.02050936
#> [149,] 0.02519709
#> [150,] 0.02168836
#> [151,] 0.02106508
#> [152,] 0.02057524
#> [153,] 0.02031903
#> [154,] 0.01984788
#> [155,] 0.01875570
#> [156,] 0.01952979
#> [157,] 0.02213405
#> [158,] 0.01986226
#> [159,] 0.01985826
#> [160,] 0.02010093
#> [161,] 0.01897594
#> [162,] 0.01879670
#> [163,] 0.01745429
#> [164,] 0.01704009
#> [165,] 0.01900971
#> [166,] 0.01876256
#> [167,] 0.01809901
#> [168,] 0.01748104
#> [169,] 0.01742312
#> [170,] 0.01681083
#> [171,] 0.01678193
#> [172,] 0.01676888
#> [173,] 0.01712302
#> [174,] 0.01602094
#> [175,] 0.01654292
#> [176,] 0.01833380
#> [177,] 0.02236592
#> [178,] 0.02205375
#> [179,] 0.02201695
#> [180,] 0.02254057
#> [181,] 0.02189215
#> [182,] 0.02165340
#> [183,] 0.02167478
#> [184,] 0.02166185
#> [185,] 0.02166864
#> [186,] 0.02168789
#> [187,] 0.02198002
#> [188,] 0.02185321
#> [189,] 0.02176381
#> [190,] 0.02190057
#> [191,] 0.02196855
#> [192,] 0.02183147
#> [193,] 0.02166264
#> [194,] 0.02169293
#> [195,] 0.02177014
#> [196,] 0.02173877
#> [197,] 0.02185591
#> [198,] 0.02197216
#> [199,] 0.02205942
#> [200,] 0.02205263
#> [201,] 0.02205829
#> [202,] 0.02195552
#> [203,] 0.02195224
#> [204,] 0.02204382
#> [205,] 0.02192542
#> [206,] 0.02203927
#> [207,] 0.02194710
#> [208,] 0.02194278
#> [209,] 0.02194817
#> [210,] 0.02194223
#> [211,] 0.02193871
#> [212,] 0.02184658
#> [213,] 0.02125552
#> [214,] 0.02090858
#> [215,] 0.02093155
#> [216,] 0.02007694
#> [217,] 0.01994460
#> [218,] 0.01912267
#> [219,] 0.01985780
#> [220,] 0.01970617
#> [221,] 0.01950553
#> [222,] 0.01914398
#> [223,] 0.01861842
#> [224,] 0.01749964
#> [225,] 0.01756391
#> [226,] 0.01743857
#> [227,] 0.01740894
#> [228,] 0.01840350
#> [229,] 0.01860015
#> [230,] 0.01829162
#> [231,] 0.01871253
#> [232,] 0.01946377
#> [233,] 0.01948605
#> [234,] 0.01919832
#> [235,] 0.01971243
#> [236,] 0.01883549
#> [237,] 0.01900918
#> [238,] 0.01902203
#> [239,] 0.01885367
#> [240,] 0.01928489
#> [241,] 0.01920282
#> [242,] 0.01918878
#> [243,] 0.01903041
#> [244,] 0.01862927
#> [245,] 0.01893680
#> [246,] 0.01929672
#> [247,] 0.02043352
#> [248,] 0.02179002
#> [249,] 0.02172779
#> [250,] 0.02160802
#> [251,] 0.02167457
#> [252,] 0.02131808
#> [253,] 0.02040689
#> [254,] 0.02118599
#> [255,] 0.02141581
#> [256,] 0.02142594
#> [257,] 0.02153544
#> [258,] 0.02169682
#> [259,] 0.02122921
#> [260,] 0.02103755
#> [261,] 0.02065480
#> [262,] 0.02044725
#> [263,] 0.02005354
#> [264,] 0.02009053
#> [265,] 0.02010255
#> [266,] 0.01910490
#> [267,] 0.01912743
#> [268,] 0.01856229
#> [269,] 0.01872078
#> [270,] 0.01873368
#> [271,] 0.01876107
#> [272,] 0.01851398
#> [273,] 0.01917929
#> [274,] 0.01900827
#> [275,] 0.01909216
#> [276,] 0.01905248
#> [277,] 0.01894998
#> [278,] 0.01922497
#> [279,] 0.01899166
#> [280,] 0.01899823
#> [281,] 0.01963772
#> [282,] 0.02005998
#> [283,] 0.01990373
#> [284,] 0.01998792
#> [285,] 0.01970852
#> [286,] 0.02035690
#> [287,] 0.02155769
#> [288,] 0.02212489
#> [289,] 0.02274881
#> [290,] 0.02331513
#> [291,] 0.02252829
#> [292,] 0.02191760
#> [293,] 0.02263343
#> [294,] 0.02253236
#> [295,] 0.02346171
#> [296,] 0.02402030
#> [297,] 0.02390733
#> [298,] 0.02405419
#> [299,] 0.02344057
#> [300,] 0.02248484
#> [301,] 0.02283642
#> [302,] 0.02295138
#> [303,] 0.02306832
#> [304,] 0.02376633
#> [305,] 0.02479047
#> [306,] 0.02389103
#> [307,] 0.02430037
#> [308,] 0.02502183
#> [309,] 0.02479452
#> [310,] 0.02558295
#> [311,] 0.02632753
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#> [917,] 0.04313784
#> [918,] 0.04744317
#> [919,] 0.04665722
#> [920,] 0.04480209
#> [921,] 0.04420054
#> [922,] 0.04292129
#> [923,] 0.04185732
#> [924,] 0.04754237
#> [925,] 0.04779185
#> [926,] 0.04713094
#> [927,] 0.04700208
#> [928,] 0.04397686
#> [929,] 0.04319049
#> [930,] 0.04210097
#> [931,] 0.04439811
#> [932,] 0.04253225
#> [933,] 0.04096965
#> [934,] 0.04283933
#> [935,] 0.04340759
#> [936,] 0.04034481
#> [937,] 0.03884786
#> [938,] 0.03809419
#> [939,] 0.04047616
#> [940,] 0.03767694
#> [941,] 0.04130625
#> [942,] 0.04347542
#> [943,] 0.04275641
#> [944,] 0.04098905
#> [945,] 0.04270473
#> [946,] 0.04051022
#> [947,] 0.04533593
#> [948,] 0.04761330
#> [949,] 0.04765757
#> [950,] 0.04768925
#> [951,] 0.04657909
#> [952,] 0.04401918
#> [953,] 0.04276100
#> [954,] 0.04242692
#> [955,] 0.04092709
#> [956,] 0.04353515
#> [957,] 0.04460987
#> [958,] 0.04199994
#> [959,] 0.04414102
#> [960,] 0.04369381
#> [961,] 0.04536528
#> [962,] 0.04644904
#> [963,] 0.04445155
#> [964,] 0.04332654
#> [965,] 0.04368461
#> [966,] 0.04235670
#> [967,] 0.03880640
#> [968,] 0.03985144
#> [969,] 0.03840366
#> [970,] 0.03842400
#> [971,] 0.03806888
#> [972,] 0.04084479
#> [973,] 0.04234965
#> [974,] 0.04075683
#> [975,] 0.04165660
#> [976,] 0.04009835
#> [977,] 0.03922366
#> [978,] 0.04274728
#> [979,] 0.03177607
#> [980,] 0.02581641
#> [981,] 0.03595729
#> [982,] 0.03469804
#> [983,] 0.02961967
#> [984,] 0.03752973
#> [985,] 0.03942542
#> [986,] 0.03777785
#> [987,] 0.03858228
#> [988,] 0.03740211
#> [989,] 0.03577983
#> [990,] 0.03742820
#> [991,] 0.03574700
#> [992,] 0.04102552
#> [993,] 0.03914297
#> [994,] 0.03922768
#> [995,] 0.04134244
#> [996,] 0.03886711
#> [997,] 0.03567215
#> [998,] 0.03315807
#> [999,] 0.03319761
#> [1000,] 0.02789204
#> [1001,] 0.02969289
#> [1002,] 0.03257596
#> [1003,] 0.03342780
#> [1004,] 0.03701784
#> [1005,] 0.03912856
#> [1006,] 0.03828607
#> [1007,] 0.03870113
#> [1008,] 0.03729422
#> [1009,] 0.03451221
#> [1010,] 0.03593960
#> [1011,] 0.03192075
#> [1012,] 0.02686414
#> [1013,] 0.02274189
#> [1014,] 0.02523165
#> [1015,] 0.02287036
#> [1016,] 0.02079705
#> [1017,] 0.02193320
#> [1018,] 0.02403607
#> [1019,] 0.02563345
#> [1020,] 0.02280023
#> [1021,] 0.01923680
#> [1022,] 0.02029970
#> [1023,] 0.01779972
#> [1024,] 0.01873672
#> [1025,] 0.01988675
#> [1026,] 0.02094652
#> [1027,] 0.01931062
#>
#> $data$y
#> [1] -2.951870e-02 7.844196e-02 2.801122e-02 4.151454e-02 -5.075043e-02
#> [6] 7.157888e-02 7.556617e-03 -2.049280e-02 -9.500381e-03 1.019335e-01
#> [11] 1.591049e-02 4.970728e-03 -2.817486e-02 1.057921e-02 5.541389e-02
#> [16] 5.656114e-03 1.100722e-02 1.195886e-01 -8.909215e-03 4.481544e-02
#> [21] -2.976461e-03 -6.588407e-03 1.125034e-02 -5.058050e-02 1.009823e-01
#> [26] 3.741269e-02 7.927163e-02 -5.370760e-02 -1.986497e-01 -1.204301e-01
#> [31] 2.278674e-02 2.773814e-02 1.826382e-02 9.022574e-02 -7.633514e-03
#> [36] -1.384226e-02 -1.685473e-01 4.524406e-02 -4.112508e-04 -1.478109e-01
#> [41] -6.521579e-02 -2.070693e-03 -8.998513e-02 6.008045e-02 1.109062e-01
#> [46] -8.142025e-02 -8.083440e-02 -1.272162e-01 1.329988e-01 -1.058368e-01
#> [51] 1.096136e-02 -3.130823e-01 1.016981e-01 -1.241069e-01 -1.666631e-01
#> [56] 1.244495e-02 6.391372e-02 -1.490885e-01 -2.094626e-01 -2.283985e-01
#> [61] 1.394251e-02 3.094787e-01 3.043222e-01 -2.761200e-02 -9.802703e-02
#> [66] -2.252125e-02 1.937372e-02 -3.140997e-02 -1.948233e-01 7.715453e-02
#> [71] 3.454532e-01 1.066010e-01 1.284740e-01 -5.248459e-02 1.231069e-01
#> [76] -1.587030e-01 -1.092731e-01 1.160117e-01 7.762080e-03 9.375674e-02
#> [81] -1.986356e-02 1.419304e-02 -2.609696e-02 -9.010057e-02 2.404127e-02
#> [86] -1.304790e-01 6.174037e-02 1.407060e-03 -3.962684e-02 9.509568e-02
#> [91] -3.368454e-04 -5.068343e-02 -2.389602e-02 -3.087737e-02 8.378700e-02
#> [96] 2.674276e-02 6.695229e-02 8.764939e-02 2.135602e-02 2.166015e-02
#> [101] 6.916036e-02 3.830164e-02 2.990264e-02 6.927603e-02 1.666371e-02
#> [106] 1.894515e-02 -8.239485e-02 5.490182e-02 2.285529e-02 5.761630e-02
#> [111] 1.415420e-02 1.104017e-02 7.445866e-02 -4.623461e-04 -1.025299e-02
#> [116] 4.205400e-02 1.258696e-02 -1.132624e-02 -8.117443e-02 1.984000e-03
#> [121] -5.989468e-02 8.961727e-02 -5.809806e-02 -1.440493e-01 -8.418856e-02
#> [126] -8.449161e-02 -5.884162e-02 1.663888e-02 7.066833e-02 -2.913193e-01
#> [131] 1.699632e-01 -4.548398e-02 1.993416e-01 7.229946e-02 -1.805211e-02
#> [136] 3.228325e-02 7.380744e-02 -5.642388e-02 4.394504e-02 -6.904603e-02
#> [141] 3.803877e-02 -1.489580e-01 -6.412833e-04 7.013042e-02 -7.964149e-02
#> [146] 1.140968e-01 -6.161687e-02 1.661212e-01 -2.535264e-02 -4.500906e-02
#> [151] 4.192687e-02 -4.298557e-02 1.545589e-04 1.796188e-02 -7.134842e-03
#> [156] -2.619451e-01 1.065048e-01 2.201314e-02 6.736519e-03 3.075573e-02
#> [161] 5.996732e-02 -3.730202e-02 2.812893e-03 -4.666355e-02 -6.060559e-03
#> [166] 7.637725e-03 -6.707505e-02 2.063693e-02 6.037008e-02 4.416524e-02
#> [171] -2.605950e-03 3.020192e-03 -6.398713e-02 -2.602684e-02 -4.280276e-02
#> [176] 1.815809e-02 -1.956095e-02 -6.195508e-02 -2.764690e-02 7.192070e-02
#> [181] 9.493201e-03 3.413674e-02 2.513406e-02 3.278880e-02 5.908807e-02
#> [186] -1.137017e-02 5.549285e-02 6.794553e-02 4.472971e-02 5.257563e-02
#> [191] 2.917512e-03 4.882454e-02 1.432029e-02 -6.260504e-02 2.073449e-02
#> [196] 2.470149e-02 -2.424918e-02 -6.578020e-02 7.968250e-02 7.976669e-03
#> [201] -3.254147e-03 3.039245e-02 -1.027467e-02 4.294047e-02 4.833757e-02
#> [206] -2.704926e-02 1.950104e-02 1.552474e-03 -5.311267e-03 1.473826e-02
#> [211] 4.280386e-02 7.206414e-03 6.749393e-02 -4.601153e-02 8.844819e-02
#> [216] 1.401217e-02 -7.901097e-03 -1.701932e-02 6.072006e-02 3.197539e-02
#> [221] 2.196975e-02 4.747720e-02 9.530822e-03 6.408010e-02 -7.465641e-02
#> [226] 4.945987e-02 3.318323e-02 1.589175e-02 -3.693694e-02 -1.805610e-02
#> [231] -7.134299e-02 -1.097792e-01 7.590251e-04 -5.707844e-03 4.117312e-02
#> [236] 2.718010e-02 -1.835194e-03 -9.670239e-03 -3.909008e-02 -3.122507e-03
#> [241] 4.938915e-02 3.132084e-02 -2.418487e-02 -5.316094e-05 2.198389e-02
#> [246] -2.837075e-02 2.832760e-02 -3.780284e-02 -3.997139e-02 8.303661e-02
#> [251] 1.881984e-02 7.305877e-02 1.206943e-02 -5.194815e-02 1.964113e-02
#> [256] -3.499558e-02 5.758775e-02 -1.073620e-01 4.506147e-02 4.447551e-03
#> [261] -4.365086e-02 3.796415e-02 -1.604314e-02 -3.479824e-02 7.790867e-03
#> [266] 5.894537e-02 1.076405e-02 2.763624e-02 3.428410e-02 1.654686e-02
#> [271] 4.409321e-02 1.426154e-02 1.569192e-02 7.189913e-03 4.147592e-02
#> [276] 3.809075e-02 -6.206962e-02 2.358136e-02 4.600662e-02 4.196996e-02
#> [281] -3.884265e-04 2.916819e-02 5.306485e-02 5.164237e-02 5.435969e-03
#> [286] -1.585635e-02 5.042608e-02 -4.153907e-02 -3.161976e-02 7.379656e-02
#> [291] 3.797673e-02 -7.274584e-03 -4.583973e-03 1.511042e-02 3.145519e-02
#> [296] 7.466752e-03 -2.662412e-02 5.714267e-02 -4.925079e-02 2.964629e-02
#> [301] 4.688886e-02 9.460587e-03 -7.549409e-03 -1.270056e-02 -2.197464e-03
#> [306] 5.310113e-02 2.782579e-02 -9.535063e-03 -1.188402e-03 -2.244572e-02
#> [311] -3.208976e-02 4.504271e-03 -1.807401e-02 2.488695e-02 -5.173554e-02
#> [316] 5.743406e-03 5.051510e-02 1.321876e-02 -7.628958e-04 5.957409e-02
#> [321] 7.286691e-03 2.376383e-02 4.683959e-02 3.596707e-02 -3.326074e-03
#> [326] 5.875200e-02 -3.231178e-02 7.595468e-02 -2.400210e-02 8.762345e-02
#> [331] 4.803300e-02 9.711596e-03 1.441072e-02 -1.771556e-03 3.056389e-02
#> [336] -1.988110e-03 7.453310e-02 5.077930e-02 -7.378325e-03 1.418867e-02
#> [341] -3.210033e-02 7.666496e-02 -1.303133e-02 -4.050314e-02 5.037281e-02
#> [346] 6.115720e-02 -1.815505e-02 -5.629953e-02 4.909792e-02 3.836565e-02
#> [351] -5.034044e-02 -3.744908e-02 1.613916e-02 -1.323735e-02 2.685462e-02
#> [356] -4.149886e-02 -2.061230e-02 2.617439e-02 3.553579e-02 2.830292e-02
#> [361] 3.847543e-04 1.270984e-02 -5.359616e-02 -6.292810e-02 -3.903937e-02
#> [366] 1.870570e-02 -4.719797e-02 4.897612e-02 -1.142498e-02 3.155209e-02
#> [371] 3.312259e-02 1.733302e-02 2.558642e-02 4.302765e-02 1.138714e-02
#> [376] 4.600249e-02 2.236015e-02 2.159364e-02 4.852974e-02 -1.286794e-03
#> [381] 1.900771e-03 2.188316e-03 3.308984e-02 1.376988e-02 -5.304181e-03
#> [386] 3.458994e-02 -1.629364e-02 -4.954791e-02 1.461686e-02 1.136921e-02
#> [391] 1.814373e-02 -7.458470e-02 2.161638e-02 -1.620729e-02 -2.708636e-02
#> [396] 3.401506e-02 2.033428e-02 -2.869327e-02 3.641935e-02 -6.310005e-02
#> [401] -3.114163e-03 4.528660e-02 3.659012e-02 5.665946e-02 3.438166e-02
#> [406] 2.719489e-02 6.739027e-04 1.786113e-02 -3.436567e-02 3.064516e-02
#> [411] 1.943452e-02 -2.656228e-02 3.053704e-02 4.285053e-02 -6.388781e-03
#> [416] -3.869038e-02 2.621663e-02 -1.157788e-02 -7.262307e-02 -7.644703e-02
#> [421] -7.728763e-02 6.080950e-02 8.342173e-03 -5.300330e-02 2.701231e-02
#> [426] 1.056317e-01 -6.470696e-03 4.749183e-02 -1.764537e-02 3.254963e-02
#> [431] 3.830029e-02 7.580479e-03 -2.183024e-02 2.640918e-03 4.670421e-02
#> [436] -2.399132e-02 3.204872e-02 -3.716447e-03 2.057063e-02 2.167250e-02
#> [441] 1.089088e-02 1.304090e-02 3.905426e-03 1.205315e-02 1.264759e-02
#> [446] 1.316329e-02 -1.584996e-02 2.899025e-02 3.031509e-03 -4.989289e-03
#> [451] 4.285575e-03 3.131608e-02 -4.697778e-03 -1.562412e-02 3.606161e-02
#> [456] -1.078633e-02 -5.443869e-02 1.939821e-02 2.194262e-02 2.048039e-02
#> [461] 2.642518e-02 -3.451291e-03 8.548768e-03 5.896446e-04 -2.089925e-02
#> [466] -2.669223e-02 2.089313e-02 -5.820527e-02 -1.540275e-02 -1.040238e-02
#> [471] -8.079399e-02 -4.272588e-03 4.678755e-02 -2.436073e-03 -7.766080e-04
#> [476] 8.316991e-02 -3.315965e-03 3.256027e-02 4.213907e-02 -5.689239e-02
#> [481] 1.855085e-02 4.254523e-02 -2.345895e-02 3.155623e-02 -2.688438e-02
#> [486] 1.504427e-03 2.229523e-02 -5.239117e-02 -2.782445e-02 1.257587e-02
#> [491] 7.014209e-02 2.245134e-03 1.011401e-02 -1.312123e-02 1.122842e-02
#> [496] 2.714174e-02 -2.019604e-03 4.924008e-02 -4.597899e-02 -1.016470e-02
#> [501] -4.585522e-02 2.663455e-02 1.170808e-02 -3.026168e-03 -5.485389e-02
#> [506] -5.614721e-02 4.126344e-02 -4.095772e-02 3.937137e-02 -2.780271e-02
#> [511] -1.905626e-02 -8.099563e-02 5.601346e-02 -1.195932e-02 -1.022110e-01
#> [516] -4.250005e-02 -4.684554e-02 5.869744e-02 3.560344e-02 3.044163e-02
#> [521] -2.844860e-03 5.503252e-02 4.381276e-02 2.745552e-02 9.337953e-03
#> [526] 3.860305e-02 2.789913e-02 -4.875550e-02 2.785419e-03 -4.489039e-02
#> [531] 3.264401e-02 -1.363188e-02 -4.487596e-02 8.678468e-03 8.167076e-02
#> [536] 1.623784e-03 2.861364e-02 1.350085e-02 1.151534e-04 1.402917e-02
#> [541] -2.705157e-02 8.495474e-05 3.652906e-02 -1.300234e-02 7.280361e-03
#> [546] 4.966137e-02 3.434754e-03 -2.355356e-02 -3.247427e-02 -3.994205e-03
#> [551] -5.161771e-02 -1.869116e-02 -6.200563e-03 3.220284e-02 -4.102661e-02
#> [556] 4.125453e-02 -4.803699e-03 -1.228845e-01 2.430918e-02 -1.507909e-02
#> [561] -1.681381e-02 -2.086879e-02 -3.496620e-02 -3.100381e-02 -1.825139e-02
#> [566] -8.747173e-02 -8.348662e-02 -1.215411e-01 1.554031e-01 -7.037489e-02
#> [571] -2.055729e-02 1.395630e-01 4.899419e-02 2.702895e-03 5.798749e-02
#> [576] 4.424828e-02 2.752550e-02 -7.701668e-02 -1.333314e-02 -3.821343e-02
#> [581] 4.862865e-02 1.729662e-02 -1.400204e-02 1.191614e-01 -1.681092e-02
#> [586] 2.251520e-02 -7.359451e-03 -1.528616e-02 3.422051e-02 -1.700792e-02
#> [591] -4.247459e-03 2.531167e-02 -2.826716e-02 -5.614627e-03 5.167050e-02
#> [596] -6.188286e-02 -1.543485e-02 -8.273070e-03 -8.686552e-03 -2.204995e-02
#> [601] 4.780943e-02 -2.169746e-02 -1.505976e-02 1.092997e-03 -4.956104e-02
#> [606] 3.114076e-02 -7.772826e-04 -7.044116e-02 -1.026983e-02 2.522804e-02
#> [611] 6.913127e-02 2.215499e-03 -1.407963e-02 6.018716e-02 1.833002e-02
#> [616] -2.196360e-02 -9.420824e-02 3.083345e-02 8.389247e-04 2.239499e-02
#> [621] -3.272838e-02 5.943610e-02 -6.913049e-03 -2.992543e-02 3.720376e-02
#> [626] 1.955422e-03 4.616769e-02 -6.785693e-03 -7.445196e-02 5.078837e-02
#> [631] 9.998437e-04 3.794518e-02 -3.940934e-03 -1.073540e-01 4.004932e-02
#> [636] 3.640590e-02 4.181981e-03 6.660588e-02 1.315198e-02 1.765111e-02
#> [641] 8.707796e-03 9.020658e-02 -5.402723e-02 -5.337318e-02 2.045994e-02
#> [646] 1.537602e-02 -4.470669e-02 4.774875e-03 -1.500726e-02 -1.432458e-02
#> [651] -6.969463e-02 -5.784887e-02 4.425884e-02 2.350183e-02 -4.123803e-02
#> [656] -9.117588e-03 -5.355497e-02 -2.046404e-02 2.824310e-02 -4.519986e-02
#> [661] -1.922271e-02 -2.013814e-02 1.093785e-01 -9.877375e-03 1.029858e-01
#> [666] 4.313196e-02 5.040164e-03 2.815095e-02 1.538502e-02 1.789778e-02
#> [671] 6.285219e-02 -1.849301e-02 3.061390e-02 -3.820339e-02 5.580146e-03
#> [676] 3.488736e-03 -2.517556e-02 1.842851e-02 -1.130904e-02 -1.299554e-02
#> [681] -3.911674e-02 1.297143e-02 -4.032743e-03 -6.493391e-02 2.374409e-02
#> [686] -2.091775e-02 9.357798e-02 -1.345457e-02 -1.742586e-03 -8.449263e-03
#> [691] 1.629500e-02 5.780618e-02 9.194098e-04 -4.903157e-03 -3.075683e-03
#> [696] 5.153378e-02 -1.525846e-03 -1.096239e-02 -5.318845e-03 -3.928442e-02
#> [701] 3.612460e-02 5.829883e-02 3.305273e-02 1.798850e-03 7.566538e-02
#> [706] 4.050141e-02 -2.973315e-02 5.401259e-02 7.764871e-03 -7.432876e-02
#> [711] 7.437362e-02 -9.749578e-02 4.882391e-02 2.353773e-02 -4.037801e-02
#> [716] 1.287106e-01 3.222343e-02 1.084331e-02 -4.068437e-03 6.410282e-03
#> [721] 3.456815e-02 3.490598e-02 2.928622e-02 -2.489621e-02 -2.439035e-01
#> [726] -7.067810e-02 6.580510e-02 5.621480e-03 4.298212e-02 -9.761592e-03
#> [731] 1.689660e-02 -5.682972e-04 3.299902e-02 -1.467334e-02 -3.463540e-02
#> [736] 4.271062e-02 1.411703e-02 -2.867859e-02 1.974799e-02 6.533723e-02
#> [741] -4.346094e-02 1.933290e-02 4.857653e-02 2.252194e-02 -1.741677e-02
#> [746] 8.669581e-02 5.953672e-03 -1.732750e-02 -2.386985e-02 1.535289e-02
#> [751] 6.781022e-03 -8.119305e-02 1.733307e-02 2.206327e-02 -4.212131e-02
#> [756] 9.214446e-02 -1.352972e-02 -1.360108e-02 -9.263272e-02 -4.992304e-02
#> [761] -1.250194e-02 4.907278e-02 1.656866e-02 4.631197e-02 7.085033e-02
#> [766] 1.397725e-02 -5.768690e-03 4.034431e-02 -5.830783e-02 3.949185e-02
#> [771] 1.717385e-02 -2.914201e-02 1.419340e-02 -4.209658e-02 1.022666e-01
#> [776] -3.117598e-02 9.176119e-03 -1.272139e-02 2.389141e-02 -6.966981e-03
#> [781] -1.903765e-02 4.128511e-02 -2.603656e-02 7.229305e-03 5.618341e-03
#> [786] 2.828423e-02 6.869623e-03 5.486734e-03 1.272179e-02 1.707050e-02
#> [791] -3.133644e-02 2.606666e-02 -3.407388e-04 -1.136525e-02 3.681742e-02
#> [796] -1.200648e-02 1.575646e-02 -9.333032e-03 9.196301e-03 2.876002e-02
#> [801] -3.368650e-02 -4.420588e-02 1.718475e-02 7.030706e-03 -3.517238e-02
#> [806] 3.671088e-02 3.870097e-02 -3.513766e-02 2.415645e-02 -3.836621e-02
#> [811] 7.702905e-03 1.991667e-02 2.942282e-02 2.253493e-02 2.700039e-02
#> [816] 3.376327e-02 1.537788e-02 2.537528e-02 -3.145374e-03 3.540932e-02
#> [821] -1.198658e-02 3.676510e-02 1.082320e-02 2.678109e-02 4.380116e-03
#> [826] 5.327328e-03 9.658437e-03 1.810816e-02 -3.949362e-03 -4.924365e-02
#> [831] 2.290991e-02 4.672104e-02 1.147615e-02 7.163235e-02 -2.237657e-02
#> [836] 5.789149e-02 -2.281248e-05 -5.377670e-02 5.940375e-02 4.995576e-02
#> [841] 2.527663e-02 7.693216e-02 -6.052368e-02 5.105221e-02 -4.103282e-02
#> [846] 3.274671e-02 1.028761e-02 5.877199e-03 6.640387e-02 4.237951e-02
#> [851] 2.256812e-04 -1.748114e-02 3.888569e-02 -2.410852e-02 -1.630965e-01
#> [856] 7.508632e-02 6.604582e-02 3.358010e-02 6.304299e-02 5.063364e-02
#> [861] -4.148029e-02 3.487109e-02 2.665846e-02 -3.912505e-02 5.368353e-02
#> [866] -3.456839e-02 -1.214721e-02 -2.858806e-02 5.793164e-02 7.966093e-03
#> [871] 5.535711e-02 -5.253605e-02 -1.522686e-02 9.101667e-02 -5.391419e-02
#> [876] -2.771082e-02 3.706080e-02 -2.447395e-02 5.040683e-02 -5.749055e-02
#> [881] -4.031935e-03 -8.168489e-02 1.535234e-03 2.362252e-02 -1.054127e-01
#> [886] -5.604674e-02 8.622736e-02 -1.361609e-02 -3.203720e-02 7.842915e-03
#> [891] -6.477610e-02 -8.898134e-02 2.428357e-02 6.826687e-02 -3.316191e-03
#> [896] -5.304137e-03 -6.520293e-03 3.336619e-02 -7.538390e-02 -5.193492e-03
#> [901] -6.947507e-02 -7.756057e-02 1.133822e-02 -1.193800e-01 9.061485e-02
#> [906] 5.779567e-02 -7.133597e-02 -9.564362e-03 -3.335045e-03 -4.257765e-03
#> [911] 7.330071e-02 4.849094e-02 1.151321e-02 2.454415e-02 1.786855e-02
#> [916] -2.044056e-02 5.151230e-02 3.716488e-03 4.606217e-02 1.782411e-02
#> [921] 1.161130e-02 -1.686500e-02 -1.610950e-02 1.079759e-02 1.369198e-02
#> [926] -3.805663e-02 9.064487e-03 1.157767e-02 7.571105e-03 3.745103e-02
#> [931] 3.160767e-02 -2.788542e-02 2.376793e-02 -2.110007e-02 -2.637528e-02
#> [936] 3.143310e-02 -4.005941e-03 3.177298e-02 -9.717263e-03 6.708784e-03
#> [941] -1.807340e-02 3.368096e-02 -8.171387e-03 2.229277e-02 5.092883e-04
#> [946] 9.007826e-03 6.995391e-03 -3.407855e-02 -2.987091e-04 2.049513e-03
#> [951] 1.545783e-02 2.080550e-02 2.894910e-02 1.373469e-02 9.549220e-03
#> [956] 1.055787e-02 -2.616188e-02 6.911323e-03 3.774871e-02 2.291360e-02
#> [961] -2.237151e-02 -2.825819e-02 1.465765e-02 2.580557e-02 6.256152e-03
#> [966] -4.218420e-02 7.568675e-04 -6.608697e-02 -3.590194e-02 -2.439315e-03
#> [971] 4.445111e-02 7.968515e-03 -8.252661e-02 6.343263e-03 1.329659e-02
#> [976] -1.045092e-01 -1.733934e-01 -5.242694e-02 9.147185e-03 -1.022062e-01
#> [981] -9.382007e-02 1.119685e-01 7.916495e-02 3.797725e-02 1.755190e-02
#> [986] 8.523940e-02 2.213690e-02 2.396498e-02 -1.903196e-02 6.021941e-02
#> [991] 9.698151e-03 -4.378629e-02 3.680461e-02 5.694357e-02 1.691873e-03
#> [996] -8.176734e-02 -4.042579e-02 6.899730e-02 -6.625768e-02 8.813433e-02
#> [1001] 4.530278e-02 -6.101172e-03 6.986301e-02 2.065900e-02 2.171111e-02
#> [1006] 9.615577e-04 2.842520e-02 -1.709347e-02 -1.867941e-02 -1.842364e-02
#> [1011] -5.656868e-02 -7.131952e-02 1.094010e-01 -1.549522e-02 7.316979e-03
#> [1016] 6.070757e-02 3.946816e-02 2.158394e-02 -4.778467e-03 -5.964549e-02
#> [1021] 4.376195e-02 4.899563e-03 1.325428e-02 2.976726e-02 -1.575272e-02
#> [1026] 5.158654e-03 7.770887e-03
#>
#>
#> $datam
#> $datam$X
#> x1
#> [1,] -1.796554e-02
#> [2,] -1.732110e-02
#> [3,] -1.736692e-02
#> [4,] -1.769368e-02
#> [5,] -1.748189e-02
#> [6,] -1.798578e-02
#> [7,] -1.852909e-02
#> [8,] -1.885243e-02
#> [9,] -1.833963e-02
#> [10,] -1.871991e-02
#> [11,] -1.876705e-02
#> [12,] -1.845573e-02
#> [13,] -1.769284e-02
#> [14,] -1.789895e-02
#> [15,] -1.603870e-02
#> [16,] -1.642531e-02
#> [17,] -1.594855e-02
#> [18,] -1.688325e-02
#> [19,] -1.669000e-02
#> [20,] -1.659468e-02
#> [21,] -1.580419e-02
#> [22,] -1.446039e-02
#> [23,] -1.309164e-02
#> [24,] -1.504832e-02
#> [25,] -1.329328e-02
#> [26,] -1.403724e-02
#> [27,] -1.412611e-02
#> [28,] -1.343285e-02
#> [29,] -1.345795e-02
#> [30,] -1.632759e-02
#> [31,] -1.758211e-02
#> [32,] -1.659651e-02
#> [33,] -1.629783e-02
#> [34,] -1.718478e-02
#> [35,] -1.713431e-02
#> [36,] -1.665012e-02
#> [37,] -1.775610e-02
#> [38,] -1.783206e-02
#> [39,] -1.781939e-02
#> [40,] -1.777772e-02
#> [41,] -1.818107e-02
#> [42,] -1.807906e-02
#> [43,] -1.825960e-02
#> [44,] -1.747605e-02
#> [45,] -1.623910e-02
#> [46,] -1.683829e-02
#> [47,] -1.730202e-02
#> [48,] -1.764733e-02
#> [49,] -1.877282e-02
#> [50,] -1.862347e-02
#> [51,] -1.802871e-02
#> [52,] -1.800681e-02
#> [53,] -1.521062e-02
#> [54,] -1.212466e-02
#> [55,] -1.242807e-02
#> [56,] -1.000653e-02
#> [57,] -1.172597e-02
#> [58,] -1.421362e-02
#> [59,] -1.376119e-02
#> [60,] -1.745735e-02
#> [61,] -1.616839e-02
#> [62,] -1.624114e-02
#> [63,] -1.906973e-02
#> [64,] -1.848212e-02
#> [65,] -1.851407e-02
#> [66,] -1.854456e-02
#> [67,] -1.842970e-02
#> [68,] -1.893889e-02
#> [69,] -1.954711e-02
#> [70,] -1.778576e-02
#> [71,] -1.843138e-02
#> [72,] -1.802192e-02
#> [73,] -1.951355e-02
#> [74,] -1.961620e-02
#> [75,] -1.938625e-02
#> [76,] -1.966090e-02
#> [77,] -1.962664e-02
#> [78,] -1.875637e-02
#> [79,] -1.762572e-02
#> [80,] -1.684833e-02
#> [81,] -1.834803e-02
#> [82,] -1.852598e-02
#> [83,] -1.952077e-02
#> [84,] -2.040909e-02
#> [85,] -2.119538e-02
#> [86,] -2.138691e-02
#> [87,] -2.145572e-02
#> [88,] -2.031495e-02
#> [89,] -1.925227e-02
#> [90,] -2.027793e-02
#> [91,] -2.015047e-02
#> [92,] -2.068308e-02
#> [93,] -2.205904e-02
#> [94,] -2.260757e-02
#> [95,] -2.263432e-02
#> [96,] -2.320820e-02
#> [97,] -2.242135e-02
#> [98,] -2.297560e-02
#> [99,] -2.311382e-02
#> [100,] -2.170343e-02
#> [101,] -2.176862e-02
#> [102,] -2.211820e-02
#> [103,] -2.181197e-02
#> [104,] -2.225400e-02
#> [105,] -2.145270e-02
#> [106,] -2.192069e-02
#> [107,] -2.249854e-02
#> [108,] -2.245246e-02
#> [109,] -2.259241e-02
#> [110,] -2.269416e-02
#> [111,] -2.284657e-02
#> [112,] -2.348659e-02
#> [113,] -2.301292e-02
#> [114,] -2.296360e-02
#> [115,] -2.422781e-02
#> [116,] -2.423596e-02
#> [117,] -2.387763e-02
#> [118,] -2.455487e-02
#> [119,] -2.128304e-02
#> [120,] -2.154031e-02
#> [121,] -2.175824e-02
#> [122,] -2.114011e-02
#> [123,] -2.207751e-02
#> [124,] -2.137067e-02
#> [125,] -2.161059e-02
#> [126,] -2.176071e-02
#> [127,] -2.215653e-02
#> [128,] -2.260757e-02
#> [129,] -2.283721e-02
#> [130,] -2.314931e-02
#> [131,] -2.264125e-02
#> [132,] -2.404540e-02
#> [133,] -2.409784e-02
#> [134,] -2.381164e-02
#> [135,] -2.416120e-02
#> [136,] -2.393950e-02
#> [137,] -2.382071e-02
#> [138,] -2.433149e-02
#> [139,] -2.397492e-02
#> [140,] -2.449748e-02
#> [141,] -2.481415e-02
#> [142,] -2.513997e-02
#> [143,] -2.592690e-02
#> [144,] -2.668782e-02
#> [145,] -2.780619e-02
#> [146,] -2.733802e-02
#> [147,] -2.818977e-02
#> [148,] -2.633176e-02
#> [149,] -2.164404e-02
#> [150,] -2.515276e-02
#> [151,] -2.577604e-02
#> [152,] -2.626588e-02
#> [153,] -2.652210e-02
#> [154,] -2.699325e-02
#> [155,] -2.808542e-02
#> [156,] -2.731133e-02
#> [157,] -2.470708e-02
#> [158,] -2.697886e-02
#> [159,] -2.698287e-02
#> [160,] -2.674020e-02
#> [161,] -2.786519e-02
#> [162,] -2.804442e-02
#> [163,] -2.938683e-02
#> [164,] -2.980104e-02
#> [165,] -2.783142e-02
#> [166,] -2.807856e-02
#> [167,] -2.874212e-02
#> [168,] -2.936008e-02
#> [169,] -2.941800e-02
#> [170,] -3.003030e-02
#> [171,] -3.005919e-02
#> [172,] -3.007224e-02
#> [173,] -2.971811e-02
#> [174,] -3.082019e-02
#> [175,] -3.029820e-02
#> [176,] -2.850732e-02
#> [177,] -2.447520e-02
#> [178,] -2.478737e-02
#> [179,] -2.482417e-02
#> [180,] -2.430055e-02
#> [181,] -2.494897e-02
#> [182,] -2.518772e-02
#> [183,] -2.516634e-02
#> [184,] -2.517927e-02
#> [185,] -2.517248e-02
#> [186,] -2.515323e-02
#> [187,] -2.486110e-02
#> [188,] -2.498791e-02
#> [189,] -2.507731e-02
#> [190,] -2.494056e-02
#> [191,] -2.487257e-02
#> [192,] -2.500966e-02
#> [193,] -2.517849e-02
#> [194,] -2.514820e-02
#> [195,] -2.507099e-02
#> [196,] -2.510235e-02
#> [197,] -2.498522e-02
#> [198,] -2.486896e-02
#> [199,] -2.478170e-02
#> [200,] -2.478849e-02
#> [201,] -2.478284e-02
#> [202,] -2.488560e-02
#> [203,] -2.488889e-02
#> [204,] -2.479731e-02
#> [205,] -2.491570e-02
#> [206,] -2.480186e-02
#> [207,] -2.489402e-02
#> [208,] -2.489834e-02
#> [209,] -2.489295e-02
#> [210,] -2.489890e-02
#> [211,] -2.490241e-02
#> [212,] -2.499454e-02
#> [213,] -2.558561e-02
#> [214,] -2.593254e-02
#> [215,] -2.590958e-02
#> [216,] -2.676418e-02
#> [217,] -2.689652e-02
#> [218,] -2.771846e-02
#> [219,] -2.698332e-02
#> [220,] -2.713495e-02
#> [221,] -2.733560e-02
#> [222,] -2.769715e-02
#> [223,] -2.822271e-02
#> [224,] -2.934149e-02
#> [225,] -2.927722e-02
#> [226,] -2.940255e-02
#> [227,] -2.943218e-02
#> [228,] -2.843763e-02
#> [229,] -2.824097e-02
#> [230,] -2.854950e-02
#> [231,] -2.812860e-02
#> [232,] -2.737735e-02
#> [233,] -2.735507e-02
#> [234,] -2.764281e-02
#> [235,] -2.712869e-02
#> [236,] -2.800563e-02
#> [237,] -2.783194e-02
#> [238,] -2.781909e-02
#> [239,] -2.798746e-02
#> [240,] -2.755624e-02
#> [241,] -2.763831e-02
#> [242,] -2.765235e-02
#> [243,] -2.781072e-02
#> [244,] -2.821185e-02
#> [245,] -2.790433e-02
#> [246,] -2.754440e-02
#> [247,] -2.640761e-02
#> [248,] -2.505111e-02
#> [249,] -2.511334e-02
#> [250,] -2.523310e-02
#> [251,] -2.516656e-02
#> [252,] -2.552305e-02
#> [253,] -2.643423e-02
#> [254,] -2.565513e-02
#> [255,] -2.542531e-02
#> [256,] -2.541519e-02
#> [257,] -2.530568e-02
#> [258,] -2.514430e-02
#> [259,] -2.561192e-02
#> [260,] -2.580357e-02
#> [261,] -2.618633e-02
#> [262,] -2.639387e-02
#> [263,] -2.678758e-02
#> [264,] -2.675059e-02
#> [265,] -2.673857e-02
#> [266,] -2.773622e-02
#> [267,] -2.771369e-02
#> [268,] -2.827883e-02
#> [269,] -2.812034e-02
#> [270,] -2.810745e-02
#> [271,] -2.808006e-02
#> [272,] -2.832714e-02
#> [273,] -2.766184e-02
#> [274,] -2.783286e-02
#> [275,] -2.774897e-02
#> [276,] -2.778865e-02
#> [277,] -2.789114e-02
#> [278,] -2.761615e-02
#> [279,] -2.784946e-02
#> [280,] -2.784289e-02
#> [281,] -2.720341e-02
#> [282,] -2.678114e-02
#> [283,] -2.693739e-02
#> [284,] -2.685320e-02
#> [285,] -2.713260e-02
#> [286,] -2.648423e-02
#> [287,] -2.528343e-02
#> [288,] -2.471624e-02
#> [289,] -2.409232e-02
#> [290,] -2.352599e-02
#> [291,] -2.431284e-02
#> [292,] -2.492352e-02
#> [293,] -2.420770e-02
#> [294,] -2.430877e-02
#> [295,] -2.337942e-02
#> [296,] -2.282083e-02
#> [297,] -2.293379e-02
#> [298,] -2.278693e-02
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#> [804,] 1.961227e-02
#> [805,] 2.133340e-02
#> [806,] 2.306381e-02
#> [807,] 1.978537e-02
#> [808,] 2.125093e-02
#> [809,] 2.492488e-02
#> [810,] 2.504438e-02
#> [811,] 2.503137e-02
#> [812,] 2.466910e-02
#> [813,] 2.264624e-02
#> [814,] 2.025557e-02
#> [815,] 1.999007e-02
#> [816,] 1.887205e-02
#> [817,] 1.210525e-02
#> [818,] 1.222434e-02
#> [819,] 1.444076e-02
#> [820,] 1.197325e-02
#> [821,] 1.134544e-02
#> [822,] 9.998397e-03
#> [823,] 8.191748e-03
#> [824,] 6.145203e-03
#> [825,] 6.887548e-03
#> [826,] 1.183495e-02
#> [827,] 1.395376e-02
#> [828,] 1.624352e-02
#> [829,] 1.776486e-02
#> [830,] 1.625023e-02
#> [831,] 1.648727e-02
#> [832,] 1.815529e-02
#> [833,] 1.543431e-02
#> [834,] 1.235373e-02
#> [835,] 1.010886e-02
#> [836,] 1.301851e-02
#> [837,] 1.396911e-02
#> [838,] 1.439475e-02
#> [839,] 1.792423e-02
#> [840,] 1.610878e-02
#> [841,] 1.562731e-02
#> [842,] 1.447969e-02
#> [843,] 9.157784e-03
#> [844,] 1.291877e-02
#> [845,] 1.031377e-02
#> [846,] 7.544495e-03
#> [847,] 7.519499e-03
#> [848,] 6.416797e-03
#> [849,] 4.797966e-03
#> [850,] 6.116557e-03
#> [851,] 6.450236e-03
#> [852,] 6.629092e-03
#> [853,] 5.658482e-03
#> [854,] 4.253932e-03
#> [855,] 5.117445e-03
#> [856,] 1.191273e-03
#> [857,] -1.588413e-03
#> [858,] 1.198926e-03
#> [859,] 2.178476e-04
#> [860,] 7.897666e-04
#> [861,] 7.637026e-04
#> [862,] 6.009773e-03
#> [863,] 5.957686e-03
#> [864,] 6.093394e-03
#> [865,] 8.631681e-03
#> [866,] 9.517493e-03
#> [867,] 1.021780e-02
#> [868,] 1.126777e-02
#> [869,] 1.089135e-02
#> [870,] 1.131972e-02
#> [871,] 1.232128e-02
#> [872,] 1.405941e-02
#> [873,] 1.226845e-02
#> [874,] 1.052839e-02
#> [875,] 8.000165e-03
#> [876,] 9.114346e-03
#> [877,] 9.714758e-03
#> [878,] 7.780216e-03
#> [879,] 7.239409e-03
#> [880,] 5.890332e-03
#> [881,] 7.527967e-03
#> [882,] 6.053358e-03
#> [883,] 3.799329e-03
#> [884,] 2.537974e-03
#> [885,] 3.027392e-03
#> [886,] 1.365331e-03
#> [887,] 2.512429e-03
#> [888,] 6.120888e-03
#> [889,] 5.923821e-03
#> [890,] 5.653463e-03
#> [891,] 3.170044e-03
#> [892,] 1.709707e-03
#> [893,] 1.118002e-03
#> [894,] -2.719282e-03
#> [895,] 2.316139e-03
#> [896,] 4.331784e-03
#> [897,] 3.356201e-03
#> [898,] 3.454779e-03
#> [899,] 7.891671e-03
#> [900,] 4.099602e-03
#> [901,] 4.477818e-03
#> [902,] 3.696013e-03
#> [903,] 1.199299e-03
#> [904,] -2.178633e-03
#> [905,] -4.785378e-03
#> [906,] -1.915529e-03
#> [907,] -1.013736e-03
#> [908,] -4.776954e-03
#> [909,] -2.676121e-03
#> [910,] -4.857925e-03
#> [911,] -3.873101e-03
#> [912,] -4.348080e-03
#> [913,] -8.769965e-03
#> [914,] -6.624542e-03
#> [915,] 2.280199e-03
#> [916,] -2.921035e-05
#> [917,] -3.703287e-03
#> [918,] 6.020406e-04
#> [919,] -1.839040e-04
#> [920,] -2.039037e-03
#> [921,] -2.640589e-03
#> [922,] -3.919838e-03
#> [923,] -4.983803e-03
#> [924,] 7.012407e-04
#> [925,] 9.507213e-04
#> [926,] 2.898127e-04
#> [927,] 1.609572e-04
#> [928,] -2.864269e-03
#> [929,] -3.650634e-03
#> [930,] -4.740158e-03
#> [931,] -2.443016e-03
#> [932,] -4.308878e-03
#> [933,] -5.871478e-03
#> [934,] -4.001791e-03
#> [935,] -3.433530e-03
#> [936,] -6.496315e-03
#> [937,] -7.993260e-03
#> [938,] -8.746932e-03
#> [939,] -6.364963e-03
#> [940,] -9.164187e-03
#> [941,] -5.534879e-03
#> [942,] -3.365701e-03
#> [943,] -4.084719e-03
#> [944,] -5.852074e-03
#> [945,] -4.136396e-03
#> [946,] -6.330901e-03
#> [947,] -1.505192e-03
#> [948,] 7.721802e-04
#> [949,] 8.164409e-04
#> [950,] 8.481288e-04
#> [951,] -2.620342e-04
#> [952,] -2.821947e-03
#> [953,] -4.080122e-03
#> [954,] -4.414209e-03
#> [955,] -5.914031e-03
#> [956,] -3.305977e-03
#> [957,] -2.231258e-03
#> [958,] -4.841184e-03
#> [959,] -2.700106e-03
#> [960,] -3.147311e-03
#> [961,] -1.475849e-03
#> [962,] -3.920884e-04
#> [963,] -2.389576e-03
#> [964,] -3.514586e-03
#> [965,] -3.156517e-03
#> [966,] -4.484426e-03
#> [967,] -8.034726e-03
#> [968,] -6.989688e-03
#> [969,] -8.437469e-03
#> [970,] -8.417127e-03
#> [971,] -8.772243e-03
#> [972,] -5.996333e-03
#> [973,] -4.491473e-03
#> [974,] -6.084293e-03
#> [975,] -5.184520e-03
#> [976,] -6.742777e-03
#> [977,] -7.617463e-03
#> [978,] -4.093846e-03
#> [979,] -1.506505e-02
#> [980,] -2.102472e-02
#> [981,] -1.088384e-02
#> [982,] -1.214309e-02
#> [983,] -1.722145e-02
#> [984,] -9.311394e-03
#> [985,] -7.415708e-03
#> [986,] -9.063277e-03
#> [987,] -8.258841e-03
#> [988,] -9.439011e-03
#> [989,] -1.106129e-02
#> [990,] -9.412927e-03
#> [991,] -1.109413e-02
#> [992,] -5.815609e-03
#> [993,] -7.698150e-03
#> [994,] -7.613440e-03
#> [995,] -5.498682e-03
#> [996,] -7.974011e-03
#> [997,] -1.116897e-02
#> [998,] -1.368306e-02
#> [999,] -1.364351e-02
#> [1000,] -1.894908e-02
#> [1001,] -1.714824e-02
#> [1002,] -1.426517e-02
#> [1003,] -1.341332e-02
#> [1004,] -9.823285e-03
#> [1005,] -7.712566e-03
#> [1006,] -8.555050e-03
#> [1007,] -8.139999e-03
#> [1008,] -9.546907e-03
#> [1009,] -1.232891e-02
#> [1010,] -1.090152e-02
#> [1011,] -1.492038e-02
#> [1012,] -1.997698e-02
#> [1013,] -2.409923e-02
#> [1014,] -2.160947e-02
#> [1015,] -2.397077e-02
#> [1016,] -2.604407e-02
#> [1017,] -2.490792e-02
#> [1018,] -2.280506e-02
#> [1019,] -2.120768e-02
#> [1020,] -2.404089e-02
#> [1021,] -2.760433e-02
#> [1022,] -2.654142e-02
#> [1023,] -2.904141e-02
#> [1024,] -2.810441e-02
#> [1025,] -2.695437e-02
#> [1026,] -2.589461e-02
#> [1027,] -2.753051e-02
#>
#> $datam$y
#> [1] -0.0336142232 0.0743464346 0.0239156934 0.0374190191 -0.0548459550
#> [6] 0.0674833613 0.0034610937 -0.0245883191 -0.0135959048 0.0978380008
#> [11] 0.0118149663 0.0008752041 -0.0322703873 0.0064836888 0.0513183624
#> [16] 0.0015605909 0.0069116932 0.1154930843 -0.0130047384 0.0407199137
#> [21] -0.0070719849 -0.0106839307 0.0071548211 -0.0546760256 0.0968867761
#> [26] 0.0333171715 0.0751761108 -0.0578031283 -0.2027452114 -0.1245256295
#> [31] 0.0186912196 0.0236426155 0.0141682987 0.0861302181 -0.0117290373
#> [36] -0.0179377847 -0.1726427881 0.0411485397 -0.0045067743 -0.1519064308
#> [41] -0.0693113158 -0.0061662162 -0.0940806563 0.0559849308 0.1068106348
#> [46] -0.0855157694 -0.0849299253 -0.1313117661 0.1289032889 -0.1099323304
#> [51] 0.0068658326 -0.3171778608 0.0976025485 -0.1282024030 -0.1707586326
#> [56] 0.0083494307 0.0598181927 -0.1531840458 -0.2135581092 -0.2324940034
#> [61] 0.0098469840 0.3053831959 0.3002266943 -0.0317075264 -0.1021225573
#> [66] -0.0266167769 0.0152781989 -0.0355054918 -0.1989187783 0.0730590033
#> [71] 0.3413577034 0.1025055102 0.1243784315 -0.0565801126 0.1190114202
#> [76] -0.1627985371 -0.1133686492 0.1119161900 0.0036665567 0.0896612212
#> [81] -0.0239590804 0.0100975152 -0.0301924786 -0.0941960980 0.0199457475
#> [86] -0.1345745517 0.0576448452 -0.0026884630 -0.0437223649 0.0910001591
#> [91] -0.0044323689 -0.0547789514 -0.0279915431 -0.0349728979 0.0796914792
#> [96] 0.0226472390 0.0628567648 0.0835538674 0.0172604929 0.0175646287
#> [101] 0.0650648389 0.0342061155 0.0258071197 0.0651805107 0.0125681816
#> [106] 0.0148496256 -0.0864903744 0.0508062983 0.0187597688 0.0535207735
#> [111] 0.0100586804 0.0069446454 0.0703631381 -0.0045578695 -0.0143485155
#> [116] 0.0379584811 0.0084914339 -0.0154217605 -0.0852699515 -0.0021115234
#> [121] -0.0639902058 0.0855217436 -0.0621935874 -0.1481448466 -0.0882840865
#> [126] -0.0885871361 -0.0629371458 0.0125433587 0.0665728048 -0.2954147956
#> [131] 0.1658676728 -0.0495795020 0.1952460537 0.0682039323 -0.0221476305
#> [136] 0.0281877270 0.0697119182 -0.0605194061 0.0398495140 -0.0731415507
#> [141] 0.0339432473 -0.1530535512 -0.0047368067 0.0660348961 -0.0837370133
#> [146] 0.1100012611 -0.0657123908 0.1620256890 -0.0294481616 -0.0491045793
#> [151] 0.0378313510 -0.0470810982 -0.0039409645 0.0138663550 -0.0112303656
#> [156] -0.2660406250 0.1024092784 0.0179176198 0.0026409953 0.0266602074
#> [161] 0.0558717970 -0.0413975404 -0.0012826309 -0.0507590689 -0.0101560830
#> [166] 0.0035422012 -0.0711705727 0.0165414092 0.0562745532 0.0400697202
#> [171] -0.0067014735 -0.0010753314 -0.0680826574 -0.0301223622 -0.0468982809
#> [176] 0.0140625644 -0.0236564714 -0.0660506048 -0.0317424274 0.0678251717
#> [181] 0.0053976771 0.0300412185 0.0210385356 0.0286932790 0.0549925488
#> [186] -0.0154656959 0.0513973309 0.0638500055 0.0406341911 0.0484801098
#> [191] -0.0011780112 0.0447290128 0.0102247634 -0.0667005683 0.0166389678
#> [196] 0.0206059708 -0.0283446996 -0.0698757186 0.0755869769 0.0038811457
#> [201] -0.0073496701 0.0262969276 -0.0143701951 0.0388449423 0.0442420466
#> [206] -0.0311447831 0.0154055140 -0.0025430498 -0.0094067904 0.0106427322
#> [211] 0.0387083365 0.0031108905 0.0633984094 -0.0501070499 0.0843526713
#> [216] 0.0099166427 -0.0119966204 -0.0211148403 0.0566245379 0.0278798710
#> [221] 0.0178742259 0.0433816725 0.0054352980 0.0599845813 -0.0787519322
#> [226] 0.0453643427 0.0290877015 0.0117962287 -0.0410324655 -0.0221516214
#> [231] -0.0754385162 -0.1138747150 -0.0033364983 -0.0098033676 0.0370775964
#> [236] 0.0230845804 -0.0059307176 -0.0137657625 -0.0431856074 -0.0072180305
#> [241] 0.0452936267 0.0272253204 -0.0282803890 -0.0041486844 0.0178883687
#> [246] -0.0324662715 0.0242320791 -0.0418983618 -0.0440669124 0.0789410827
#> [251] 0.0147243129 0.0689632510 0.0079739049 -0.0560436775 0.0155456112
#> [256] -0.0390911067 0.0534922241 -0.1114575719 0.0409659468 0.0003520271
#> [261] -0.0477463850 0.0338686236 -0.0201386594 -0.0388937599 0.0036953431
#> [266] 0.0548498503 0.0066685288 0.0235407155 0.0301885802 0.0124513377
#> [271] 0.0399976864 0.0101660160 0.0115963998 0.0030943894 0.0373803969
#> [276] 0.0339952276 -0.0661651439 0.0194858383 0.0419110924 0.0378744325
#> [281] -0.0044839500 0.0250726660 0.0489693247 0.0475468495 0.0013404453
#> [286] -0.0199518756 0.0463305530 -0.0456345958 -0.0357152842 0.0697010359
#> [291] 0.0338812072 -0.0113701071 -0.0086794968 0.0110149012 0.0273596629
#> [296] 0.0033712285 -0.0307196400 0.0530471445 -0.0533463124 0.0255507712
#> [301] 0.0427933412 0.0053650636 -0.0116449321 -0.0167960883 -0.0062929875
#> [306] 0.0490056106 0.0237302634 -0.0136305868 -0.0052839258 -0.0265412482
#> [311] -0.0361852835 0.0004087476 -0.0221695380 0.0207914276 -0.0558310676
#> [316] 0.0016478823 0.0464195757 0.0091232316 -0.0048584193 0.0554785688
#> [321] 0.0031911678 0.0196683023 0.0427440637 0.0318715456 -0.0074215974
#> [326] 0.0546564747 -0.0364073002 0.0718591533 -0.0280976208 0.0835279240
#> [331] 0.0439374774 0.0056160724 0.0103151952 -0.0058670792 0.0264683667
#> [336] -0.0060836339 0.0704375739 0.0466837727 -0.0114738483 0.0100931416
#> [341] -0.0361958494 0.0725694344 -0.0171268559 -0.0445986645 0.0462772882
#> [346] 0.0570616797 -0.0222505728 -0.0603950519 0.0450023960 0.0342701273
#> [351] -0.0544359601 -0.0415446061 0.0120436339 -0.0173328771 0.0227590945
#> [356] -0.0455943873 -0.0247078274 0.0220788688 0.0314402663 0.0242073965
#> [361] -0.0037107692 0.0086143157 -0.0576916858 -0.0670236267 -0.0431348975
#> [366] 0.0146101731 -0.0512934954 0.0448805983 -0.0155205026 0.0274565681
#> [371] 0.0290270706 0.0132374985 0.0214909011 0.0389321242 0.0072916168
#> [376] 0.0419069698 0.0182646217 0.0174981210 0.0444342208 -0.0053823180
#> [381] -0.0021947530 -0.0019072080 0.0289943180 0.0096743518 -0.0093997048
#> [386] 0.0304944188 -0.0203891595 -0.0536434316 0.0105213389 0.0072736895
#> [391] 0.0140482029 -0.0786802260 0.0175208614 -0.0203028108 -0.0311818837
#> [396] 0.0299195334 0.0162387567 -0.0327887934 0.0323238281 -0.0671955714
#> [401] -0.0072096869 0.0411910794 0.0324945991 0.0525639322 0.0302861385
#> [406] 0.0230993646 -0.0034216208 0.0137656083 -0.0384611982 0.0265496359
#> [411] 0.0153389984 -0.0306578009 0.0264415214 0.0387550101 -0.0104843045
#> [416] -0.0427859022 0.0221211075 -0.0156734007 -0.0767185886 -0.0805425571
#> [421] -0.0813831508 0.0567139722 0.0042466497 -0.0570988199 0.0229167832
#> [426] 0.1015361452 -0.0105662194 0.0433963105 -0.0217408920 0.0284541073
#> [431] 0.0342047705 0.0034849551 -0.0259257628 -0.0014546057 0.0426086879
#> [436] -0.0280868479 0.0279531946 -0.0078119703 0.0164751023 0.0175769720
#> [441] 0.0067953565 0.0089453736 -0.0001900977 0.0079576287 0.0085520618
#> [446] 0.0090677639 -0.0199454811 0.0248947266 -0.0010640150 -0.0090848124
#> [451] 0.0001900517 0.0272205555 -0.0087933017 -0.0197196387 0.0319660843
#> [456] -0.0148818485 -0.0585342145 0.0153026826 0.0178470975 0.0163848636
#> [461] 0.0223296604 -0.0075468142 0.0044532446 -0.0035058789 -0.0249947761
#> [466] -0.0307877568 0.0167976099 -0.0623007973 -0.0194982779 -0.0144978986
#> [471] -0.0848895099 -0.0083681119 0.0426920218 -0.0065315968 -0.0048721315
#> [476] 0.0790743878 -0.0074114882 0.0284647454 0.0380435481 -0.0609879122
#> [481] 0.0144553255 0.0384497091 -0.0275544731 0.0274607021 -0.0309799008
#> [486] -0.0025910960 0.0181997039 -0.0564866949 -0.0319199785 0.0084803417
#> [491] 0.0660465659 -0.0018503898 0.0060184880 -0.0172167579 0.0071328950
#> [496] 0.0230462156 -0.0061151271 0.0451445542 -0.0500745172 -0.0142602266
#> [501] -0.0499507407 0.0225390274 0.0076125567 -0.0071216916 -0.0589494163
#> [506] -0.0602427288 0.0371679119 -0.0450532409 0.0352758444 -0.0318982356
#> [511] -0.0231517807 -0.0850911569 0.0519179401 -0.0160548446 -0.1063065139
#> [516] -0.0465955698 -0.0509410618 0.0546019212 0.0315079188 0.0263461096
#> [521] -0.0069403832 0.0509369929 0.0397172322 0.0233600001 0.0052424296
#> [526] 0.0345075223 0.0238036050 -0.0528510186 -0.0013101045 -0.0489859103
#> [531] 0.0285484864 -0.0177274048 -0.0489714817 0.0045829442 0.0775752377
#> [536] -0.0024717395 0.0245181214 0.0094053221 -0.0039803701 0.0099336474
#> [541] -0.0311470937 -0.0040105687 0.0324335360 -0.0170978664 0.0031848376
#> [546] 0.0455658464 -0.0006607696 -0.0276490835 -0.0365697894 -0.0080897289
#> [551] -0.0557132378 -0.0227866833 -0.0102960866 0.0281073183 -0.0451221341
#> [556] 0.0371590099 -0.0088992226 -0.1269800541 0.0202136517 -0.0191746144
#> [561] -0.0209093344 -0.0249643158 -0.0390617272 -0.0350993308 -0.0223469147
#> [566] -0.0915672531 -0.0875821438 -0.1256366187 0.1513075343 -0.0744704130
#> [571] -0.0246528095 0.1354674619 0.0448986633 -0.0013926289 0.0538919650
#> [576] 0.0401527525 0.0234299731 -0.0811122069 -0.0174286591 -0.0423089540
#> [581] 0.0445331230 0.0132010956 -0.0180975651 0.1150658409 -0.0209064482
#> [586] 0.0184196745 -0.0114549746 -0.0193816847 0.0301249830 -0.0211034460
#> [591] -0.0083429829 0.0212161418 -0.0323626836 -0.0097101505 0.0475749767
#> [596] -0.0659783826 -0.0195303734 -0.0123685940 -0.0127820755 -0.0261454729
#> [601] 0.0437139051 -0.0257929868 -0.0191552867 -0.0030025266 -0.0536565669
#> [606] 0.0270452335 -0.0048728061 -0.0745366795 -0.0143653578 0.0211325146
#> [611] 0.0650357510 -0.0018800240 -0.0181751503 0.0560916348 0.0142344997
#> [616] -0.0260591238 -0.0983037629 0.0267379283 -0.0032565988 0.0182994658
#> [621] -0.0368239064 0.0553405759 -0.0110085723 -0.0340209489 0.0331082406
#> [626] -0.0021401015 0.0420721705 -0.0108812169 -0.0785474875 0.0466928451
#> [631] -0.0030956798 0.0338496559 -0.0080364576 -0.1114495523 0.0359537961
#> [636] 0.0323103807 0.0000864577 0.0625103608 0.0090564531 0.0135555878
#> [641] 0.0046122721 0.0861110585 -0.0581227530 -0.0574687076 0.0163644119
#> [646] 0.0112804918 -0.0488022155 0.0006793514 -0.0191027798 -0.0184201056
#> [651] -0.0737901539 -0.0619443896 0.0401633188 0.0194063096 -0.0453335493
#> [656] -0.0132131120 -0.0576504939 -0.0245595652 0.0241475732 -0.0492953863
#> [661] -0.0233182316 -0.0242336596 0.1052830178 -0.0139728980 0.0988903054
#> [666] 0.0390364413 0.0009446405 0.0240554258 0.0112894977 0.0138022553
#> [671] 0.0587566702 -0.0225885288 0.0265183780 -0.0422989168 0.0014846220
#> [676] -0.0006067874 -0.0292710832 0.0143329897 -0.0154045611 -0.0170910611
#> [681] -0.0432122588 0.0088759045 -0.0081282660 -0.0690294306 0.0196485672
#> [686] -0.0250132722 0.0894824536 -0.0175500919 -0.0058381095 -0.0125447866
#> [691] 0.0121994799 0.0537106529 -0.0031761137 -0.0089986809 -0.0071712067
#> [696] 0.0474382517 -0.0056213696 -0.0150579089 -0.0094143683 -0.0433799480
#> [701] 0.0320290755 0.0542033040 0.0289572098 -0.0022966730 0.0715698527
#> [706] 0.0364058821 -0.0338286761 0.0499170677 0.0036693476 -0.0784242792
#> [711] 0.0702780938 -0.1015913031 0.0447283887 0.0194422030 -0.0444735291
#> [716] 0.1246151199 0.0281279021 0.0067477816 -0.0081639602 0.0023147586
#> [721] 0.0304726295 0.0308104604 0.0251906949 -0.0289917324 -0.2479990320
#> [726] -0.0747736213 0.0617095802 0.0015259562 0.0388865954 -0.0138571156
#> [731] 0.0128010773 -0.0046638207 0.0289034968 -0.0187688641 -0.0387309274
#> [736] 0.0386150977 0.0100215065 -0.0327741181 0.0156524625 0.0612417050
#> [741] -0.0475564668 0.0152373789 0.0444810092 0.0184264176 -0.0215122923
#> [746] 0.0826002870 0.0018581489 -0.0214230265 -0.0279653743 0.0112573705
#> [751] 0.0026854983 -0.0852885739 0.0132375503 0.0179677448 -0.0462168360
#> [756] 0.0880489354 -0.0176252469 -0.0176966050 -0.0967282392 -0.0540185681
#> [761] -0.0165974638 0.0449772581 0.0124731383 0.0422164460 0.0667548104
#> [766] 0.0098817256 -0.0098642136 0.0362487908 -0.0624033499 0.0353963260
#> [771] 0.0130783268 -0.0332375382 0.0100978786 -0.0461921041 0.0981710771
#> [776] -0.0352715069 0.0050805953 -0.0168169134 0.0197958898 -0.0110625040
#> [781] -0.0231331738 0.0371895910 -0.0301320823 0.0031337814 0.0015228171
#> [786] 0.0241887034 0.0027740993 0.0013912108 0.0086262675 0.0129749720
#> [791] -0.0354319655 0.0219711391 -0.0044362623 -0.0154607713 0.0327219004
#> [796] -0.0161020007 0.0116609329 -0.0134285553 0.0051007775 0.0246644992
#> [801] -0.0377820197 -0.0483014028 0.0130892270 0.0029351823 -0.0392679043
#> [806] 0.0326153557 0.0346054466 -0.0392331849 0.0200609244 -0.0424617324
#> [811] 0.0036073819 0.0158211490 0.0253273000 0.0184394023 0.0229048688
#> [816] 0.0296677510 0.0112823601 0.0212797595 -0.0072408979 0.0313137948
#> [821] -0.0160821021 0.0326695815 0.0067276755 0.0226855714 0.0002845930
#> [826] 0.0012318043 0.0055629132 0.0140126397 -0.0080448859 -0.0533391715
#> [831] 0.0188143825 0.0426255135 0.0073806264 0.0675368309 -0.0264720945
#> [836] 0.0537959621 -0.0041183360 -0.0578722224 0.0553082238 0.0458602388
#> [841] 0.0211811090 0.0728366360 -0.0646192070 0.0469566875 -0.0451283455
#> [846] 0.0286511816 0.0061920849 0.0017816760 0.0623083433 0.0382839889
#> [851] -0.0038698423 -0.0215766632 0.0347901627 -0.0282040465 -0.1671920447
#> [856] 0.0709907993 0.0619502956 0.0294845733 0.0589474697 0.0465381154
#> [861] -0.0455758085 0.0307755641 0.0225629402 -0.0432205748 0.0495880047
#> [866] -0.0386639150 -0.0162427330 -0.0326835862 0.0538361132 0.0038705695
#> [871] 0.0512615913 -0.0566315776 -0.0193223861 0.0869211474 -0.0580097182
#> [876] -0.0318063457 0.0329652782 -0.0285694704 0.0463113113 -0.0615860759
#> [881] -0.0081274587 -0.0857804088 -0.0025602894 0.0195270009 -0.1095081946
#> [886] -0.0601422606 0.0821318403 -0.0177116184 -0.0361327219 0.0037473916
#> [891] -0.0688716285 -0.0930768668 0.0201880426 0.0641713474 -0.0074117145
#> [896] -0.0093996608 -0.0106158166 0.0292706700 -0.0794794189 -0.0092890157
#> [901] -0.0735705933 -0.0816560985 0.0072426941 -0.1234754934 0.0865193291
#> [906] 0.0537001447 -0.0754314888 -0.0136598851 -0.0074305680 -0.0083532887
#> [911] 0.0692051820 0.0443954205 0.0074176885 0.0204486295 0.0137730249
#> [916] -0.0245360832 0.0474167809 -0.0003790356 0.0419666418 0.0137285862
#> [921] 0.0075157804 -0.0209605284 -0.0202050233 0.0067020703 0.0095964608
#> [926] -0.0421521564 0.0049689639 0.0074821428 0.0034755813 0.0333555022
#> [931] 0.0275121488 -0.0319809459 0.0196724038 -0.0251955955 -0.0304708079
#> [936] 0.0273375793 -0.0081014645 0.0276774539 -0.0138127863 0.0026132602
#> [941] -0.0221689281 0.0295854330 -0.0122669103 0.0181972471 -0.0035862351
#> [946] 0.0049123030 0.0028998672 -0.0381740708 -0.0043942326 -0.0020460100
#> [951] 0.0113623100 0.0167099796 0.0248535736 0.0096391621 0.0054536970
#> [956] 0.0064623511 -0.0302574050 0.0028157995 0.0336531841 0.0188180744
#> [961] -0.0264670343 -0.0323537090 0.0105621247 0.0217100438 0.0021606289
#> [966] -0.0462797217 -0.0033386560 -0.0701824958 -0.0399974607 -0.0065348382
#> [971] 0.0403555871 0.0038729915 -0.0866221375 0.0022477399 0.0092010661
#> [976] -0.1086046772 -0.1774889342 -0.0565224619 0.0050516611 -0.1063017719
#> [981] -0.0979155897 0.1078729824 0.0750694215 0.0338817270 0.0134563739
#> [986] 0.0811438733 0.0180413762 0.0198694556 -0.0231274794 0.0561238891
#> [991] 0.0056026271 -0.0478818099 0.0327090818 0.0528480457 -0.0024036504
#> [996] -0.0858628654 -0.0445213180 0.0649017755 -0.0703532049 0.0840388115
#> [1001] 0.0412072525 -0.0101966959 0.0657674880 0.0165634777 0.0176155856
#> [1006] -0.0031339658 0.0243296762 -0.0211889949 -0.0227749286 -0.0225191657
#> [1011] -0.0606642059 -0.0754150450 0.1053055035 -0.0195907415 0.0032214555
#> [1016] 0.0566120430 0.0353726401 0.0174884141 -0.0088739906 -0.0637410142
#> [1021] 0.0396664288 0.0008040395 0.0091587576 0.0256717347 -0.0198482431
#> [1026] 0.0010631305 0.0036753637
#>
#>
#> $delta
#> [,1]
#> [1,] -0.1025467
#>
#> $vcov
#> [,1]
#> [1,] 0.005208827
#>
#> $ols
#> $ols$coefficients
#> Intercept x1
#> 0.006996237 -0.061926638
#>
#> $ols$se
#> Intercept x1
#> 0.003630537 0.068374922
#>
#> $ols$tstat
#> Intercept x1
#> 1.9270529 -0.9056923
#>
#> $ols$residuals
#> [1] -3.472677e-02 7.327380e-02 2.284022e-02 3.632331e-02 -5.592855e-02
#> [6] 6.636956e-02 2.313649e-03 -2.575579e-02 -1.473162e-02 9.667874e-02
#> [11] 1.065279e-02 -2.676971e-04 -3.336605e-02 5.375267e-03 5.032514e-02
#> [16] 5.434268e-04 5.924053e-03 1.144476e-01 -1.403829e-02 3.969226e-02
#> [21] -8.050685e-03 -1.157941e-02 6.344100e-03 -5.560792e-02 9.606357e-02
#> [26] 3.244789e-02 7.430133e-02 -5.863498e-02 -2.035786e-01 -1.255367e-01
#> [31] 1.760242e-02 2.261485e-02 1.315903e-02 8.506602e-02 -1.279011e-02
#> [36] -1.896887e-02 -1.737424e-01 4.004426e-02 -5.610269e-03 -1.530073e-01
#> [41] -7.043721e-02 -7.285792e-03 -9.521141e-02 5.490270e-02 1.058050e-01
#> [46] -8.655851e-02 -8.600138e-02 -1.324046e-01 1.277408e-01 -1.110856e-01
#> [51] 5.749375e-03 -3.182930e-01 9.666061e-02 -1.289532e-01 -1.715283e-01
#> [56] 7.729760e-03 5.909204e-02 -1.540642e-01 -2.144103e-01 -2.335751e-01
#> [61] 8.845730e-03 3.043774e-01 2.990458e-01 -3.285206e-02 -1.032691e-01
#> [66] -2.776518e-02 1.413691e-02 -3.667831e-02 -2.001293e-01 7.195759e-02
#> [71] 3.402163e-01 1.013895e-01 1.231700e-01 -5.779488e-02 1.178109e-01
#> [76] -1.640161e-01 -1.145841e-01 1.107547e-01 2.575055e-03 8.861786e-02
#> [81] -2.509531e-02 8.950263e-03 -3.140133e-02 -9.545996e-02 1.863319e-02
#> [86] -1.358990e-01 5.631616e-02 -3.946499e-03 -4.491459e-02 8.974442e-02
#> [91] -5.680220e-03 -5.605979e-02 -2.935759e-02 -3.637291e-02 7.828981e-02
#> [96] 2.121003e-02 6.146829e-02 8.213107e-02 1.582913e-02 1.622061e-02
#> [101] 6.371678e-02 3.283641e-02 2.445638e-02 6.380240e-02 1.123969e-02
#> [106] 1.349215e-02 -8.788363e-02 4.941589e-02 1.736070e-02 5.211540e-02
#> [111] 8.643869e-03 5.490200e-03 6.893803e-02 -5.979928e-03 -1.584886e-02
#> [116] 3.645763e-02 7.012772e-03 -1.694236e-02 -8.658794e-02 -3.445442e-03
#> [121] -6.533762e-02 8.421261e-02 -6.356077e-02 -1.494683e-01 -8.962236e-02
#> [126] -8.993470e-02 -6.430923e-02 1.114335e-02 6.515857e-02 -2.968484e-01
#> [131] 1.644656e-01 -5.106855e-02 1.937538e-01 6.672936e-02 -2.364385e-02
#> [136] 2.670523e-02 6.823678e-02 -6.202617e-02 3.836483e-02 -7.465860e-02
#> [141] 3.240659e-02 -1.546104e-01 -6.342372e-03 6.438221e-02 -8.545896e-02
#> [146] 1.083083e-01 -6.745809e-02 1.603951e-01 -3.078850e-02 -5.066221e-02
#> [151] 3.623513e-02 -4.870766e-02 -5.583389e-03 1.219475e-02 -1.296960e-02
#> [156] -2.677319e-01 1.008793e-01 1.624691e-02 9.700371e-04 2.500428e-02
#> [161] 5.414620e-02 -4.313424e-02 -3.102459e-03 -5.260455e-02 -1.187959e-02
#> [166] 1.803390e-03 -7.295048e-02 1.472324e-02 5.445280e-02 3.821004e-02
#> [171] -8.562938e-03 -2.937604e-03 -6.992300e-02 -3.203095e-02 -4.877455e-02
#> [176] 1.229720e-02 -2.517214e-02 -6.758560e-02 -3.327970e-02 6.632032e-02
#> [181] 3.852671e-03 2.848143e-02 1.948007e-02 2.713401e-02 5.343370e-02
#> [186] -1.702335e-02 4.985777e-02 6.230259e-02 3.908124e-02 4.693562e-02
#> [191] -2.718286e-03 4.318025e-02 8.665544e-03 -6.825791e-02 1.508641e-02
#> [196] 1.905147e-02 -2.989195e-02 -7.141577e-02 7.405233e-02 2.346078e-03
#> [201] -8.884388e-03 2.475585e-02 -1.591148e-02 3.730933e-02 4.269910e-02
#> [206] -3.268068e-02 1.386391e-02 -4.084921e-03 -1.094833e-02 9.100827e-03
#> [211] 3.716621e-02 1.563062e-03 6.181398e-02 -5.171296e-02 8.274818e-02
#> [216] 8.259227e-03 -1.366223e-02 -2.283135e-02 5.495355e-02 2.619949e-02
#> [221] 1.618142e-02 4.166648e-02 3.687561e-03 5.816756e-02 -8.056497e-02
#> [226] 4.354354e-02 2.726507e-02 1.003518e-02 -4.278133e-02 -2.391960e-02
#> [231] -7.718043e-02 -1.155701e-01 -5.030506e-03 -1.151519e-02 3.539761e-02
#> [236] 2.135029e-02 -7.654256e-03 -1.548851e-02 -4.491878e-02 -8.924495e-03
#> [241] 4.358208e-02 2.551290e-02 -3.000261e-02 -5.895750e-03 1.616035e-02
#> [246] -3.417200e-02 2.259674e-02 -4.344969e-02 -4.562210e-02 7.737848e-02
#> [251] 1.316583e-02 6.738269e-02 6.336922e-03 -5.763241e-02 1.397111e-02
#> [256] -4.066498e-02 5.192513e-02 -1.130147e-01 3.937989e-02 -1.245902e-03
#> [261] -4.936802e-02 3.223414e-02 -2.179752e-02 -4.055033e-02 2.039513e-03
#> [266] 5.313224e-02 4.952313e-03 2.178950e-02 2.844718e-02 1.071074e-02
#> [271] 3.825878e-02 8.411811e-03 9.883395e-03 1.370794e-03 3.566200e-02
#> [276] 3.227437e-02 -6.789235e-02 1.777566e-02 4.018647e-02 3.615022e-02
#> [281] -6.168566e-03 2.341420e-02 4.730118e-02 4.588392e-02 -3.397854e-04
#> [286] -2.159195e-02 4.476484e-02 -4.716519e-02 -3.720724e-02 6.824415e-02
#> [291] 3.237559e-02 -1.291354e-02 -1.017860e-02 9.509541e-03 2.591185e-02
#> [296] 1.958011e-03 -3.213985e-02 5.163603e-02 -5.479543e-02 2.404247e-02
#> [301] 4.130681e-02 3.885652e-03 -1.311710e-02 -1.822503e-02 -7.658510e-03
#> [306] 4.758439e-02 2.233439e-02 -1.498178e-02 -6.649198e-03 -2.785770e-02
#> [311] -3.745562e-02 -8.128054e-04 -2.332644e-02 1.955019e-02 -5.706525e-02
#> [316] 4.262432e-04 4.506420e-02 7.758013e-03 -6.184162e-03 5.406398e-02
#> [321] 1.891057e-03 1.829705e-02 4.136693e-02 3.047435e-02 -8.784672e-03
#> [326] 5.324093e-02 -3.785274e-02 7.044073e-02 -2.950881e-02 8.211118e-02
#> [331] 4.254617e-02 4.214001e-03 8.999030e-03 -7.153123e-03 2.515273e-02
#> [336] -7.377186e-03 6.912491e-02 4.539921e-02 -1.271915e-02 8.850012e-03
#> [341] -3.745452e-02 7.127924e-02 -1.839948e-02 -4.587859e-02 4.497570e-02
#> [346] 5.577278e-02 -2.347609e-02 -6.157975e-02 4.374070e-02 3.302240e-02
#> [351] -5.559590e-02 -4.265204e-02 1.092318e-02 -1.840735e-02 2.170984e-02
#> [356] -4.658202e-02 -2.580988e-02 2.098811e-02 3.037102e-02 2.320804e-02
#> [361] -4.700450e-03 7.714000e-03 -5.856693e-02 -6.789174e-02 -4.402257e-02
#> [366] 1.375257e-02 -5.233980e-02 4.374100e-02 -1.660558e-02 2.631920e-02
#> [371] 2.786337e-02 1.203672e-02 2.031137e-02 3.781486e-02 6.283653e-03
#> [376] 4.106808e-02 1.747740e-02 1.667691e-02 4.358540e-02 -6.152868e-03
#> [381] -2.831831e-03 -2.601631e-03 2.832304e-02 9.084810e-03 -9.994069e-03
#> [386] 2.990069e-02 -2.098718e-02 -5.420481e-02 9.988725e-03 6.685248e-03
#> [391] 1.353559e-02 -7.910344e-02 1.704334e-02 -2.084513e-02 -3.181952e-02
#> [396] 2.937142e-02 1.561327e-02 -3.347509e-02 3.150742e-02 -6.794949e-02
#> [401] -7.998205e-03 4.042171e-02 3.178875e-02 5.174440e-02 2.962527e-02
#> [406] 2.235532e-02 -4.142470e-03 1.301971e-02 -3.917070e-02 2.587443e-02
#> [411] 1.466111e-02 -3.129560e-02 2.576246e-02 3.805664e-02 -1.115638e-02
#> [416] -4.339789e-02 2.152515e-02 -1.629560e-02 -7.743014e-02 -8.127277e-02
#> [421] -8.212726e-02 5.600985e-02 3.610595e-03 -5.780052e-02 2.220988e-02
#> [426] 1.008167e-01 -1.129121e-02 4.266032e-02 -2.245330e-02 2.775525e-02
#> [431] 3.351170e-02 2.817714e-03 -2.658814e-02 -2.112623e-03 4.195125e-02
#> [436] -2.873904e-02 2.731120e-02 -8.424829e-03 1.585345e-02 1.697553e-02
#> [441] 6.218888e-03 8.382464e-03 -7.549399e-04 7.388718e-03 7.976728e-03
#> [446] 8.471613e-03 -2.052967e-02 2.432140e-02 -1.651766e-03 -9.668920e-03
#> [451] -3.858382e-04 2.664762e-02 -9.373384e-03 -2.028519e-02 3.138732e-02
#> [456] -1.546078e-02 -5.910606e-02 1.472906e-02 1.727926e-02 1.584281e-02
#> [461] 2.181612e-02 -8.062888e-03 3.988957e-03 -3.917498e-03 -2.537105e-02
#> [466] -3.104149e-02 1.643088e-02 -6.261631e-02 -1.977565e-02 -1.477234e-02
#> [471] -8.513605e-02 -8.502101e-03 4.242845e-02 -6.865648e-03 -5.112477e-03
#> [476] 7.865344e-02 -7.872278e-03 2.813262e-02 3.762804e-02 -6.126476e-02
#> [481] 1.422095e-02 3.836111e-02 -2.766183e-02 2.741291e-02 -3.101159e-02
#> [486] -2.436317e-03 1.844197e-02 -5.632110e-02 -3.185799e-02 8.590632e-03
#> [491] 6.623743e-02 -1.767303e-03 6.123655e-03 -1.717387e-02 7.062306e-03
#> [496] 2.299790e-02 -6.098844e-03 4.522271e-02 -4.984751e-02 -1.383346e-02
#> [501] -4.942063e-02 2.307079e-02 8.163491e-03 -6.747740e-03 -5.832049e-02
#> [506] -5.972064e-02 3.766886e-02 -4.446496e-02 3.614493e-02 -3.122187e-02
#> [511] -2.230643e-02 -8.416517e-02 5.284467e-02 -1.539411e-02 -1.055485e-01
#> [516] -4.561984e-02 -4.974512e-02 5.557853e-02 3.240864e-02 2.731184e-02
#> [521] -6.116277e-03 5.182444e-02 4.027681e-02 2.401977e-02 5.679232e-03
#> [526] 3.504042e-02 2.411813e-02 -5.235174e-02 -7.811835e-04 -4.836172e-02
#> [531] 2.919248e-02 -1.727484e-02 -4.857895e-02 4.913206e-03 7.793201e-02
#> [536] -2.112643e-03 2.494613e-02 9.816842e-03 -3.494908e-03 1.042637e-02
#> [541] -3.077182e-02 -3.560203e-03 3.279121e-02 -1.673616e-02 3.622812e-03
#> [546] 4.590278e-02 -4.017742e-04 -2.723389e-02 -3.564741e-02 -7.205127e-03
#> [551] -5.481576e-02 -2.183055e-02 -9.273645e-03 2.912041e-02 -4.380307e-02
#> [556] 3.826255e-02 -7.931774e-03 -1.260670e-01 2.124042e-02 -1.810473e-02
#> [561] -1.974557e-02 -2.372885e-02 -3.760465e-02 -3.346378e-02 -2.077149e-02
#> [566] -8.996347e-02 -8.590556e-02 -1.237974e-01 1.530047e-01 -7.301344e-02
#> [571] -2.330704e-02 1.367324e-01 4.635649e-02 1.395252e-06 5.553508e-02
#> [576] 4.198481e-02 2.513965e-02 -7.952944e-02 -1.572404e-02 -4.055555e-02
#> [581] 4.636744e-02 1.478305e-02 -1.635786e-02 1.165879e-01 -1.942140e-02
#> [586] 1.991921e-02 -1.002097e-02 -1.791330e-02 3.175577e-02 -1.957686e-02
#> [591] -6.814588e-03 2.266985e-02 -3.097358e-02 -8.338057e-03 4.876066e-02
#> [596] -6.494981e-02 -1.821248e-02 -1.101999e-02 -1.146399e-02 -2.478419e-02
#> [601] 4.504696e-02 -2.455043e-02 -1.782529e-02 -1.769136e-03 -5.235736e-02
#> [606] 2.845779e-02 -3.500699e-03 -7.299795e-02 -1.274657e-02 2.277035e-02
#> [611] 6.673447e-02 -1.401781e-04 -1.636483e-02 5.797227e-02 1.606382e-02
#> [616] -2.431644e-02 -9.644732e-02 2.874961e-02 -1.347927e-03 2.036323e-02
#> [621] -3.482678e-02 5.745817e-02 -8.939312e-03 -3.183060e-02 3.517554e-02
#> [626] -2.262105e-04 4.411388e-02 -8.789649e-03 -7.635794e-02 4.956117e-02
#> [631] -4.258667e-04 3.655527e-02 -4.650289e-03 -1.077271e-01 3.992448e-02
#> [636] 3.531591e-02 2.955702e-03 6.516555e-02 1.200372e-02 1.686817e-02
#> [641] 8.241110e-03 9.006931e-02 -5.415919e-02 -5.371956e-02 2.018764e-02
#> [646] 1.550697e-02 -4.487221e-02 5.167259e-03 -1.502344e-02 -1.410505e-02
#> [651] -6.906671e-02 -5.683652e-02 4.546106e-02 2.414005e-02 -4.155278e-02
#> [656] -8.669692e-03 -5.277811e-02 -1.989624e-02 2.888673e-02 -4.469330e-02
#> [661] -1.871815e-02 -1.935079e-02 1.097523e-01 -1.005173e-02 1.024719e-01
#> [666] 4.215971e-02 4.117749e-03 2.704720e-02 1.443510e-02 1.667001e-02
#> [671] 6.181032e-02 -1.973529e-02 2.974659e-02 -3.904322e-02 5.228636e-03
#> [676] 3.201207e-03 -2.579199e-02 1.804846e-02 -1.180007e-02 -1.342158e-02
#> [681] -3.963348e-02 1.270437e-02 -4.097494e-03 -6.483511e-02 2.444368e-02
#> [686] -2.029474e-02 9.369700e-02 -1.340248e-02 -1.942653e-03 -9.107504e-03
#> [691] 1.565689e-02 5.719951e-02 3.009820e-05 -5.229408e-03 -3.590316e-03
#> [696] 5.089629e-02 -2.713910e-03 -1.215667e-02 -6.333281e-03 -4.050126e-02
#> [701] 3.504056e-02 5.708597e-02 3.159003e-02 1.349002e-05 7.391074e-02
#> [706] 3.799735e-02 -3.264316e-02 5.127465e-02 5.381945e-03 -7.712018e-02
#> [711] 7.182082e-02 -1.002751e-01 4.640750e-02 2.093031e-02 -4.312237e-02
#> [716] 1.260813e-01 2.951069e-02 8.005347e-03 -6.676284e-03 4.183094e-03
#> [721] 3.242600e-02 3.276397e-02 2.736853e-02 -2.667157e-02 -2.453857e-01
#> [726] -7.259085e-02 6.397212e-02 3.725700e-03 4.060361e-02 -1.209701e-02
#> [731] 1.487316e-02 -2.483584e-03 3.123715e-02 -1.660360e-02 -3.635698e-02
#> [736] 4.097284e-02 1.213392e-02 -3.080093e-02 1.786128e-02 6.336503e-02
#> [741] -4.553106e-02 1.751263e-02 4.670242e-02 2.056013e-02 -1.959518e-02
#> [746] 8.418134e-02 3.325102e-03 -1.971679e-02 -2.626204e-02 1.275277e-02
#> [751] 4.245789e-03 -8.367644e-02 1.510586e-02 1.988321e-02 -4.420202e-02
#> [756] 9.030119e-02 -1.565648e-02 -1.584083e-02 -9.487650e-02 -5.183349e-02
#> [761] -1.450001e-02 4.700377e-02 1.430607e-02 4.396652e-02 6.843092e-02
#> [766] 1.156981e-02 -8.149617e-03 3.793768e-02 -6.064989e-02 3.724210e-02
#> [771] 1.484729e-02 -3.165558e-02 1.153384e-02 -4.474935e-02 9.957658e-02
#> [776] -3.423313e-02 6.460149e-03 -1.544645e-02 2.125673e-02 -9.531715e-03
#> [781] -2.172433e-02 3.850076e-02 -2.905669e-02 4.199767e-03 2.488766e-03
#> [786] 2.534709e-02 3.975886e-03 2.464435e-03 9.728403e-03 1.391275e-02
#> [791] -3.448438e-02 2.291132e-02 -3.500211e-03 -1.471900e-02 3.341911e-02
#> [796] -1.560532e-02 1.218140e-02 -1.293434e-02 5.770730e-03 2.535448e-02
#> [801] -3.718535e-02 -4.740102e-02 1.422656e-02 4.149704e-03 -3.794680e-02
#> [806] 3.404362e-02 3.583069e-02 -3.791719e-02 2.160444e-02 -4.091082e-02
#> [811] 5.157491e-03 1.734882e-02 2.672971e-02 1.969376e-02 2.414279e-02
#> [816] 3.083643e-02 1.203200e-02 2.203677e-02 -6.346630e-03 3.205526e-02
#> [821] -1.537952e-02 3.328875e-02 7.234963e-03 2.306612e-02 7.111156e-04
#> [826] 1.964703e-03 6.427022e-03 1.501855e-02 -6.944768e-03 -5.233285e-02
#> [831] 1.983538e-02 4.374981e-02 8.336421e-03 6.830186e-02 -2.584609e-02
#> [836] 5.460215e-02 -3.253276e-03 -5.698080e-02 5.641821e-02 4.685780e-02
#> [841] 2.214886e-02 7.373331e-02 -6.405210e-02 4.775670e-02 -4.448965e-02
#> [846] 2.911839e-02 6.657742e-03 2.179047e-03 6.260547e-02 3.866277e-02
#> [851] -3.470401e-03 -2.116615e-02 3.514057e-02 -2.794061e-02 -1.668751e-01
#> [856] 7.106457e-02 6.185193e-02 2.955882e-02 5.896096e-02 4.658702e-02
#> [861] -4.552851e-02 3.114773e-02 2.293188e-02 -4.284323e-02 5.012254e-02
#> [866] -3.807453e-02 -1.560998e-02 -3.198581e-02 5.451058e-02 4.571562e-03
#> [871] 5.202461e-02 -5.576093e-02 -1.856264e-02 8.757314e-02 -5.751429e-02
#> [876] -3.124192e-02 3.356688e-02 -2.808767e-02 4.675962e-02 -6.122131e-02
#> [881] -7.661277e-03 -8.540554e-02 -2.325010e-03 1.968417e-02 -1.093207e-01
#> [886] -6.005771e-02 8.228743e-02 -1.733257e-02 -3.576588e-02 4.097492e-03
#> [891] -6.867532e-02 -9.297099e-02 2.025728e-02 6.400295e-02 -7.268284e-03
#> [896] -9.131408e-03 -1.040798e-02 2.948461e-02 -7.899071e-02 -9.035141e-03
#> [901] -7.329330e-02 -8.142722e-02 7.316963e-03 -1.236104e-01 8.622299e-02
#> [906] 5.358152e-02 -7.549427e-02 -1.395571e-02 -7.596291e-03 -8.654124e-03
#> [911] 6.896533e-02 4.412616e-02 6.874594e-03 2.003839e-02 1.391423e-02
#> [916] -2.453789e-02 4.718745e-02 -3.417533e-04 4.195525e-02 1.360232e-02
#> [921] 7.352258e-03 -2.120327e-02 -2.051365e-02 6.745496e-03 9.655336e-03
#> [926] -4.213421e-02 4.978931e-03 7.304768e-03 3.249510e-03 3.306196e-02
#> [931] 2.736086e-02 -3.224778e-02 1.930880e-02 -2.544341e-02 -3.068343e-02
#> [936] 2.693528e-02 -8.596460e-03 2.713579e-02 -1.420695e-02 2.045753e-03
#> [941] -2.251168e-02 2.937701e-02 -1.251986e-02 1.783485e-02 -3.842388e-03
#> [946] 4.520252e-03 2.806656e-03 -3.812625e-02 -4.343673e-03 -1.993488e-03
#> [951] 1.134608e-02 1.653523e-02 2.460091e-02 9.365805e-03 5.087461e-03
#> [956] 6.257623e-03 -3.039558e-02 2.516001e-03 3.348598e-02 1.862317e-02
#> [961] -2.655843e-02 -3.237799e-02 1.041415e-02 2.149240e-02 1.965156e-03
#> [966] -4.655743e-02 -3.836220e-03 -7.061534e-02 -4.051996e-02 -7.056083e-03
#> [971] 3.981235e-02 3.501659e-03 -8.690028e-02 1.870960e-03 8.880006e-03
#> [976] -1.090222e-01 -1.779607e-01 -5.677598e-02 4.118733e-03 -1.076038e-01
#> [981] -9.858959e-02 1.071210e-01 7.400295e-02 3.330510e-02 1.299714e-02
#> [986] 8.058262e-02 1.752993e-02 1.928493e-02 -2.381247e-02 5.554098e-02
#> [991] 4.915605e-03 -4.824195e-02 3.223236e-02 5.237657e-02 -2.744165e-03
#> [996] -8.635667e-02 -4.521298e-02 6.405443e-02 -7.119810e-02 8.286536e-02
#> [1001] 4.014532e-02 -1.108009e-02 6.493685e-02 1.595515e-02 1.713797e-02
#> [1006] -3.663751e-03 2.382559e-02 -2.178020e-02 -2.353842e-02 -2.319426e-02
#> [1011] -6.158817e-02 -7.665215e-02 1.038131e-01 -2.092894e-02 1.737026e-03
#> [1016] 5.499922e-02 3.383018e-02 1.607617e-02 -1.018731e-02 -6.522979e-02
#> [1021] 3.795699e-02 -8.395814e-04 7.360321e-03 2.393132e-02 -2.151744e-02
#> [1026] -5.404355e-04 1.970492e-03
#>
#>
#> $initial
#> $initial$fitted
#> [1] 5.372844e-03 5.328974e-03 5.332093e-03 5.354337e-03 5.339919e-03
#> [6] 5.374222e-03 5.411208e-03 5.433220e-03 5.398311e-03 5.424198e-03
#> [11] 5.427407e-03 5.406214e-03 5.354280e-03 5.368311e-03 5.241674e-03
#> [16] 5.267992e-03 5.235537e-03 5.299167e-03 5.286011e-03 5.279523e-03
#> [21] 5.225710e-03 5.134230e-03 5.041052e-03 5.174253e-03 5.054778e-03
#> [26] 5.105424e-03 5.111474e-03 5.064280e-03 5.065988e-03 5.261340e-03
#> [31] 5.346742e-03 5.279647e-03 5.259315e-03 5.319694e-03 5.316258e-03
#> [36] 5.283296e-03 5.358586e-03 5.363758e-03 5.362895e-03 5.360058e-03
#> [41] 5.387517e-03 5.380572e-03 5.392863e-03 5.339522e-03 5.255316e-03
#> [46] 5.296106e-03 5.327675e-03 5.351182e-03 5.427800e-03 5.417633e-03
#> [51] 5.377144e-03 5.375654e-03 5.185302e-03 4.975224e-03 4.995879e-03
#> [56] 4.831032e-03 4.948083e-03 5.117431e-03 5.086632e-03 5.338249e-03
#> [61] 5.250503e-03 5.255455e-03 5.448012e-03 5.408010e-03 5.410186e-03
#> [66] 5.412261e-03 5.404442e-03 5.439105e-03 5.480510e-03 5.360606e-03
#> [71] 5.404556e-03 5.376682e-03 5.478226e-03 5.485213e-03 5.469559e-03
#> [76] 5.488256e-03 5.485924e-03 5.426680e-03 5.349711e-03 5.296790e-03
#> [81] 5.398883e-03 5.410997e-03 5.478717e-03 5.539189e-03 5.592717e-03
#> [86] 5.605755e-03 5.610439e-03 5.532781e-03 5.460439e-03 5.530261e-03
#> [91] 5.521584e-03 5.557842e-03 5.651510e-03 5.688852e-03 5.690673e-03
#> [96] 5.729740e-03 5.676175e-03 5.713906e-03 5.723315e-03 5.627302e-03
#> [101] 5.631740e-03 5.655538e-03 5.634691e-03 5.664782e-03 5.610234e-03
#> [106] 5.642092e-03 5.681429e-03 5.678293e-03 5.687820e-03 5.694746e-03
#> [111] 5.705122e-03 5.748692e-03 5.716446e-03 5.713089e-03 5.799150e-03
#> [116] 5.799705e-03 5.775312e-03 5.821415e-03 5.598684e-03 5.616197e-03
#> [121] 5.631033e-03 5.588954e-03 5.652768e-03 5.604649e-03 5.620982e-03
#> [126] 5.631202e-03 5.658147e-03 5.688852e-03 5.704485e-03 5.725731e-03
#> [131] 5.691145e-03 5.786733e-03 5.790302e-03 5.770819e-03 5.794616e-03
#> [136] 5.779523e-03 5.771437e-03 5.806209e-03 5.781935e-03 5.817508e-03
#> [141] 5.839066e-03 5.861245e-03 5.914816e-03 5.966616e-03 6.042749e-03
#> [146] 6.010878e-03 6.068862e-03 5.942378e-03 5.623259e-03 5.862117e-03
#> [151] 5.904547e-03 5.937893e-03 5.955335e-03 5.987408e-03 6.061759e-03
#> [156] 6.009062e-03 5.831776e-03 5.986429e-03 5.986701e-03 5.970182e-03
#> [161] 6.046766e-03 6.058967e-03 6.150352e-03 6.178549e-03 6.044467e-03
#> [166] 6.061291e-03 6.106463e-03 6.148531e-03 6.152474e-03 6.194156e-03
#> [171] 6.196123e-03 6.197012e-03 6.172904e-03 6.247928e-03 6.212394e-03
#> [176] 6.090479e-03 5.815991e-03 5.837243e-03 5.839748e-03 5.804102e-03
#> [181] 5.848244e-03 5.864497e-03 5.863041e-03 5.863921e-03 5.863459e-03
#> [186] 5.862149e-03 5.842262e-03 5.850894e-03 5.856980e-03 5.847671e-03
#> [191] 5.843043e-03 5.852375e-03 5.863868e-03 5.861806e-03 5.856550e-03
#> [196] 5.858685e-03 5.850711e-03 5.842797e-03 5.836857e-03 5.837319e-03
#> [201] 5.836934e-03 5.843930e-03 5.844153e-03 5.837919e-03 5.845979e-03
#> [206] 5.838229e-03 5.844503e-03 5.844797e-03 5.844430e-03 5.844835e-03
#> [211] 5.845074e-03 5.851346e-03 5.891583e-03 5.915200e-03 5.913637e-03
#> [216] 5.971815e-03 5.980824e-03 6.036777e-03 5.986733e-03 5.997055e-03
#> [221] 6.010714e-03 6.035326e-03 6.071104e-03 6.147266e-03 6.142890e-03
#> [226] 6.151423e-03 6.153439e-03 6.085735e-03 6.072348e-03 6.093351e-03
#> [231] 6.064698e-03 6.013556e-03 6.012040e-03 6.031627e-03 5.996629e-03
#> [236] 6.056327e-03 6.044502e-03 6.043628e-03 6.055090e-03 6.025734e-03
#> [241] 6.031321e-03 6.032277e-03 6.043058e-03 6.070365e-03 6.049430e-03
#> [246] 6.024928e-03 5.947541e-03 5.855196e-03 5.859433e-03 5.867586e-03
#> [251] 5.863056e-03 5.887324e-03 5.949353e-03 5.896316e-03 5.880670e-03
#> [256] 5.879981e-03 5.872527e-03 5.861541e-03 5.893374e-03 5.906421e-03
#> [261] 5.932477e-03 5.946606e-03 5.973407e-03 5.970889e-03 5.970071e-03
#> [266] 6.037986e-03 6.036453e-03 6.074925e-03 6.064136e-03 6.063258e-03
#> [271] 6.061393e-03 6.078214e-03 6.032923e-03 6.044565e-03 6.038854e-03
#> [276] 6.041555e-03 6.048533e-03 6.029813e-03 6.045695e-03 6.045248e-03
#> [281] 6.001715e-03 5.972969e-03 5.983606e-03 5.977875e-03 5.996895e-03
#> [286] 5.952757e-03 5.871012e-03 5.832400e-03 5.789926e-03 5.751374e-03
#> [291] 5.804938e-03 5.846511e-03 5.797781e-03 5.804661e-03 5.741396e-03
#> [296] 5.703369e-03 5.711059e-03 5.701062e-03 5.742835e-03 5.807896e-03
#> [301] 5.783962e-03 5.776136e-03 5.768176e-03 5.720658e-03 5.650940e-03
#> [306] 5.712169e-03 5.684303e-03 5.635189e-03 5.650664e-03 5.596992e-03
#> [311] 5.546304e-03 5.492675e-03 5.421602e-03 5.514317e-03 5.506559e-03
#> [316] 5.492770e-03 5.639781e-03 5.650605e-03 5.607210e-03 5.704881e-03
#> [321] 5.579033e-03 5.657235e-03 5.663701e-03 5.685759e-03 5.648248e-03
#> [326] 5.705931e-03 5.738787e-03 5.709097e-03 5.701142e-03 5.707246e-03
#> [331] 5.679289e-03 5.691117e-03 5.596681e-03 5.563569e-03 5.596098e-03
#> [336] 5.571823e-03 5.592830e-03 5.561936e-03 5.518787e-03 5.516394e-03
#> [341] 5.533479e-03 5.568127e-03 5.548812e-03 5.556841e-03 5.580659e-03
#> [346] 5.566710e-03 5.497032e-03 5.452156e-03 5.536803e-03 5.521451e-03
#> [351] 5.424949e-03 5.367229e-03 5.381536e-03 5.330996e-03 5.303271e-03
#> [356] 5.235525e-03 5.361314e-03 5.348890e-03 5.325247e-03 5.248412e-03
#> [361] 5.237780e-03 5.139542e-03 5.111984e-03 5.104138e-03 5.125644e-03
#> [366] 5.092591e-03 5.300025e-03 5.402588e-03 5.342650e-03 5.400135e-03
#> [371] 5.429084e-03 5.469836e-03 5.446478e-03 5.378031e-03 5.257879e-03
#> [376] 5.072018e-03 5.015223e-03 5.052586e-03 5.082938e-03 4.996892e-03
#> [381] 4.850168e-03 4.913206e-03 4.887761e-03 4.797911e-03 4.803212e-03
#> [386] 4.802510e-03 4.807229e-03 4.766957e-03 4.735331e-03 4.796702e-03
#> [391] 4.713341e-03 4.615067e-03 4.674766e-03 4.745999e-03 4.850780e-03
#> [396] 4.752370e-03 4.837424e-03 4.904275e-03 5.047299e-03 4.978607e-03
#> [401] 5.016644e-03 4.995598e-03 4.925766e-03 5.050739e-03 4.876317e-03
#> [406] 4.967754e-03 4.942257e-03 4.969797e-03 4.929778e-03 4.892079e-03
#> [411] 4.895030e-03 4.850956e-03 4.896318e-03 4.917544e-03 4.888639e-03
#> [416] 4.822589e-03 4.804969e-03 4.833812e-03 4.932036e-03 4.952549e-03
#> [421] 4.967824e-03 4.923867e-03 4.849043e-03 4.921205e-03 4.926930e-03
#> [426] 4.940697e-03 4.946806e-03 4.958896e-03 4.932978e-03 4.918086e-03
#> [431] 4.911716e-03 4.883326e-03 4.877981e-03 4.873186e-03 4.872549e-03
#> [436] 4.866782e-03 4.855570e-03 4.823543e-03 4.833209e-03 4.810998e-03
#> [441] 4.783540e-03 4.768635e-03 4.770760e-03 4.775232e-03 4.782293e-03
#> [446] 4.805176e-03 4.792024e-03 4.780087e-03 4.795943e-03 4.791938e-03
#> [451] 4.782904e-03 4.779657e-03 4.787513e-03 4.771537e-03 4.786059e-03
#> [456] 4.786243e-03 4.778462e-03 4.780416e-03 4.774049e-03 4.745712e-03
#> [461] 4.714366e-03 4.717149e-03 4.660221e-03 4.602323e-03 4.563468e-03
#> [466] 4.428764e-03 4.552973e-03 4.496669e-03 4.454743e-03 4.451523e-03
#> [471] 4.420857e-03 4.297127e-03 4.439577e-03 4.517054e-03 4.414044e-03
#> [476] 4.612583e-03 4.656376e-03 4.514933e-03 4.606603e-03 4.454169e-03
#> [481] 4.407484e-03 4.247236e-03 4.267848e-03 4.202367e-03 4.184665e-03
#> [486] 3.979687e-03 3.883508e-03 3.967800e-03 4.081686e-03 4.028594e-03
#> [491] 3.940020e-03 4.058498e-03 4.034226e-03 4.102693e-03 4.227432e-03
#> [496] 4.202944e-03 4.131935e-03 4.063914e-03 3.900292e-03 3.680694e-03
#> [501] 3.567093e-03 3.565278e-03 3.544198e-03 3.738753e-03 3.458462e-03
#> [506] 3.575909e-03 3.599149e-03 3.503144e-03 3.194458e-03 3.406317e-03
#> [511] 3.220554e-03 3.131908e-03 3.131093e-03 3.423493e-03 3.316522e-03
#> [516] 3.077222e-03 2.835142e-03 3.076256e-03 3.159681e-03 3.088221e-03
#> [521] 3.243902e-03 3.174272e-03 3.534693e-03 3.424555e-03 3.669662e-03
#> [526] 3.564026e-03 3.804077e-03 3.600984e-03 3.568397e-03 3.463666e-03
#> [531] 3.441897e-03 3.652329e-03 3.718330e-03 3.786781e-03 3.757633e-03
#> [536] 3.755084e-03 3.679329e-03 3.697454e-03 3.616170e-03 3.608185e-03
#> [541] 3.737301e-03 3.654752e-03 3.756652e-03 3.752215e-03 3.668374e-03
#> [546] 3.779442e-03 3.865123e-03 3.693419e-03 3.135874e-03 3.177400e-03
#> [551] 3.163245e-03 3.098764e-03 3.025875e-03 3.036156e-03 2.699804e-03
#> [556] 2.936724e-03 3.086328e-03 3.146086e-03 3.021114e-03 2.973717e-03
#> [561] 2.870524e-03 2.791705e-03 2.548087e-03 2.351886e-03 2.417984e-03
#> [566] 2.386809e-03 2.306785e-03 2.127952e-03 2.284149e-03 2.548203e-03
#> [571] 2.670442e-03 2.759276e-03 2.547261e-03 2.617398e-03 2.343573e-03
#> [576] 2.135873e-03 2.270402e-03 2.409915e-03 2.275968e-03 2.222340e-03
#> [581] 2.133387e-03 2.410806e-03 2.237391e-03 2.476650e-03 2.517333e-03
#> [586] 2.501413e-03 2.573451e-03 2.535653e-03 2.357128e-03 2.471678e-03
#> [591] 2.469685e-03 2.551785e-03 2.622809e-03 2.641506e-03 2.846421e-03
#> [596] 3.019132e-03 2.701092e-03 2.667328e-03 2.700881e-03 2.653395e-03
#> [601] 2.684416e-03 2.783908e-03 2.687783e-03 2.793981e-03 2.721627e-03
#> [606] 2.597023e-03 2.641491e-03 2.458329e-03 2.370322e-03 2.349376e-03
#> [611] 2.282447e-03 2.237240e-03 2.159769e-03 2.082471e-03 2.138880e-03
#> [616] 2.234125e-03 2.109066e-03 1.938415e-03 2.051651e-03 1.881156e-03
#> [621] 1.954412e-03 1.821981e-03 1.875118e-03 1.742011e-03 1.877274e-03
#> [626] 2.045913e-03 1.905405e-03 1.850595e-03 1.742884e-03 9.967194e-04
#> [631] 1.214936e-03 1.175585e-03 4.274542e-04 5.778430e-05 -2.150989e-04
#> [636] 8.458856e-04 9.957032e-04 1.231016e-03 9.099336e-04 5.083461e-04
#> [641] 1.606905e-04 -2.014282e-04 -2.072681e-04 2.843488e-05 -5.300408e-05
#> [646] -4.962927e-04 -1.703798e-04 -7.836767e-04 -3.345459e-04 -5.936664e-04
#> [651] -1.042603e-03 -1.465192e-03 -1.673918e-03 -1.053914e-03 -6.329114e-06
#> [656] -8.447011e-04 -1.206331e-03 -9.765098e-04 -1.059868e-03 -9.091944e-04
#> [661] -9.069908e-04 -1.217857e-03 -7.632298e-04 -1.606683e-04 2.126208e-04
#> [666] 7.164547e-04 6.616684e-04 8.610060e-04 6.919029e-04 9.973405e-04
#> [671] 7.929860e-04 1.013300e-03 6.010959e-04 5.708824e-04 3.407863e-05
#> [676] -3.625525e-05 3.253018e-04 6.545437e-05 1.874508e-04 1.160120e-04
#> [681] 2.157245e-04 -5.875851e-05 -2.811525e-04 -4.609369e-04 -1.121381e-03
#> [686] -1.037198e-03 -4.831775e-04 -4.095984e-04 -1.324017e-04 3.712647e-04
#> [691] 3.491404e-04 3.145733e-04 6.252784e-04 6.310916e-06 2.133979e-04
#> [696] 3.484485e-04 9.536934e-04 9.605329e-04 7.628269e-04 9.853192e-04
#> [701] 8.393447e-04 9.809538e-04 1.255598e-03 1.610296e-03 1.576520e-03
#> [706] 2.400355e-03 2.846611e-03 2.657462e-03 2.267194e-03 2.716250e-03
#> [711] 2.453929e-03 2.702909e-03 2.304001e-03 2.513976e-03 2.664524e-03
#> [716] 2.538087e-03 2.629750e-03 2.767406e-03 2.514447e-03 2.095993e-03
#> [721] 2.002515e-03 2.002357e-03 1.755762e-03 1.599301e-03 1.277024e-03
#> [726] 1.750339e-03 1.662650e-03 1.731678e-03 2.262336e-03 2.214971e-03
#> [731] 1.872018e-03 1.753122e-03 1.584470e-03 1.769584e-03 1.540174e-03
#> [736] 1.557990e-03 1.827680e-03 1.980728e-03 1.721700e-03 1.815683e-03
#> [741] 1.923320e-03 1.648677e-03 1.707860e-03 1.804269e-03 2.042377e-03
#> [746] 2.411803e-03 2.537227e-03 2.274188e-03 2.277381e-03 2.505954e-03
#> [751] 2.434622e-03 2.377627e-03 2.096024e-03 2.044181e-03 1.934966e-03
#> [756] 1.673949e-03 1.985591e-03 2.109803e-03 2.114234e-03 1.747802e-03
#> [761] 1.844123e-03 1.922112e-03 2.134914e-03 2.225998e-03 2.307300e-03
#> [766] 2.294135e-03 2.264996e-03 2.293256e-03 2.222275e-03 2.120799e-03
#> [771] 2.205236e-03 2.410808e-03 2.571293e-03 2.563829e-03 2.604781e-03
#> [776] 3.008354e-03 2.633305e-03 2.643299e-03 2.543948e-03 2.467054e-03
#> [781] 2.601110e-03 2.708476e-03 2.967668e-03 2.978007e-03 3.087976e-03
#> [786] 2.876437e-03 2.828723e-03 2.970050e-03 2.938268e-03 3.118944e-03
#> [791] 3.108167e-03 3.116298e-03 3.120843e-03 3.334413e-03 3.383396e-03
#> [796] 3.603836e-03 3.577692e-03 3.606544e-03 3.413363e-03 3.391340e-03
#> [801] 3.493923e-03 3.160058e-03 2.899581e-03 2.814723e-03 2.697556e-03
#> [806] 2.579758e-03 2.802939e-03 2.703171e-03 2.453065e-03 2.444930e-03
#> [811] 2.445816e-03 2.470477e-03 2.608185e-03 2.770930e-03 2.789004e-03
#> [816] 2.865113e-03 3.325765e-03 3.317658e-03 3.166775e-03 3.334752e-03
#> [821] 3.377490e-03 3.469190e-03 3.592178e-03 3.731498e-03 3.680962e-03
#> [826] 3.344166e-03 3.199928e-03 3.044051e-03 2.940486e-03 3.043594e-03
#> [831] 3.027458e-03 2.913907e-03 3.099139e-03 3.308851e-03 3.461671e-03
#> [836] 3.263595e-03 3.198883e-03 3.169907e-03 2.929637e-03 3.053224e-03
#> [841] 3.086000e-03 3.164125e-03 3.526415e-03 3.270385e-03 3.447721e-03
#> [846] 3.636240e-03 3.637942e-03 3.713009e-03 3.823211e-03 3.733448e-03
#> [851] 3.710732e-03 3.698557e-03 3.764631e-03 3.860247e-03 3.801463e-03
#> [856] 4.068738e-03 4.257966e-03 4.068217e-03 4.135004e-03 4.096071e-03
#> [861] 4.097845e-03 3.740717e-03 3.744263e-03 3.735025e-03 3.562230e-03
#> [866] 3.501928e-03 3.454254e-03 3.382777e-03 3.408402e-03 3.379241e-03
#> [871] 3.311059e-03 3.192735e-03 3.314656e-03 3.433111e-03 3.605221e-03
#> [876] 3.529372e-03 3.488499e-03 3.620194e-03 3.657009e-03 3.748848e-03
#> [881] 3.637366e-03 3.737750e-03 3.891194e-03 3.977061e-03 3.943744e-03
#> [886] 4.056889e-03 3.978800e-03 3.733153e-03 3.746568e-03 3.764973e-03
#> [891] 3.934033e-03 4.033445e-03 4.073726e-03 4.334950e-03 3.992162e-03
#> [896] 3.854947e-03 3.921360e-03 3.914649e-03 3.612606e-03 3.870753e-03
#> [901] 3.845005e-03 3.898227e-03 4.068192e-03 4.298145e-03 4.475600e-03
#> [906] 4.280235e-03 4.218845e-03 4.475027e-03 4.332012e-03 4.480539e-03
#> [911] 4.413497e-03 4.445831e-03 4.746852e-03 4.600802e-03 3.994609e-03
#> [916] 4.151823e-03 4.401937e-03 4.108850e-03 4.162354e-03 4.288642e-03
#> [921] 4.329593e-03 4.416679e-03 4.489108e-03 4.102097e-03 4.085114e-03
#> [926] 4.130105e-03 4.138877e-03 4.344820e-03 4.398352e-03 4.472522e-03
#> [931] 4.316143e-03 4.443163e-03 4.549537e-03 4.422258e-03 4.383573e-03
#> [936] 4.592073e-03 4.693978e-03 4.745285e-03 4.583131e-03 4.773689e-03
#> [941] 4.526623e-03 4.378956e-03 4.427903e-03 4.548216e-03 4.431421e-03
#> [946] 4.580812e-03 4.252301e-03 4.097268e-03 4.094255e-03 4.092098e-03
#> [951] 4.167672e-03 4.341939e-03 4.427590e-03 4.450333e-03 4.552434e-03
#> [956] 4.374890e-03 4.301728e-03 4.479399e-03 4.333645e-03 4.364089e-03
#> [961] 4.250303e-03 4.176526e-03 4.312505e-03 4.389091e-03 4.364715e-03
#> [966] 4.455113e-03 4.696801e-03 4.625660e-03 4.724218e-03 4.722833e-03
#> [971] 4.747008e-03 4.558037e-03 4.455593e-03 4.564025e-03 4.502772e-03
#> [976] 4.608851e-03 4.668396e-03 4.428524e-03 5.175393e-03 5.581099e-03
#> [981] 4.890755e-03 4.976479e-03 5.322190e-03 4.783710e-03 4.654661e-03
#> [986] 4.766820e-03 4.712058e-03 4.792398e-03 4.902835e-03 4.790622e-03
#> [991] 4.905071e-03 4.545734e-03 4.673888e-03 4.668122e-03 4.524159e-03
#> [996] 4.692668e-03 4.910166e-03 5.081313e-03 5.078621e-03 5.439799e-03
#> [1001] 5.317206e-03 5.120940e-03 5.062950e-03 4.818558e-03 4.674870e-03
#> [1006] 4.732222e-03 4.703967e-03 4.799743e-03 4.989129e-03 4.891959e-03
#> [1011] 5.165544e-03 5.509774e-03 5.790397e-03 5.620906e-03 5.781652e-03
#> [1016] 5.922793e-03 5.845449e-03 5.702296e-03 5.593554e-03 5.786426e-03
#> [1021] 6.029008e-03 5.956650e-03 6.126837e-03 6.063051e-03 5.984762e-03
#> [1026] 5.912618e-03 6.023982e-03
#>
#> $initial$intercept
#> [1] 0.007338559
#>
#>
#> $rse
#> [1] 0.00300457
#>
#> $coefficients_ar
#> ar1 ar2 ar3 ar4 ar5
#> 0.08937005 -0.00554627 -0.09457441 0.04355130 0.07867381
#>
#> $ar_method
#> [1] "auto"
#>
#> $ar_ic
#> [1] "bic"
#>
#> $Wald_AR
#> Lag Wald
#> 5 9.517*
#>
#> $q
#> [1] 5
#>
ivx_ar_fit(monthly$Ret, as.matrix(monthly$LTY), ar = 1)
#> $coefficients
#> x1
#> -0.06557548
#>
#> $intercept
#> [1] -1.049495e-18
#>
#> $fitted
#> [1] 1.050373e-03 1.074856e-03 1.177448e-03 1.155018e-03 1.195528e-03
#> [6] 1.146132e-03 1.156765e-03 1.182413e-03 1.173527e-03 1.206897e-03
#> [11] 1.236773e-03 1.260093e-03 1.224976e-03 1.247560e-03 1.252371e-03
#> [16] 1.238674e-03 1.187378e-03 1.198592e-03 1.079974e-03 1.110126e-03
#> [21] 1.075592e-03 1.144078e-03 1.125142e-03 1.113191e-03 1.055337e-03
#> [26] 9.687711e-04 8.851159e-04 1.017860e-03 9.084352e-04 9.565132e-04
#> [31] 9.399050e-04 9.017241e-04 9.052172e-04 1.088829e-03 1.177448e-03
#> [36] 1.109116e-03 1.068452e-03 1.124988e-03 1.146561e-03 1.124559e-03
#> [41] 1.185324e-03 1.186642e-03 1.192617e-03 1.185477e-03 1.212290e-03
#> [46] 1.209961e-03 1.223076e-03 1.169451e-03 1.088861e-03 1.129217e-03
#> [51] 1.165651e-03 1.194946e-03 1.257610e-03 1.238674e-03 1.200493e-03
#> [56] 1.197428e-03 1.020957e-03 8.268338e-04 8.454635e-04 7.011974e-04
#> [61] 8.254837e-04 9.664102e-04 9.333475e-04 1.158051e-03 1.053008e-03
#> [66] 1.073692e-03 1.249581e-03 1.227305e-03 1.241002e-03 1.220165e-03
#> [71] 1.221912e-03 1.267815e-03 1.309642e-03 1.194089e-03 1.230216e-03
#> [76] 1.201657e-03 1.315464e-03 1.318682e-03 1.297845e-03 1.306149e-03
#> [81] 1.305567e-03 1.259664e-03 1.185049e-03 1.133017e-03 1.236620e-03
#> [86] 1.254117e-03 1.317364e-03 1.357445e-03 1.405830e-03 1.420846e-03
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#> [941] 5.290439e-04 5.889512e-04 4.054934e-04 5.785934e-04 3.547796e-04
#> [946] 2.422583e-04 2.735745e-04 4.029790e-04 3.060873e-04 4.251339e-04
#> [951] 8.735947e-05 -4.747031e-05 -5.258849e-05 -2.461177e-05 5.830765e-05
#> [956] 1.950054e-04 2.608880e-04 2.735745e-04 3.636337e-04 1.981020e-04
#> [961] 1.399413e-04 3.102839e-04 1.908087e-04 2.263538e-04 8.631654e-05
#> [966] 2.640926e-05 1.639642e-04 2.441263e-04 2.228607e-04 2.830430e-04
#> [971] 5.073176e-04 4.541536e-04 5.488701e-04 5.276045e-04 5.681142e-04
#> [976] 3.941249e-04 2.977832e-04 4.060434e-04 3.645230e-04 4.723547e-04
#> [981] 5.023851e-04 2.693779e-04 9.848542e-04 1.375614e-03 7.387069e-04
#> [986] 7.457823e-04 1.051505e-03 6.640594e-04 5.518132e-04 5.842938e-04
#> [991] 5.759897e-04 6.749351e-04 7.448930e-04 6.264285e-04 7.281312e-04
#> [996] 3.789882e-04 5.234350e-04 5.124921e-04 4.006591e-04 5.444926e-04
#> [1001] 7.329251e-04 9.166935e-04 8.955077e-04 1.220386e-03 1.102701e-03
#> [1006] 9.366386e-04 8.661847e-04 6.539623e-04 5.540150e-04 6.039664e-04
#> [1011] 5.808007e-04 6.677953e-04 8.241657e-04 7.243631e-04 9.811183e-04
#> [1016] 1.299988e-03 1.591035e-03 1.411684e-03 1.536553e-03 1.677479e-03
#> [1021] 1.657532e-03 1.526963e-03 1.400898e-03 1.603292e-03 1.861826e-03
#> [1026] 1.798030e-03 1.926116e-03 1.836364e-03 1.790890e-03 1.729972e-03
#> [1031] 1.847272e-03
#>
#> $residuals
#> [1] 0.0371588452 -0.0045272433 0.0046466805 0.0520625729 -0.0340434811
#> [6] 0.0751758018 0.0180276717 0.0412041822 -0.0602045708 0.0644773959
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#> [26] -0.0066821711 0.0103518986 -0.0528251437 0.0994236081 0.0303642615
#> [31] 0.0783776356 -0.0694080206 -0.2078323110 -0.1240546160 0.0310419266
#> [36] 0.0471793461 0.0122826427 0.0599076647 -0.0280625122 -0.0174727312
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#> [61] 0.0464352834 -0.1389642517 -0.2281484688 -0.2507523083 0.0224368138
#> [66] 0.3260329481 0.3037385002 -0.0651967977 -0.1575893897 -0.0452215787
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#> [201] -0.0202160354 -0.0740587484 0.0676120152 0.0059584884 -0.0014401628
#> [206] 0.0140106423 -0.0204565845 0.0423693790 0.0422056866 -0.0306646814
#> [211] 0.0098329759 -0.0081846633 -0.0034621009 0.0107018294 0.0359616255
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#> [221] -0.0065268052 -0.0280725034 0.0531036811 0.0335427986 0.0192186503
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#> [331] -0.0377053138 0.0750589442 -0.0316585815 0.0864998277 0.0382431447
#> [336] 0.0065168132 0.0051914920 -0.0100127060 0.0325686154 -0.0039910546
#> [341] 0.0707784747 0.0423540771 -0.0124948343 0.0041763273 -0.0391816899
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#> [351] -0.0139959418 -0.0677074303 0.0358754810 0.0392266568 -0.0450898040
#> [356] -0.0495446678 0.0029184197 -0.0101830155 0.0280904089 -0.0520555628
#> [361] -0.0294290609 0.0179298971 0.0354821441 0.0261769089 -0.0118233332
#> [366] 0.0019122342 -0.0586611638 -0.0630213949 -0.0420653534 0.0188268531
#> [371] -0.0482254029 0.0404510273 -0.0253142019 0.0272375610 0.0235147878
#> [376] 0.0117312608 0.0195222985 0.0345231362 0.0078282357 0.0414095618
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#> [616] -0.0011324716 -0.0251301817 0.0495114157 0.0205234643 -0.0158903170
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#> [626] 0.0493082351 -0.0100127264 -0.0264038934 0.0317040085 -0.0005583221
#> [631] 0.0498796135 -0.0131479613 -0.0776341768 0.0473059099 0.0032673392
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#> [641] 0.0170694566 0.0566866496 0.0003521072 0.0187911844 0.0070248323
#> [646] 0.0937746580 -0.0509823258 -0.0536850539 0.0134838426 0.0248256196
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#> [816] 0.0174142633 0.0290759806 0.0181976709 0.0191369390 0.0291970472
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#> [881] 0.0198885765 -0.0224046022 0.0544976518 -0.0673455136 -0.0078004475
#> [886] -0.0896736955 0.0041990237 0.0227842760 -0.1062815555 -0.0649684351
#> [891] 0.0733051599 -0.0064099840 -0.0319579516 -0.0137321022 -0.0714711426
#> [896] -0.0847488061 0.0206605125 0.0680785006 -0.0032287210 -0.0204842261
#> [901] -0.0236846572 0.0332335311 -0.0714058056 -0.0075612170 -0.0786212039
#> [906] -0.0756347263 0.0083664719 -0.1216918920 0.0893132862 0.0442281753
#> [911] -0.0709533851 -0.0270244478 -0.0183335158 0.0060987842 0.0732338922
#> [916] 0.0393954275 0.0024604947 0.0112260897 0.0129995311 -0.0175091582
#> [921] 0.0497811344 -0.0006077708 0.0446803412 0.0093395274 0.0074913015
#> [926] -0.0216666015 -0.0196904824 0.0100654996 0.0130993797 -0.0404470515
#> [931] 0.0014393740 0.0047763425 0.0081158870 0.0325098758 0.0236282498
#> [936] -0.0332859891 0.0166213035 -0.0257597937 -0.0241746589 0.0263772367
#> [941] -0.0080612931 0.0293957766 -0.0196179435 0.0012893816 -0.0236216999
#> [946] 0.0316690119 -0.0109233776 0.0184419716 -0.0077318454 0.0045209930
#> [951] 0.0030412525 -0.0375296114 -0.0037196272 -0.0025075591 0.0152766037
#> [956] 0.0157742388 0.0214872766 0.0070739299 0.0036458024 0.0058598794
#> [961] -0.0290261529 0.0041455369 0.0338676782 0.0218513763 -0.0277255422
#> [966] -0.0380054196 0.0096926066 0.0277918448 0.0065034385 -0.0511525292
#> [971] -0.0096138326 -0.0695945172 -0.0332174004 -0.0069554758 0.0420316956
#> [976] 0.0030180290 -0.0935323518 -0.0057811351 0.0096177096 -0.0967371605
#> [981] -0.1803745368 -0.0651718200 0.0133153165 -0.0929665940 -0.1068335961
#> [986] 0.0884332933 0.0770952849 0.0401295071 -0.0072344767 0.0666048499
#> [991] 0.0227817473 0.0277814890 -0.0267416843 0.0551780531 0.0085524133
#> [996] -0.0427855959 0.0283412603 0.0516709909 0.0057296260 -0.0898649914
#> [1001] -0.0527452223 0.0676656391 -0.0578559963 0.0850218585 0.0248055851
#> [1006] -0.0087556401 0.0596398262 0.0122629978 0.0249798160 -0.0071989482
#> [1011] 0.0240115674 -0.0189573163 -0.0208197753 -0.0235942088 -0.0593800363
#> [1016] -0.0734751082 0.1040536906 -0.0176386398 0.0037884605 0.0374025049
#> [1021] 0.0325265907 0.0226776383 -0.0146775084 -0.0670721521 0.0398775209
#> [1026] 0.0044940682 0.0149269390 0.0165673874 -0.0263778284 0.0006769496
#> [1031] 0.0014907708
#>
#> $Wald_Joint
#> [1] 0.8643501
#>
#> $Wald_Ind
#> x1
#> 0.8643501
#>
#> $rank
#> [1] 1
#>
#> $horizon
#> [1] 1
#>
#> $df.residuals
#> [1] 1030
#>
#> $df
#> [1] 1
#>
#> $assign
#> NULL
#>
#> $cnames
#> [1] "x1"
#>
#> $AR
#> Rn Rz
#> x1 0.9989 0.9986278
#>
#> $data
#> $data$X
#> x1
#> [1,] 0.03195719
#> [2,] 0.03158383
#> [3,] 0.03001934
#> [4,] 0.03036139
#> [5,] 0.02974363
#> [6,] 0.03049690
#> [7,] 0.03033475
#> [8,] 0.02994363
#> [9,] 0.03007914
#> [10,] 0.02957026
#> [11,] 0.02911465
#> [12,] 0.02875904
#> [13,] 0.02929456
#> [14,] 0.02895017
#> [15,] 0.02887680
#> [16,] 0.02908568
#> [17,] 0.02986792
#> [18,] 0.02969690
#> [19,] 0.03150578
#> [20,] 0.03104597
#> [21,] 0.03157261
#> [22,] 0.03052822
#> [23,] 0.03081700
#> [24,] 0.03099924
#> [25,] 0.03188148
#> [26,] 0.03320158
#> [27,] 0.03447729
#> [28,] 0.03245300
#> [29,] 0.03412168
#> [30,] 0.03338851
#> [31,] 0.03364178
#> [32,] 0.03422402
#> [33,] 0.03417075
#> [34,] 0.03137075
#> [35,] 0.03001934
#> [36,] 0.03106139
#> [37,] 0.03168148
#> [38,] 0.03081934
#> [39,] 0.03049036
#> [40,] 0.03082587
#> [41,] 0.02989924
#> [42,] 0.02987914
#> [43,] 0.02978802
#> [44,] 0.02989690
#> [45,] 0.02948802
#> [46,] 0.02952353
#> [47,] 0.02932353
#> [48,] 0.03014129
#> [49,] 0.03137026
#> [50,] 0.03075485
#> [51,] 0.03019924
#> [52,] 0.02975251
#> [53,] 0.02879690
#> [54,] 0.02908568
#> [55,] 0.02966792
#> [56,] 0.02971465
#> [57,] 0.03240578
#> [58,] 0.03536607
#> [59,] 0.03508197
#> [60,] 0.03728197
#> [61,] 0.03538666
#> [62,] 0.03323758
#> [63,] 0.03374178
#> [64,] 0.03031514
#> [65,] 0.03191700
#> [66,] 0.03160158
#> [67,] 0.02891934
#> [68,] 0.02925904
#> [69,] 0.02905017
#> [70,] 0.02936792
#> [71,] 0.02934129
#> [72,] 0.02864129
#> [73,] 0.02800343
#> [74,] 0.02976558
#> [75,] 0.02921465
#> [76,] 0.02965017
#> [77,] 0.02791465
#> [78,] 0.02786558
#> [79,] 0.02818334
#> [80,] 0.02805670
#> [81,] 0.02806558
#> [82,] 0.02876558
#> [83,] 0.02990343
#> [84,] 0.03069690
#> [85,] 0.02911700
#> [86,] 0.02885017
#> [87,] 0.02788568
#> [88,] 0.02727446
#> [89,] 0.02653660
#> [90,] 0.02630763
#> [91,] 0.02623426
#> [92,] 0.02734314
#> [93,] 0.02834548
#> [94,] 0.02724782
#> [95,] 0.02723660
#> [96,] 0.02664548
#> [97,] 0.02549875
#> [98,] 0.02500529
#> [99,] 0.02495855
#> [100,] 0.02446743
#> [101,] 0.02521182
#> [102,] 0.02454968
#> [103,] 0.02440294
#> [104,] 0.02572070
#> [105,] 0.02570529
#> [106,] 0.02539641
#> [107,] 0.02552304
#> [108,] 0.02511416
#> [109,] 0.02604968
#> [110,] 0.02556977
#> [111,] 0.02500529
#> [112,] 0.02495855
#> [113,] 0.02486743
#> [114,] 0.02487631
#> [115,] 0.02467631
#> [116,] 0.02399406
#> [117,] 0.02445621
#> [118,] 0.02452070
#> [119,] 0.02331182
#> [120,] 0.02321836
#> [121,] 0.02353611
#> [122,] 0.02300948
#> [123,] 0.02625387
#> [124,] 0.02586977
#> [125,] 0.02567865
#> [126,] 0.02599641
#> [127,] 0.02516977
#> [128,] 0.02614080
#> [129,] 0.02586090
#> [130,] 0.02577865
#> [131,] 0.02528753
#> [132,] 0.02483192
#> [133,] 0.02467631
#> [134,] 0.02439406
#> [135,] 0.02492070
#> [136,] 0.02347631
#> [137,] 0.02340060
#> [138,] 0.02361836
#> [139,] 0.02340060
#> [140,] 0.02361836
#> [141,] 0.02360060
#> [142,] 0.02310060
#> [143,] 0.02344499
#> [144,] 0.02291836
#> [145,] 0.02266275
#> [146,] 0.02228938
#> [147,] 0.02152489
#> [148,] 0.02079592
#> [149,] 0.01966694
#> [150,] 0.02017348
#> [151,] 0.01933796
#> [152,] 0.02120899
#> [153,] 0.02574918
#> [154,] 0.02223192
#> [155,] 0.02140714
#> [156,] 0.02050479
#> [157,] 0.02089357
#> [158,] 0.02076694
#> [159,] 0.01947582
#> [160,] 0.02009123
#> [161,] 0.02264684
#> [162,] 0.02051601
#> [163,] 0.02038470
#> [164,] 0.02031133
#> [165,] 0.01952021
#> [166,] 0.01949123
#> [167,] 0.01800011
#> [168,] 0.01763328
#> [169,] 0.01957767
#> [170,] 0.01940899
#> [171,] 0.01870899
#> [172,] 0.01777113
#> [173,] 0.01775991
#> [174,] 0.01736879
#> [175,] 0.01740430
#> [176,] 0.01730430
#> [177,] 0.01761318
#> [178,] 0.01648655
#> [179,] 0.01698421
#> [180,] 0.01874869
#> [181,] 0.02288889
#> [182,] 0.02250714
#> [183,] 0.02220714
#> [184,] 0.02243377
#> [185,] 0.02211601
#> [186,] 0.02224265
#> [187,] 0.02223377
#> [188,] 0.02223377
#> [189,] 0.02223377
#> [190,] 0.02223377
#> [191,] 0.02253377
#> [192,] 0.02240714
#> [193,] 0.02231601
#> [194,] 0.02242489
#> [195,] 0.02251601
#> [196,] 0.02240714
#> [197,] 0.02221601
#> [198,] 0.02223377
#> [199,] 0.02233377
#> [200,] 0.02232489
#> [201,] 0.02242489
#> [202,] 0.02251601
#> [203,] 0.02260714
#> [204,] 0.02259826
#> [205,] 0.02259826
#> [206,] 0.02249826
#> [207,] 0.02250714
#> [208,] 0.02260714
#> [209,] 0.02249826
#> [210,] 0.02260714
#> [211,] 0.02249826
#> [212,] 0.02250714
#> [213,] 0.02250714
#> [214,] 0.02250714
#> [215,] 0.02250714
#> [216,] 0.02240714
#> [217,] 0.02181601
#> [218,] 0.02146928
#> [219,] 0.02150479
#> [220,] 0.02070479
#> [221,] 0.02057582
#> [222,] 0.01969357
#> [223,] 0.02047348
#> [224,] 0.02031133
#> [225,] 0.02012021
#> [226,] 0.01963796
#> [227,] 0.01908235
#> [228,] 0.01803562
#> [229,] 0.01813328
#> [230,] 0.01803328
#> [231,] 0.01804216
#> [232,] 0.01894216
#> [233,] 0.01906226
#> [234,] 0.01874450
#> [235,] 0.01907113
#> [236,] 0.01984450
#> [237,] 0.01997348
#> [238,] 0.01965572
#> [239,] 0.02008235
#> [240,] 0.01924684
#> [241,] 0.01951787
#> [242,] 0.01950011
#> [243,] 0.01940011
#> [244,] 0.01980899
#> [245,] 0.01967348
#> [246,] 0.01968235
#> [247,] 0.01948235
#> [248,] 0.01910011
#> [249,] 0.01943562
#> [250,] 0.01980899
#> [251,] 0.02097348
#> [252,] 0.02226694
#> [253,] 0.02214265
#> [254,] 0.02194265
#> [255,] 0.02196040
#> [256,] 0.02176040
#> [257,] 0.02097816
#> [258,] 0.02174918
#> [259,] 0.02198704
#> [260,] 0.02206040
#> [261,] 0.02205153
#> [262,] 0.02215153
#> [263,] 0.02174265
#> [264,] 0.02157816
#> [265,] 0.02119592
#> [266,] 0.02103143
#> [267,] 0.02064918
#> [268,] 0.02068470
#> [269,] 0.02068470
#> [270,] 0.01968470
#> [271,] 0.01967348
#> [272,] 0.01908235
#> [273,] 0.01933562
#> [274,] 0.01931787
#> [275,] 0.01931787
#> [276,] 0.01901787
#> [277,] 0.01964450
#> [278,] 0.01949123
#> [279,] 0.01960011
#> [280,] 0.01949123
#> [281,] 0.01940011
#> [282,] 0.01970899
#> [283,] 0.01948235
#> [284,] 0.01950011
#> [285,] 0.02010011
#> [286,] 0.02054684
#> [287,] 0.02040245
#> [288,] 0.02041133
#> [289,] 0.02011133
#> [290,] 0.02083796
#> [291,] 0.02207582
#> [292,] 0.02266040
#> [293,] 0.02319826
#> [294,] 0.02364499
#> [295,] 0.02290060
#> [296,] 0.02236275
#> [297,] 0.02311601
#> [298,] 0.02315387
#> [299,] 0.02414499
#> [300,] 0.02455621
#> [301,] 0.02441182
#> [302,] 0.02452070
#> [303,] 0.02391182
#> [304,] 0.02306509
#> [305,] 0.02344499
#> [306,] 0.02361836
#> [307,] 0.02380060
#> [308,] 0.02438284
#> [309,] 0.02532958
#> [310,] 0.02444080
#> [311,] 0.02481182
#> [312,] 0.02548519
#> [313,] 0.02542304
#> [314,] 0.02622304
#> [315,] 0.02685202
#> [316,] 0.02768987
#> [317,] 0.02870997
#> [318,] 0.02731231
#> [319,] 0.02742773
#> [320,] 0.02762773
#> [321,] 0.02570997
#> [322,] 0.02557865
#> [323,] 0.02610529
#> [324,] 0.02486090
#> [325,] 0.02666743
#> [326,] 0.02531651
#> [327,] 0.02532304
#> [328,] 0.02483192
#> [329,] 0.02547631
#> [330,] 0.02472304
#> [331,] 0.02418519
#> [332,] 0.02453845
#> [333,] 0.02471182
#> [334,] 0.02469406
#> [335,] 0.02499406
#> [336,] 0.02476743
#> [337,] 0.02618519
#> [338,] 0.02666090
#> [339,] 0.02620763
#> [340,] 0.02644314
#> [341,] 0.02612538
#> [342,] 0.02675202
#> [343,] 0.02739875
#> [344,] 0.02743660
#> [345,] 0.02712773
#> [346,] 0.02655436
#> [347,] 0.02690763
#> [348,] 0.02688099
#> [349,] 0.02658099
#> [350,] 0.02670763
#> [351,] 0.02769875
#> [352,] 0.02840997
#> [353,] 0.02713895
#> [354,] 0.02724548
#> [355,] 0.02864548
#> [356,] 0.02972119
#> [357,] 0.02951465
#> [358,] 0.03002353
#> [359,] 0.03037914
#> [360,] 0.03154363
#> [361,] 0.02973709
#> [362,] 0.02988802
#> [363,] 0.03018802
#> [364,] 0.03156139
#> [365,] 0.03173709
#> [366,] 0.03301046
#> [367,] 0.03329505
#> [368,] 0.03345953
#> [369,] 0.03314178
#> [370,] 0.03366841
#> [371,] 0.03072402
#> [372,] 0.02928148
#> [373,] 0.03013241
#> [374,] 0.02957026
#> [375,] 0.02921465
#> [376,] 0.02825017
#> [377,] 0.02853895
#> [378,] 0.02962119
#> [379,] 0.03142353
#> [380,] 0.03405485
#> [381,] 0.03470627
#> [382,] 0.03402636
#> [383,] 0.03347963
#> [384,] 0.03493290
#> [385,] 0.03740861
#> [386,] 0.03657778
#> [387,] 0.03673105
#> [388,] 0.03782217
#> [389,] 0.03802451
#> [390,] 0.03819788
#> [391,] 0.03798012
#> [392,] 0.03859788
#> [393,] 0.03914461
#> [394,] 0.03829134
#> [395,] 0.03946237
#> [396,] 0.04086471
#> [397,] 0.04013154
#> [398,] 0.03898481
#> [399,] 0.03729134
#> [400,] 0.03895115
#> [401,] 0.03791798
#> [402,] 0.03699788
#> [403,] 0.03458666
#> [404,] 0.03560861
#> [405,] 0.03523758
#> [406,] 0.03566422
#> [407,] 0.03642871
#> [408,] 0.03445768
#> [409,] 0.03702636
#> [410,] 0.03561329
#> [411,] 0.03621983
#> [412,] 0.03557544
#> [413,] 0.03622871
#> [414,] 0.03687544
#> [415,] 0.03681329
#> [416,] 0.03741329
#> [417,] 0.03666002
#> [418,] 0.03642217
#> [419,] 0.03684880
#> [420,] 0.03791329
#> [421,] 0.03821563
#> [422,] 0.03768012
#> [423,] 0.03612451
#> [424,] 0.03586656
#> [425,] 0.03580207
#> [426,] 0.03661095
#> [427,] 0.03763993
#> [428,] 0.03644227
#> [429,] 0.03623993
#> [430,] 0.03596656
#> [431,] 0.03609319
#> [432,] 0.03598432
#> [433,] 0.03629319
#> [434,] 0.03646656
#> [435,] 0.03654880
#> [436,] 0.03693993
#> [437,] 0.03700441
#> [438,] 0.03709554
#> [439,] 0.03708666
#> [440,] 0.03718666
#> [441,] 0.03737778
#> [442,] 0.03786002
#> [443,] 0.03771563
#> [444,] 0.03802451
#> [445,] 0.03839788
#> [446,] 0.03866237
#> [447,] 0.03863573
#> [448,] 0.03853573
#> [449,] 0.03844461
#> [450,] 0.03815349
#> [451,] 0.03838012
#> [452,] 0.03856237
#> [453,] 0.03834461
#> [454,] 0.03836237
#> [455,] 0.03846237
#> [456,] 0.03855349
#> [457,] 0.03844461
#> [458,] 0.03865349
#> [459,] 0.03843573
#> [460,] 0.03845349
#> [461,] 0.03855349
#> [462,] 0.03854461
#> [463,] 0.03864461
#> [464,] 0.03903573
#> [465,] 0.03950022
#> [466,] 0.03945583
#> [467,] 0.04025583
#> [468,] 0.04108481
#> [469,] 0.04170490
#> [470,] 0.04364276
#> [471,] 0.04176520
#> [472,] 0.04261613
#> [473,] 0.04315398
#> [474,] 0.04350071
#> [475,] 0.04396520
#> [476,] 0.04562081
#> [477,] 0.04356988
#> [478,] 0.04243857
#> [479,] 0.04385398
#> [480,] 0.04123857
#> [481,] 0.04076051
#> [482,] 0.04252266
#> [483,] 0.04137174
#> [484,] 0.04366051
#> [485,] 0.04396520
#> [486,] 0.04642081
#> [487,] 0.04599886
#> [488,] 0.04691662
#> [489,] 0.04713671
#> [490,] 0.05031008
#> [491,] 0.05182598
#> [492,] 0.05056618
#> [493,] 0.04866384
#> [494,] 0.04944140
#> [495,] 0.05118813
#> [496,] 0.04972833
#> [497,] 0.04984374
#> [498,] 0.04854374
#> [499,] 0.04695915
#> [500,] 0.04741008
#> [501,] 0.04848345
#> [502,] 0.04958579
#> [503,] 0.05177925
#> [504,] 0.05477506
#> [505,] 0.05639096
#> [506,] 0.05632228
#> [507,] 0.05651340
#> [508,] 0.05379565
#> [509,] 0.05823535
#> [510,] 0.05666248
#> [511,] 0.05656901
#> [512,] 0.05748677
#> [513,] 0.06210687
#> [514,] 0.05928960
#> [515,] 0.06180267
#> [516,] 0.06269848
#> [517,] 0.06320082
#> [518,] 0.05894755
#> [519,] 0.06032043
#> [520,] 0.06403165
#> [521,] 0.06809429
#> [522,] 0.06430365
#> [523,] 0.06240551
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#> [526,] 0.06326297
#> [527,] 0.05754755
#> [528,] 0.05914472
#> [529,] 0.05544706
#> [530,] 0.05746667
#> [531,] 0.05371574
#> [532,] 0.05663535
#> [533,] 0.05690452
#> [534,] 0.05856013
#> [535,] 0.05860921
#> [536,] 0.05529145
#> [537,] 0.05438443
#> [538,] 0.05349096
#> [539,] 0.05437974
#> [540,] 0.05440872
#> [541,] 0.05529984
#> [542,] 0.05481994
#> [543,] 0.05595545
#> [544,] 0.05605779
#> [545,] 0.05424004
#> [546,] 0.05539984
#> [547,] 0.05391106
#> [548,] 0.05423535
#> [549,] 0.05531760
#> [550,] 0.05371994
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#> [552,] 0.05477740
#> [553,] 0.06318208
#> [554,] 0.06271858
#> [555,] 0.06249194
#> [556,] 0.06260970
#> [557,] 0.06420082
#> [558,] 0.06475877
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#> [602,] 0.07071722
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#> [604,] 0.07024619
#> [605,] 0.06965507
#> [606,] 0.06860834
#> [607,] 0.07010600
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#> [612,] 0.07340180
#> [613,] 0.07447097
#> [614,] 0.07495556
#> [615,] 0.07580229
#> [616,] 0.07642239
#> [617,] 0.07776025
#> [618,] 0.07893595
#> [619,] 0.07812054
#> [620,] 0.07668269
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#> [623,] 0.07980747
#> [624,] 0.08201400
#> [625,] 0.08062757
#> [626,] 0.08293410
#> [627,] 0.08213879
#> [628,] 0.08419205
#> [629,] 0.08211449
#> [630,] 0.07968318
#> [631,] 0.08171400
#> [632,] 0.08275420
#> [633,] 0.08464766
#> [634,] 0.09517010
#> [635,] 0.09172016
#> [636,] 0.09224211
#> [637,] 0.10241548
#> [638,] 0.10870992
#> [639,] 0.11337070
#> [640,] 0.09660017
#> [641,] 0.09414728
#> [642,] 0.09139353
#> [643,] 0.09846874
#> [644,] 0.10446504
#> [645,] 0.10837909
#> [646,] 0.11257958
#> [647,] 0.11207120
#> [648,] 0.10898007
#> [649,] 0.11045529
#> [650,] 0.11754876
#> [651,] 0.11340954
#> [652,] 0.12212027
#> [653,] 0.11467452
#> [654,] 0.11916934
#> [655,] 0.12542310
#> [656,] 0.13233715
#> [657,] 0.13537131
#> [658,] 0.12524282
#> [659,] 0.10971286
#> [660,] 0.12256885
#> [661,] 0.12965676
#> [662,] 0.12763765
#> [663,] 0.12625306
#> [664,] 0.12248623
#> [665,] 0.12383247
#> [666,] 0.12914369
#> [667,] 0.12266428
#> [668,] 0.11339696
#> [669,] 0.10716700
#> [670,] 0.10069734
#> [671,] 0.10262768
#> [672,] 0.09951226
#> [673,] 0.10157860
#> [674,] 0.09611880
#> [675,] 0.09888933
#> [676,] 0.09548514
#> [677,] 0.10186923
#> [678,] 0.10202768
#> [679,] 0.10986553
#> [680,] 0.11036417
#> [681,] 0.10495763
#> [682,] 0.10852817
#> [683,] 0.10705295
#> [684,] 0.10925948
#> [685,] 0.10737305
#> [686,] 0.11122397
#> [687,] 0.11449549
#> [688,] 0.11727588
#> [689,] 0.12670066
#> [690,] 0.12513950
#> [691,] 0.11710164
#> [692,] 0.11552076
#> [693,] 0.11222495
#> [694,] 0.10633568
#> [695,] 0.10648612
#> [696,] 0.10662163
#> [697,] 0.10231275
#> [698,] 0.11089451
#> [699,] 0.10736651
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#> [701,] 0.09588378
#> [702,] 0.09607158
#> [703,] 0.09973372
#> [704,] 0.09711411
#> [705,] 0.09871831
#> [706,] 0.09549402
#> [707,] 0.09176923
#> [708,] 0.08662435
#> [709,] 0.08731264
#> [710,] 0.07559489
#> [711,] 0.06913361
#> [712,] 0.07139946
#> [713,] 0.07785741
#> [714,] 0.07147147
#> [715,] 0.07388639
#> [716,] 0.06911771
#> [717,] 0.07592609
#> [718,] 0.07295790
#> [719,] 0.07077097
#> [720,] 0.07198405
#> [721,] 0.07079527
#> [722,] 0.06939292
#> [723,] 0.07272609
#> [724,] 0.07884200
#> [725,] 0.08037381
#> [726,] 0.07988737
#> [727,] 0.08291400
#> [728,] 0.08554766
#> [729,] 0.09089020
#> [730,] 0.08379303
#> [731,] 0.08487898
#> [732,] 0.08373459
#> [733,] 0.07703225
#> [734,] 0.07783595
#> [735,] 0.08251820
#> [736,] 0.08490093
#> [737,] 0.08695235
#> [738,] 0.08324815
#> [739,] 0.08655888
#> [740,] 0.08659254
#> [741,] 0.08326591
#> [742,] 0.08075888
#> [743,] 0.08440747
#> [744,] 0.08360562
#> [745,] 0.08215001
#> [746,] 0.08548318
#> [747,] 0.08459908
#> [748,] 0.08355235
#> [749,] 0.07965001
#> [750,] 0.07430513
#> [751,] 0.07281117
#> [752,] 0.07698873
#> [753,] 0.07723361
#> [754,] 0.07348034
#> [755,] 0.07360883
#> [756,] 0.07442658
#> [757,] 0.07925556
#> [758,] 0.07992054
#> [759,] 0.08112288
#> [760,] 0.08450747
#> [761,] 0.08009674
#> [762,] 0.07856074
#> [763,] 0.07832942
#> [764,] 0.08436493
#> [765,] 0.08323225
#> [766,] 0.08168552
#> [767,] 0.07782757
#> [768,] 0.07678269
#> [769,] 0.07620698
#> [770,] 0.07666912
#> [771,] 0.07693361
#> [772,] 0.07620698
#> [773,] 0.07706912
#> [774,] 0.07849810
#> [775,] 0.07736493
#> [776,] 0.07425371
#> [777,] 0.07173780
#> [778,] 0.07208639
#> [779,] 0.07187751
#> [780,] 0.06599527
#> [781,] 0.07111907
#> [782,] 0.07081068
#> [783,] 0.07280180
#> [784,] 0.07322424
#> [785,] 0.07097097
#> [786,] 0.06956629
#> [787,] 0.06580834
#> [788,] 0.06605458
#> [789,] 0.06456346
#> [790,] 0.06779663
#> [791,] 0.06822141
#> [792,] 0.06595926
#> [793,] 0.06605458
#> [794,] 0.06336346
#> [795,] 0.06400316
#> [796,] 0.06386765
#> [797,] 0.06387653
#> [798,] 0.06057653
#> [799,] 0.05966950
#> [800,] 0.05647604
#> [801,] 0.05716901
#> [802,] 0.05673350
#> [803,] 0.05956901
#> [804,] 0.05962043
#> [805,] 0.05789380
#> [806,] 0.06254472
#> [807,] 0.06644521
#> [808,] 0.06806346
#> [809,] 0.06928590
#> [810,] 0.07066161
#> [811,] 0.06772844
#> [812,] 0.06947702
#> [813,] 0.07324385
#> [814,] 0.07379761
#> [815,] 0.07361771
#> [816,] 0.07272658
#> [817,] 0.07090649
#> [818,] 0.06887517
#> [819,] 0.06877048
#> [820,] 0.06779712
#> [821,] 0.06108590
#> [822,] 0.06098960
#> [823,] 0.06315175
#> [824,] 0.06126531
#> [825,] 0.06031624
#> [826,] 0.05821389
#> [827,] 0.05660921
#> [828,] 0.05476901
#> [829,] 0.05554657
#> [830,] 0.06049330
#> [831,] 0.06254941
#> [832,] 0.06452746
#> [833,] 0.06543214
#> [834,] 0.06393448
#> [835,] 0.06445877
#> [836,] 0.06632326
#> [837,] 0.06395458
#> [838,] 0.06084990
#> [839,] 0.05834287
#> [840,] 0.06159145
#> [841,] 0.06292511
#> [842,] 0.06328307
#> [843,] 0.06613868
#> [844,] 0.06408121
#> [845,] 0.06384102
#> [846,] 0.06257653
#> [847,] 0.05759194
#> [848,] 0.06154472
#> [849,] 0.05893399
#> [850,] 0.05653819
#> [851,] 0.05586901
#> [852,] 0.05474891
#> [853,] 0.05355545
#> [854,] 0.05467086
#> [855,] 0.05488208
#> [856,] 0.05505545
#> [857,] 0.05383769
#> [858,] 0.05234423
#> [859,] 0.05328628
#> [860,] 0.04951525
#> [861,] 0.04684374
#> [862,] 0.04941008
#> [863,] 0.04870589
#> [864,] 0.04945028
#> [865,] 0.04878813
#> [866,] 0.05394140
#> [867,] 0.05398862
#> [868,] 0.05414423
#> [869,] 0.05622647
#> [870,] 0.05724004
#> [871,] 0.05833350
#> [872,] 0.05922696
#> [873,] 0.05883819
#> [874,] 0.05936482
#> [875,] 0.06042043
#> [876,] 0.06232277
#> [877,] 0.06054521
#> [878,] 0.05868726
#> [879,] 0.05606482
#> [880,] 0.05751340
#> [881,] 0.05840687
#> [882,] 0.05651809
#> [883,] 0.05557789
#> [884,] 0.05397555
#> [885,] 0.05592647
#> [886,] 0.05456667
#> [887,] 0.05227321
#> [888,] 0.05068628
#> [889,] 0.05124608
#> [890,] 0.04991057
#> [891,] 0.05102598
#> [892,] 0.05433720
#> [893,] 0.05413535
#> [894,] 0.05372647
#> [895,] 0.05086199
#> [896,] 0.04961945
#> [897,] 0.04935262
#> [898,] 0.04578813
#> [899,] 0.05080774
#> [900,] 0.05259047
#> [901,] 0.05179516
#> [902,] 0.05124842
#> [903,] 0.05540169
#> [904,] 0.05213769
#> [905,] 0.05269516
#> [906,] 0.05146852
#> [907,] 0.04937506
#> [908,] 0.04617037
#> [909,] 0.04347223
#> [910,] 0.04653857
#> [911,] 0.04758998
#> [912,] 0.04377457
#> [913,] 0.04520305
#> [914,] 0.04280540
#> [915,] 0.04440959
#> [916,] 0.04378530
#> [917,] 0.03932969
#> [918,] 0.04132920
#> [919,] 0.05018715
#> [920,] 0.04838813
#> [921,] 0.04427691
#> [922,] 0.04744979
#> [923,] 0.04730120
#> [924,] 0.04649232
#> [925,] 0.04536335
#> [926,] 0.04386988
#> [927,] 0.04311193
#> [928,] 0.04889183
#> [929,] 0.04918579
#> [930,] 0.04841476
#> [931,] 0.04757691
#> [932,] 0.04465681
#> [933,] 0.04442315
#> [934,] 0.04346754
#> [935,] 0.04595632
#> [936,] 0.04394325
#> [937,] 0.04220305
#> [938,] 0.04377174
#> [939,] 0.04454744
#> [940,] 0.04176754
#> [941,] 0.03990725
#> [942,] 0.03899368
#> [943,] 0.04179134
#> [944,] 0.03915164
#> [945,] 0.04256471
#> [946,] 0.04428061
#> [947,] 0.04380305
#> [948,] 0.04182969
#> [949,] 0.04330725
#> [950,] 0.04149183
#> [951,] 0.04664276
#> [952,] 0.04869886
#> [953,] 0.04877691
#> [954,] 0.04835028
#> [955,] 0.04708579
#> [956,] 0.04500120
#> [957,] 0.04399652
#> [958,] 0.04380305
#> [959,] 0.04242969
#> [960,] 0.04495398
#> [961,] 0.04584091
#> [962,] 0.04324325
#> [963,] 0.04506520
#> [964,] 0.04452315
#> [965,] 0.04665866
#> [966,] 0.04757223
#> [967,] 0.04547457
#> [968,] 0.04425213
#> [969,] 0.04457642
#> [970,] 0.04365866
#> [971,] 0.04023857
#> [972,] 0.04104929
#> [973,] 0.03960490
#> [974,] 0.03992920
#> [975,] 0.03931144
#> [976,] 0.04196471
#> [977,] 0.04343388
#> [978,] 0.04178296
#> [979,] 0.04241613
#> [980,] 0.04077174
#> [981,] 0.04031378
#> [982,] 0.04386705
#> [983,] 0.03295632
#> [984,] 0.02699739
#> [985,] 0.03670997
#> [986,] 0.03660207
#> [987,] 0.03193993
#> [988,] 0.03784831
#> [989,] 0.03956002
#> [990,] 0.03906471
#> [991,] 0.03919134
#> [992,] 0.03768246
#> [993,] 0.03661563
#> [994,] 0.03842217
#> [995,] 0.03687124
#> [996,] 0.04219554
#> [997,] 0.03999278
#> [998,] 0.04015966
#> [999,] 0.04186506
#> [1000,] 0.03967166
#> [1001,] 0.03679814
#> [1002,] 0.03399575
#> [1003,] 0.03431882
#> [1004,] 0.02936456
#> [1005,] 0.03115921
#> [1006,] 0.03369159
#> [1007,] 0.03476598
#> [1008,] 0.03800229
#> [1009,] 0.03952645
#> [1010,] 0.03876471
#> [1011,] 0.03911798
#> [1012,] 0.03779134
#> [1013,] 0.03540676
#> [1014,] 0.03692871
#> [1015,] 0.03301329
#> [1016,] 0.02815066
#> [1017,] 0.02371231
#> [1018,] 0.02644733
#> [1019,] 0.02454314
#> [1020,] 0.02239406
#> [1021,] 0.02269826
#> [1022,] 0.02468938
#> [1023,] 0.02661182
#> [1024,] 0.02352538
#> [1025,] 0.01958284
#> [1026,] 0.02055572
#> [1027,] 0.01860245
#> [1028,] 0.01997113
#> [1029,] 0.02066460
#> [1030,] 0.02159357
#> [1031,] 0.01980479
#>
#> $data$y
#> [1] 0.0425026276 0.0008410228 0.0101175386 0.0575110010 -0.0285545433
#> [6] 0.0806153437 0.0234778464 0.0466800049 -0.0547376344 0.0699777023
#> [11] 0.0107094254 -0.0115378386 -0.0141010688 0.0993091097 0.0228773174
#> [16] 0.0067256116 -0.0390559260 0.0106048887 0.0638123313 0.0121670154
#> [21] 0.0090637559 0.1107080995 -0.0072198114 0.0490401938 -0.0116505927
#> [26] -0.0014199902 0.0155304243 -0.0475138741 0.1046254531 0.0356141845
#> [31] 0.0836109504 -0.0642128867 -0.2026336840 -0.1186723776 0.0365127847
#> [36] 0.0525818714 0.0176445048 0.0653260624 -0.0226225417 -0.0120547621
#> [41] -0.1695431303 0.0514951608 0.0064087246 -0.1337576154 -0.0772849677
#> [46] -0.0141479721 -0.0736565822 0.0635531615 0.0991094442 -0.0824919876
#> [51] -0.0918593396 -0.1401919627 0.1493915163 -0.0906235298 0.0141979602
#> [56] -0.3397450715 0.1030991332 -0.1155736665 -0.1409257236 -0.0081421208
#> [61] 0.0515541769 -0.1337044317 -0.2229217115 -0.2453008479 0.0277832320
#> [66] 0.3314000498 0.3092814913 -0.0596760830 -0.1520549776 -0.0397080037
#> [71] 0.0638537357 0.0089107707 -0.1991542513 0.0568720577 0.3436048806
#> [76] 0.1305708796 0.1154223038 -0.0999869781 0.1252806325 -0.1360783017
#> [81] -0.0832841446 0.1119023967 0.0183845146 0.1058964791 -0.0437412971
#> [86] 0.0080425397 -0.0268062874 -0.0800288585 0.0307025531 -0.1299815021
#> [91] 0.0685715152 -0.0057230800 -0.0333096639 0.0859381177 -0.0076128964
#> [96] -0.0435147469 -0.0332715247 -0.0296459181 0.0946082777 0.0285763077
#> [101] 0.0645384676 0.0744584502 0.0189562893 0.0236293672 0.0672610748
#> [106] 0.0445691301 0.0345610930 0.0656220918 0.0167595713 0.0225637270
#> [111] -0.0833477975 0.0586348402 0.0274422727 0.0678983069 0.0075548223
#> [116] 0.0034831504 0.0731346357 0.0038455046 -0.0049324723 0.0363315180
#> [121] 0.0152231687 -0.0048969717 -0.0840392673 0.0014617296 -0.0554896262
#> [126] 0.0988998519 -0.0610913550 -0.1461997769 -0.0957819726 -0.0790472220
#> [131] -0.0389267095 0.0167074135 0.0627024914 -0.2993788095 0.1592288764
#> [136] -0.0529474983 0.2301233778 0.0522974621 -0.0326845142 0.0191322702
#> [141] 0.0737430565 -0.0330187665 0.0464760204 -0.0773231538 0.0448400719
#> [146] -0.1479306959 0.0058530957 0.0675791063 -0.0700005814 0.1110681922
#> [151] -0.0792065715 0.1739207487 -0.0323543732 -0.0397935086 0.0313860289
#> [156] -0.0392792742 0.0163237286 0.0123780465 -0.0057627955 -0.2626805562
#> [161] 0.1027664699 0.0255671435 0.0320628698 0.0112687825 0.0394576271
#> [166] -0.0329958932 0.0052989802 -0.0469751029 -0.0004197757 0.0095649218
#> [171] -0.0648184726 0.0191567327 0.0559908819 0.0502169625 -0.0062317402
#> [176] -0.0071444201 -0.0656628311 -0.0189933402 -0.0374703106 0.0241233306
#> [181] -0.0204347938 -0.0646279130 -0.0332166105 0.0718003367 0.0168291763
#> [186] 0.0331188655 0.0116482730 0.0303368352 0.0620732277 -0.0095720173
#> [191] 0.0555463672 0.0644032339 0.0501405152 0.0519417956 -0.0018110471
#> [196] 0.0505484628 0.0168513811 -0.0562725880 0.0203970087 0.0254609329
#> [201] -0.0142471679 -0.0680958563 0.0735689320 0.0119159873 0.0045173361
#> [206] 0.0199746988 -0.0144931102 0.0483262957 0.0481697431 -0.0247077647
#> [211] 0.0157970323 -0.0022211890 0.0025013734 0.0166653037 0.0419250998
#> [216] 0.0079702211 0.0656919968 -0.0492193917 0.0901532446 0.0119224684
#> [221] -0.0004366837 -0.0219245284 0.0592005136 0.0396502640 0.0253386486
#> [226] 0.0409832783 0.0059414166 0.0675256029 -0.0739966204 0.0523167144
#> [231] 0.0309750094 0.0258302729 -0.0390691277 -0.0248842904 -0.0687251221
#> [236] -0.1021925172 0.0044374994 -0.0024696861 0.0461485206 0.0173855936
#> [241] -0.0105634886 -0.0146707075 -0.0393127988 0.0023027683 0.0523854147
#> [246] 0.0338529822 -0.0273147345 -0.0084818271 0.0206430801 -0.0202515833
#> [251] 0.0311978922 -0.0418879379 -0.0383847993 0.0811786970 0.0226426587
#> [256] 0.0772216907 -0.0002856166 -0.0550993513 0.0193999977 -0.0295284450
#> [261] 0.0692219699 -0.1103814009 0.0436470004 -0.0013464194 -0.0332772750
#> [266] 0.0353837553 -0.0227226813 -0.0290784874 0.0035059362 0.0598002469
#> [271] 0.0154000480 0.0243395846 0.0261297780 0.0171271013 0.0470834122
#> [276] 0.0142601972 0.0168721708 0.0055743124 0.0432915481 0.0409761807
#> [281] -0.0606998547 0.0209157759 0.0445676245 0.0526836300 -0.0010512624
#> [286] 0.0207369884 0.0509383744 0.0572688018 0.0078246121 -0.0199543498
#> [291] 0.0484408104 -0.0358144251 -0.0246678313 0.0697631226 0.0417235319
#> [296] -0.0027200405 -0.0149024163 0.0113522297 0.0387737778 0.0126498912
#> [301] -0.0283081883 0.0525612575 -0.0480840860 0.0357086086 0.0425062442
#> [306] 0.0135080563 -0.0087539044 -0.0191353904 0.0006515296 0.0582208990
#> [311] 0.0308022697 -0.0111592343 -0.0084933058 -0.0233636258 -0.0251606162
#> [316] 0.0079747542 -0.0166598844 0.0256522686 -0.0552481510 0.0052001053
#> [321] 0.0482521516 0.0180490403 -0.0014707952 0.0507267421 0.0073428975
#> [326] 0.0282131446 0.0437690019 0.0369628681 -0.0018161902 0.0563469530
#> [331] -0.0318518784 0.0808892138 -0.0258396804 0.0923198931 0.0440435374
#> [336] 0.0123320676 0.0109137763 -0.0043216164 0.0382894282 0.0017143144
#> [341] 0.0765046807 0.0480391914 -0.0068521298 0.0098165494 -0.0335212130
#> [346] 0.0852237040 -0.0094826618 -0.0376076712 0.0419127016 0.0626106116
#> [351] -0.0083729099 -0.0621310370 0.0415352222 0.0448794119 -0.0395288546
#> [356] -0.0440542585 0.0084223727 -0.0047124324 0.0335376727 -0.0466846609
#> [361] -0.0239396945 0.0234093665 0.0409419408 0.0315466465 -0.0064651177
#> [366] 0.0071869481 -0.0534051118 -0.0577761293 -0.0367992509 0.0240584214
#> [371] -0.0428007548 0.0459702705 -0.0198507586 0.0327378674 0.0290384135
#> [376] 0.0173181333 0.0250902341 0.0400201031 0.0132070131 0.0466157893
#> [381] 0.0210391729 0.0236980679 0.0479289274 -0.0003638282 0.0040591644
#> [386] 0.0005388146 0.0369073971 0.0174986035 -0.0050703166 0.0313629813
#> [391] -0.0165386592 -0.0456081144 0.0132211762 0.0140371930 0.0243760710
#> [396] -0.0786327009 0.0167354778 -0.0168484730 -0.0176434370 0.0318468865
#> [401] 0.0163943920 -0.0269585203 0.0313606962 -0.0649327209 0.0022799758
#> [406] 0.0432767853 0.0418104292 0.0563312977 0.0250517954 0.0241788775
#> [411] 0.0001796160 0.0210566809 -0.0308344103 0.0338306361 0.0198269535
#> [416] -0.0228560471 0.0278568476 0.0399281768 -0.0010924933 -0.0405123655
#> [421] 0.0216758715 -0.0077096702 -0.0654792608 -0.0797089903 -0.0787752112
#> [426] 0.0686352455 0.0135945313 -0.0540824537 0.0106162722 0.0999881649
#> [431] 0.0041350748 0.0455914369 -0.0310589556 0.0358863468 0.0425247222
#> [436] 0.0130298547 -0.0227343440 -0.0024274124 0.0498219357 -0.0176085309
#> [441] 0.0325932333 -0.0101574026 0.0234561858 0.0220691753 0.0118038049
#> [446] 0.0129100219 0.0019712052 0.0135011841 0.0138025559 0.0145035631
#> [451] -0.0159742987 0.0283270508 0.0033695880 -0.0018860865 0.0023076104
#> [456] 0.0308105422 -0.0021835526 -0.0156083589 0.0331041308 -0.0092128887
#> [461] -0.0506830054 0.0157704653 0.0229960216 0.0274965222 0.0225131544
#> [466] -0.0094132533 0.0075308082 0.0014334488 -0.0168312754 -0.0256999476
#> [471] 0.0205112445 -0.0558378202 -0.0135289780 -0.0143175996 -0.0769227866
#> [476] -0.0034335079 0.0436585467 0.0029179439 -0.0046934846 0.0724728939
#> [481] -0.0028415464 0.0362045046 0.0356708101 -0.0545906168 0.0206790893
#> [486] 0.0410288079 -0.0141193240 0.0306226607 -0.0341454034 0.0054188891
#> [491] 0.0225521883 -0.0489329867 -0.0272617599 0.0082979186 0.0759547020
#> [496] 0.0049814160 0.0041168123 -0.0226456363 0.0138362861 0.0333102779
#> [501] 0.0011838544 0.0473695110 -0.0504530031 -0.0084271076 -0.0472338395
#> [506] 0.0334587256 0.0149220822 -0.0027868234 -0.0608014774 -0.0603657997
#> [511] 0.0447362688 -0.0334853220 0.0426087117 -0.0389478359 -0.0199390554
#> [516] -0.0828382102 0.0588162949 -0.0076746467 -0.0982595096 -0.0529035670
#> [521] -0.0504852562 0.0722238306 0.0372471422 0.0249491132 -0.0167156938
#> [526] 0.0493037734 0.0483707033 0.0332130899 0.0061724096 0.0343989685
#> [531] 0.0303563725 -0.0440419832 0.0026380824 -0.0455448509 0.0407379985
#> [536] -0.0124159810 -0.0440439636 0.0031664399 0.0807927921 0.0084056701
#> [541] 0.0255781533 0.0022316955 0.0019469189 0.0184838824 -0.0250917645
#> [546] 0.0020670167 0.0353576769 -0.0097657283 0.0075317725 0.0445143236
#> [551] 0.0055883778 -0.0219618518 -0.0370271143 -0.0022957599 -0.0454403971
#> [556] -0.0151718132 -0.0087683264 0.0333382994 -0.0415822377 0.0375892993
#> [561] -0.0096047345 -0.1188302106 0.0219091638 -0.0153461776 -0.0031908019
#> [566] -0.0275790095 -0.0425038126 -0.0301880191 -0.0166990811 -0.0846087013
#> [571] -0.0843555841 -0.1242781210 0.1604541246 -0.0661632026 -0.0196890964
#> [576] 0.1127714992 0.0502592935 0.0138235395 0.0419760895 0.0413839753
#> [581] 0.0368164851 -0.0758133700 -0.0144734428 -0.0362798794 0.0608884153
#> [586] 0.0195857316 -0.0172886754 0.1102735438 -0.0194938337 0.0289322724
#> [591] -0.0163056665 -0.0109644865 0.0397785550 -0.0151617093 -0.0017100842
#> [596] 0.0200976349 -0.0264050163 -0.0029454075 0.0488841565 -0.0588470669
#> [601] -0.0147614415 -0.0147244651 -0.0017234563 -0.0186720265 0.0442278139
#> [606] -0.0235253908 -0.0149488223 -0.0039070991 -0.0472422678 0.0352091925
#> [611] -0.0022656512 -0.0676482406 -0.0157439740 0.0231388979 0.0781159386
#> [616] 0.0012954840 -0.0227899565 0.0517745432 0.0228400630 -0.0134794304
#> [621] -0.0993768063 0.0286924899 0.0075597785 0.0334453620 -0.0398715651
#> [626] 0.0513091821 -0.0079596261 -0.0244854371 0.0337587017 0.0016558060
#> [631] 0.0519605691 -0.0111352172 -0.0757455974 0.0485044752 0.0046921362
#> [636] 0.0487733089 -0.0117390051 -0.1126142967 0.0389886348 0.0405628342
#> [641] 0.0183350938 0.0581328659 0.0013343626 0.0193802298 0.0073572119
#> [646] 0.0938315883 -0.0508920577 -0.0533920840 0.0136800745 0.0245566941
#> [651] -0.0337378149 -0.0020303701 -0.0213527131 -0.0095527981 -0.0685035376
#> [656] -0.0584538542 0.0443643484 0.0282443282 -0.0392531101 -0.0212520921
#> [661] -0.0597649573 -0.0125000353 0.0317967050 -0.0431577927 -0.0223358777
#> [666] -0.0284418244 0.1132314215 -0.0065763532 0.1009687241 0.0293442264
#> [671] 0.0065891115 0.0272024840 0.0163850449 0.0264437707 0.0635585638
#> [676] -0.0183859604 0.0306128505 -0.0416537257 0.0116667876 0.0055714854
#> [681] -0.0212259603 0.0182267068 -0.0144943460 -0.0102200244 -0.0410058356
#> [686] 0.0133308607 -0.0019962657 -0.0625355417 0.0200805192 -0.0233410240
#> [691] 0.1001138037 -0.0174654410 -0.0045021497 -0.0175049705 0.0196812208
#> [696] 0.0657569869 0.0016403065 -0.0081807996 -0.0101195657 0.0552048888
#> [701] 0.0049072652 -0.0099647230 -0.0115686749 -0.0386468459 0.0417218630
#> [706] 0.0600809176 0.0353822127 -0.0048457752 0.0679707973 0.0424380396
#> [711] -0.0231871351 0.0504890048 0.0061758746 -0.0653575443 0.0726512208
#> [716] -0.0974527657 0.0587895560 0.0157661972 -0.0341460538 0.1250678867
#> [721] 0.0255655173 0.0181148240 -0.0156289143 0.0056168759 0.0438274919
#> [726] 0.0400010957 0.0297323798 -0.0301908320 -0.2459887205 -0.0684626952
#> [731] 0.0746229056 0.0311166228 0.0382365223 -0.0397248486 0.0089218190
#> [736] 0.0025591340 0.0410989684 -0.0135097984 -0.0377468008 0.0394135006
#> [741] 0.0173258577 -0.0223871635 0.0137629345 0.0620464055 -0.0378201911
#> [746] 0.0185537215 0.0416981758 0.0291947923 -0.0155587920 0.0805786567
#> [751] 0.0060590612 -0.0117379926 -0.0294155659 0.0166204918 0.0147799383
#> [756] -0.0778189223 0.0137282974 0.0191947486 -0.0331298306 0.0892920438
#> [761] -0.0208862752 -0.0097125115 -0.1005548453 -0.0473742039 -0.0047120322
#> [766] 0.0574680577 0.0167110157 0.0364871327 0.0605396033 0.0134468847
#> [771] -0.0043453403 0.0375718188 -0.0542722653 0.0453691822 0.0153387629
#> [776] -0.0231203066 0.0109308181 -0.0459961238 0.1082566082 -0.0311591317
#> [781] 0.0115659505 -0.0237111048 0.0268804884 -0.0004881422 -0.0183170661
#> [786] 0.0386760670 -0.0267923704 0.0107577413 0.0015926391 0.0306452923
#> [791] 0.0079470344 0.0036271425 0.0105322144 0.0175705589 -0.0289260407
#> [796] 0.0259532480 -0.0010927320 -0.0072471049 0.0348528789 -0.0131622059
#> [801] 0.0181324214 -0.0127361724 0.0109786255 0.0294492894 -0.0327101283
#> [806] -0.0444682625 0.0140076130 0.0122433658 -0.0296821870 0.0312780328
#> [811] 0.0343553799 -0.0312342416 0.0210064486 -0.0426823865 0.0140889623
#> [816] 0.0200845732 0.0318656443 0.0211205392 0.0220666721 0.0321906092
#> [821] 0.0161053301 0.0266107087 -0.0035310557 0.0368402635 -0.0111009397
#> [826] 0.0393928007 0.0095969401 0.0288359129 0.0032156864 0.0050005453
#> [831] 0.0104045427 0.0198595561 -0.0019041051 -0.0496865734 0.0218201584
#> [836] 0.0487762960 0.0177449599 0.0675514978 -0.0303691465 0.0589520512
#> [841] -0.0015038387 -0.0470258724 0.0584002356 0.0504823608 0.0340492056
#> [846] 0.0697615749 -0.0672386009 0.0536024216 -0.0415449899 0.0444554623
#> [851] 0.0090744294 0.0065019178 0.0646162567 0.0400322627 0.0029603077
#> [856] -0.0225726000 0.0379435519 -0.0174974841 -0.1573171591 0.0712649612
#> [861] 0.0681525728 0.0505134034 0.0492303465 0.0334376979 -0.0394627059
#> [866] 0.0377472805 0.0301107367 -0.0299485889 0.0516556291 -0.0388602837
#> [871] -0.0057242187 -0.0316263529 0.0612436695 0.0113845808 0.0550121122
#> [876] -0.0602171582 -0.0171470543 0.0912814060 -0.0447551992 -0.0241032220
#> [881] 0.0234979087 -0.0186714123 0.0582924955 -0.0634455955 -0.0040284624
#> [886] -0.0858125406 0.0082105737 0.0268998896 -0.1022026513 -0.0608019542
#> [891] 0.0773984970 -0.0025337816 -0.0280685127 -0.0098158509 -0.0673670512
#> [896] -0.0805632346 0.0248635814 0.0725153126 0.0008789278 -0.0164934809
#> [901] -0.0196417588 0.0373122816 -0.0675994076 -0.0035407808 -0.0746373235
#> [906] -0.0715704087 0.0125680694 -0.1172801459 0.0939019648 0.0486157771
#> [911] -0.0666347304 -0.0224555955 -0.0138583371 0.0107311904 0.0777611027
#> [916] 0.0439635762 0.0073208222 0.0159552984 0.0171478753 -0.0132428424
#> [921] 0.0543170454 0.0037200773 0.0490179328 0.0137301615 0.0119559688
#> [926] -0.0171039995 -0.0150781774 0.0142987848 0.0173133887 -0.0361824823
#> [931] 0.0057588859 0.0092873413 0.0126422081 0.0370988614 0.0280540325
#> [936] -0.0287281982 0.0212932086 -0.0211907557 -0.0196564883 0.0310777007
#> [941] -0.0032388394 0.0342781375 -0.0149190403 0.0061613848 -0.0189735105
#> [946] 0.0362046801 -0.0063563933 0.0231383603 -0.0031323483 0.0092395367
#> [951] 0.0074220218 -0.0332836719 0.0005211941 0.0017612389 0.0196283212
#> [956] 0.0202626540 0.0260415744 0.0116409143 0.0083028458 0.0103513912
#> [961] -0.0245928018 0.0087492306 0.0383518967 0.0263711398 -0.0233458159
#> [966] -0.0336856005 0.0141499806 0.0323293809 0.0110197090 -0.0465760764
#> [971] -0.0048131053 -0.0648469538 -0.0283751205 -0.0021344614 0.0468932196
#> [976] 0.0077055637 -0.0889411589 -0.0010816819 0.0142756424 -0.0919713960
#> [981] -0.1755787419 -0.0606090323 0.0185935805 -0.0872975701 -0.1018014794
#> [986] 0.0934724854 0.0824401995 0.0450869764 -0.0023892537 0.0714825535
#> [991] 0.0276511468 0.0327498339 -0.0217033815 0.0600978914 0.0135739543
#> [996] -0.0381131978 0.0331581051 0.0564768928 0.0104236949 -0.0850270890
#> [1001] -0.0477188874 0.0728757424 -0.0526670788 0.0905356538 0.0302016959
#> [1006] -0.0035255917 0.0647994207 0.0172103699 0.0298272408 -0.0023015720
#> [1011] 0.0288857778 -0.0139961111 -0.0157021997 -0.0185764358 -0.0541055082
#> [1016] -0.0678817104 0.1099381350 -0.0119335458 0.0096184230 0.0433733939
#> [1021] 0.0384775321 0.0284980109 -0.0089832007 -0.0611754498 0.0460327570
#> [1026] 0.0105855076 0.0211464648 0.0226971612 -0.0202935288 0.0067003312
#> [1031] 0.0076314525
#>
#>
#> $datam
#> $datam$X
#> x1
#> [1,] -0.0160177644
#> [2,] -0.0163911304
#> [3,] -0.0179556184
#> [4,] -0.0176135706
#> [5,] -0.0182313266
#> [6,] -0.0174780586
#> [7,] -0.0176402046
#> [8,] -0.0180313266
#> [9,] -0.0178958146
#> [10,] -0.0184046926
#> [11,] -0.0188603027
#> [12,] -0.0192159127
#> [13,] -0.0186804008
#> [14,] -0.0190247907
#> [15,] -0.0190981567
#> [16,] -0.0188892788
#> [17,] -0.0181070347
#> [18,] -0.0182780586
#> [19,] -0.0164691807
#> [20,] -0.0169289845
#> [21,] -0.0164023505
#> [22,] -0.0174467404
#> [23,] -0.0171579605
#> [24,] -0.0169757165
#> [25,] -0.0160934725
#> [26,] -0.0147733744
#> [27,] -0.0134976663
#> [28,] -0.0155219581
#> [29,] -0.0138532763
#> [30,] -0.0145864461
#> [31,] -0.0143331782
#> [32,] -0.0137509342
#> [33,] -0.0138042021
#> [34,] -0.0166042021
#> [35,] -0.0179556184
#> [36,] -0.0169135706
#> [37,] -0.0162934725
#> [38,] -0.0171556184
#> [39,] -0.0174845945
#> [40,] -0.0171490826
#> [41,] -0.0180757165
#> [42,] -0.0180958146
#> [43,] -0.0181869366
#> [44,] -0.0180780586
#> [45,] -0.0184869366
#> [46,] -0.0184514247
#> [47,] -0.0186514247
#> [48,] -0.0178336687
#> [49,] -0.0166046926
#> [50,] -0.0172201065
#> [51,] -0.0177757165
#> [52,] -0.0182224486
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#> [599,] 0.0200090903
#> [600,] 0.0174754300
#> [601,] 0.0220240137
#> [602,] 0.0227422601
#> [603,] 0.0223446023
#> [604,] 0.0222712362
#> [605,] 0.0216801142
#> [606,] 0.0206333821
#> [607,] 0.0221310400
#> [608,] 0.0206067482
#> [609,] 0.0217310400
#> [610,] 0.0233422601
#> [611,] 0.0227913343
#> [612,] 0.0254268463
#> [613,] 0.0264960186
#> [614,] 0.0269806047
#> [615,] 0.0278273368
#> [616,] 0.0284474349
#> [617,] 0.0297852889
#> [618,] 0.0309609971
#> [619,] 0.0301455832
#> [620,] 0.0287077292
#> [621,] 0.0305408990
#> [622,] 0.0332899732
#> [623,] 0.0318325115
#> [624,] 0.0340390474
#> [625,] 0.0326526096
#> [626,] 0.0349591455
#> [627,] 0.0341638297
#> [628,] 0.0362170976
#> [629,] 0.0341395379
#> [630,] 0.0317082197
#> [631,] 0.0337390474
#> [632,] 0.0347792436
#> [633,] 0.0366727077
#> [634,] 0.0471951479
#> [635,] 0.0437452031
#> [636,] 0.0442671528
#> [637,] 0.0544405188
#> [638,] 0.0607349640
#> [639,] 0.0653957488
#> [640,] 0.0486252153
#> [641,] 0.0461723275
#> [642,] 0.0434185691
#> [643,] 0.0504937868
#> [644,] 0.0564900835
#> [645,] 0.0604041362
#> [646,] 0.0646046267
#> [647,] 0.0640962392
#> [648,] 0.0610051172
#> [649,] 0.0624803349
#> [650,] 0.0695737990
#> [651,] 0.0654345838
#> [652,] 0.0741453134
#> [653,] 0.0666995623
#> [654,] 0.0711943876
#> [655,] 0.0774481460
#> [656,] 0.0843621988
#> [657,] 0.0873963496
#> [658,] 0.0772678640
#> [659,] 0.0617379069
#> [660,] 0.0745938971
#> [661,] 0.0816818064
#> [662,] 0.0796626893
#> [663,] 0.0782781031
#> [664,] 0.0745112729
#> [665,] 0.0758575145
#> [666,] 0.0811687346
#> [667,] 0.0746893232
#> [668,] 0.0654220026
#> [669,] 0.0591920455
#> [670,] 0.0527223827
#> [671,] 0.0546527199
#> [672,] 0.0515373061
#> [673,] 0.0536036458
#> [674,] 0.0481438420
#> [675,] 0.0509143754
#> [676,] 0.0475101816
#> [677,] 0.0538942773
#> [678,] 0.0540527199
#> [679,] 0.0618905740
#> [680,] 0.0623892129
#> [681,] 0.0569826770
#> [682,] 0.0605532104
#> [683,] 0.0590779928
#> [684,] 0.0612845286
#> [685,] 0.0593980909
#> [686,] 0.0632490167
#> [687,] 0.0665205311
#> [688,] 0.0693009235
#> [689,] 0.0787257058
#> [690,] 0.0771645409
#> [691,] 0.0691266868
#> [692,] 0.0675458039
#> [693,] 0.0642499977
#> [694,] 0.0583607273
#> [695,] 0.0585111626
#> [696,] 0.0586466746
#> [697,] 0.0543377966
#> [698,] 0.0629195501
#> [699,] 0.0593915550
#> [700,] 0.0577401387
#> [701,] 0.0479088205
#> [702,] 0.0480966194
#> [703,] 0.0517587653
#> [704,] 0.0491391577
#> [705,] 0.0507433515
#> [706,] 0.0475190596
#> [707,] 0.0437942773
#> [708,] 0.0386493968
#> [709,] 0.0393376862
#> [710,] 0.0276199303
#> [711,] 0.0211586550
#> [712,] 0.0234245042
#> [713,] 0.0298824563
#> [714,] 0.0234965091
#> [715,] 0.0259114324
#> [716,] 0.0211427506
#> [717,] 0.0279511381
#> [718,] 0.0249829468
#> [719,] 0.0227960186
#> [720,] 0.0240090903
#> [721,] 0.0228203104
#> [722,] 0.0214179683
#> [723,] 0.0247511381
#> [724,] 0.0308670425
#> [725,] 0.0323988512
#> [726,] 0.0319124134
#> [727,] 0.0349390474
#> [728,] 0.0375727077
#> [729,] 0.0429152460
#> [730,] 0.0358180786
#> [731,] 0.0369040259
#> [732,] 0.0357596360
#> [733,] 0.0290572938
#> [734,] 0.0298609971
#> [735,] 0.0345432411
#> [736,] 0.0369259756
#> [737,] 0.0389773919
#> [738,] 0.0352731982
#> [739,] 0.0385839278
#> [740,] 0.0386175881
#> [741,] 0.0352909542
#> [742,] 0.0327839278
#> [743,] 0.0364325115
#> [744,] 0.0356306599
#> [745,] 0.0341750498
#> [746,] 0.0375082197
#> [747,] 0.0366241240
#> [748,] 0.0355773919
#> [749,] 0.0316750498
#> [750,] 0.0263301694
#> [751,] 0.0248362148
#> [752,] 0.0290137745
#> [753,] 0.0292586550
#> [754,] 0.0255053870
#> [755,] 0.0256338726
#> [756,] 0.0264516286
#> [757,] 0.0312806047
#> [758,] 0.0319455832
#> [759,] 0.0331479254
#> [760,] 0.0365325115
#> [761,] 0.0321217819
#> [762,] 0.0305857794
#> [763,] 0.0303544612
#> [764,] 0.0363899732
#> [765,] 0.0352572938
#> [766,] 0.0337105618
#> [767,] 0.0298526096
#> [768,] 0.0288077292
#> [769,] 0.0282320210
#> [770,] 0.0286941669
#> [771,] 0.0289586550
#> [772,] 0.0282320210
#> [773,] 0.0290941669
#> [774,] 0.0305231430
#> [775,] 0.0293899732
#> [776,] 0.0262787531
#> [777,] 0.0237628487
#> [778,] 0.0241114324
#> [779,] 0.0239025544
#> [780,] 0.0180203104
#> [781,] 0.0231441118
#> [782,] 0.0228357243
#> [783,] 0.0248268463
#> [784,] 0.0252492865
#> [785,] 0.0229960186
#> [786,] 0.0215913343
#> [787,] 0.0178333821
#> [788,] 0.0180796237
#> [789,] 0.0165885017
#> [790,] 0.0198216715
#> [791,] 0.0202464539
#> [792,] 0.0179843080
#> [793,] 0.0180796237
#> [794,] 0.0153885017
#> [795,] 0.0160282074
#> [796,] 0.0158926955
#> [797,] 0.0159015734
#> [798,] 0.0126015734
#> [799,] 0.0116945471
#> [800,] 0.0085010830
#> [801,] 0.0091940566
#> [802,] 0.0087585446
#> [803,] 0.0115940566
#> [804,] 0.0116454729
#> [805,] 0.0099188389
#> [806,] 0.0145697647
#> [807,] 0.0184702552
#> [808,] 0.0200885017
#> [809,] 0.0213109419
#> [810,] 0.0226866501
#> [811,] 0.0197534802
#> [812,] 0.0215020639
#> [813,] 0.0252688941
#> [814,] 0.0258226525
#> [815,] 0.0256427506
#> [816,] 0.0247516286
#> [817,] 0.0229315305
#> [818,] 0.0209002123
#> [819,] 0.0207955281
#> [820,] 0.0198221620
#> [821,] 0.0131109419
#> [822,] 0.0130146452
#> [823,] 0.0151767911
#> [824,] 0.0132903533
#> [825,] 0.0123412791
#> [826,] 0.0102389370
#> [827,] 0.0086342528
#> [828,] 0.0067940566
#> [829,] 0.0075716164
#> [830,] 0.0125183484
#> [831,] 0.0145744490
#> [832,] 0.0165524993
#> [833,] 0.0174571835
#> [834,] 0.0159595256
#> [835,] 0.0164838175
#> [836,] 0.0183483055
#> [837,] 0.0159796237
#> [838,] 0.0128749395
#> [839,] 0.0103679131
#> [840,] 0.0136164968
#> [841,] 0.0149501571
#> [842,] 0.0153081093
#> [843,] 0.0181637194
#> [844,] 0.0161062577
#> [845,] 0.0158660615
#> [846,] 0.0146015734
#> [847,] 0.0096169873
#> [848,] 0.0135697647
#> [849,] 0.0109590351
#> [850,] 0.0085632289
#> [851,] 0.0078940566
#> [852,] 0.0067739585
#> [853,] 0.0055804944
#> [854,] 0.0066959082
#> [855,] 0.0069071283
#> [856,] 0.0070804944
#> [857,] 0.0058627384
#> [858,] 0.0043692743
#> [859,] 0.0053113221
#> [860,] 0.0015402982
#> [861,] -0.0011312162
#> [862,] 0.0014351234
#> [863,] 0.0007309297
#> [864,] 0.0014753196
#> [865,] 0.0008131737
#> [866,] 0.0059664416
#> [867,] 0.0060136642
#> [868,] 0.0061692743
#> [869,] 0.0082515183
#> [870,] 0.0092650805
#> [871,] 0.0103585446
#> [872,] 0.0112520088
#> [873,] 0.0108632289
#> [874,] 0.0113898628
#> [875,] 0.0124454729
#> [876,] 0.0143478150
#> [877,] 0.0125702552
#> [878,] 0.0107123031
#> [879,] 0.0080898628
#> [880,] 0.0095384465
#> [881,] 0.0104319107
#> [882,] 0.0085431308
#> [883,] 0.0076029346
#> [884,] 0.0060005925
#> [885,] 0.0079515183
#> [886,] 0.0065917145
#> [887,] 0.0042982503
#> [888,] 0.0027113221
#> [889,] 0.0032711259
#> [890,] 0.0019356139
#> [891,] 0.0030510278
#> [892,] 0.0063622479
#> [893,] 0.0061603963
#> [894,] 0.0057515183
#> [895,] 0.0028870302
#> [896,] 0.0016444919
#> [897,] 0.0013776617
#> [898,] -0.0021868263
#> [899,] 0.0028327813
#> [900,] 0.0046155158
#> [901,] 0.0038202001
#> [902,] 0.0032734680
#> [903,] 0.0074267359
#> [904,] 0.0041627384
#> [905,] 0.0047202001
#> [906,] 0.0034935661
#> [907,] 0.0014001020
#> [908,] -0.0018045823
#> [909,] -0.0045027306
#> [910,] -0.0014363910
#> [911,] -0.0003849747
#> [912,] -0.0042003885
#> [913,] -0.0027719029
#> [914,] -0.0051695608
#> [915,] -0.0035653671
#> [916,] -0.0041896589
#> [917,] -0.0086452690
#> [918,] -0.0066457595
#> [919,] 0.0022121927
#> [920,] 0.0004131737
#> [921,] -0.0036980464
#> [922,] -0.0005251709
#> [923,] -0.0006737546
#> [924,] -0.0014826325
#> [925,] -0.0026116086
#> [926,] -0.0041050728
#> [927,] -0.0048630249
#> [928,] 0.0009168770
#> [929,] 0.0012108316
#> [930,] 0.0004398077
#> [931,] -0.0003980464
#> [932,] -0.0033181445
#> [933,] -0.0035518048
#> [934,] -0.0045074149
#> [935,] -0.0020186350
#> [936,] -0.0040317067
#> [937,] -0.0057719029
#> [938,] -0.0042032211
#> [939,] -0.0034275130
#> [940,] -0.0062074149
#> [941,] -0.0080677092
#> [942,] -0.0089812714
#> [943,] -0.0061836135
#> [944,] -0.0088233192
#> [945,] -0.0054102475
#> [946,] -0.0036943431
#> [947,] -0.0041719029
#> [948,] -0.0061452690
#> [949,] -0.0046677092
#> [950,] -0.0064831230
#> [951,] -0.0013321972
#> [952,] 0.0007239033
#> [953,] 0.0008019536
#> [954,] 0.0003753196
#> [955,] -0.0008891684
#> [956,] -0.0029737546
#> [957,] -0.0039784388
#> [958,] -0.0041719029
#> [959,] -0.0055452690
#> [960,] -0.0030209771
#> [961,] -0.0021340489
#> [962,] -0.0047317067
#> [963,] -0.0029097570
#> [964,] -0.0034518048
#> [965,] -0.0013162929
#> [966,] -0.0004027306
#> [967,] -0.0025003885
#> [968,] -0.0037228287
#> [969,] -0.0033985369
#> [970,] -0.0043162929
#> [971,] -0.0077363910
#> [972,] -0.0069256614
#> [973,] -0.0083700513
#> [974,] -0.0080457595
#> [975,] -0.0086635154
#> [976,] -0.0060102475
#> [977,] -0.0045410752
#> [978,] -0.0061920010
#> [979,] -0.0055588312
#> [980,] -0.0072032211
#> [981,] -0.0076611733
#> [982,] -0.0041079054
#> [983,] -0.0150186350
#> [984,] -0.0209775682
#> [985,] -0.0112649869
#> [986,] -0.0113728839
#> [987,] -0.0160350298
#> [988,] -0.0101266423
#> [989,] -0.0084149317
#> [990,] -0.0089102475
#> [991,] -0.0087836135
#> [992,] -0.0102924915
#> [993,] -0.0113593217
#> [994,] -0.0095527858
#> [995,] -0.0111037116
#> [996,] -0.0057794198
#> [997,] -0.0079821752
#> [998,] -0.0078153005
#> [999,] -0.0061098925
#> [1000,] -0.0083032954
#> [1001,] -0.0111768158
#> [1002,] -0.0139792110
#> [1003,] -0.0136561371
#> [1004,] -0.0186103938
#> [1005,] -0.0168157511
#> [1006,] -0.0142833656
#> [1007,] -0.0132089721
#> [1008,] -0.0099726648
#> [1009,] -0.0084485083
#> [1010,] -0.0092102475
#> [1011,] -0.0088569796
#> [1012,] -0.0101836135
#> [1013,] -0.0125681997
#> [1014,] -0.0110462499
#> [1015,] -0.0149616638
#> [1016,] -0.0198243002
#> [1017,] -0.0242626448
#> [1018,] -0.0215276233
#> [1019,] -0.0234318171
#> [1020,] -0.0255808913
#> [1021,] -0.0252766975
#> [1022,] -0.0232855755
#> [1023,] -0.0213631353
#> [1024,] -0.0244495731
#> [1025,] -0.0283921114
#> [1026,] -0.0274192358
#> [1027,] -0.0293725038
#> [1028,] -0.0280038220
#> [1029,] -0.0273103578
#> [1030,] -0.0263813818
#> [1031,] -0.0281701616
#>
#> $datam$y
#> [1] 0.0382092178 -0.0034523870 0.0058241288 0.0532175912 -0.0328479531
#> [6] 0.0763219339 0.0191844366 0.0423865951 -0.0590310442 0.0656842925
#> [11] 0.0064160156 -0.0158312484 -0.0183944785 0.0950156999 0.0185839076
#> [16] 0.0024322018 -0.0433493358 0.0063114789 0.0595189216 0.0078736056
#> [21] 0.0047703461 0.1064146897 -0.0115132212 0.0447467840 -0.0159440025
#> [26] -0.0057134000 0.0112370145 -0.0518072839 0.1003320433 0.0313207747
#> [31] 0.0793175406 -0.0685062964 -0.2069270938 -0.1229657874 0.0322193749
#> [36] 0.0482884616 0.0133510950 0.0610326526 -0.0269159515 -0.0163481719
#> [41] -0.1738365401 0.0472017510 0.0021153149 -0.1380510252 -0.0815783775
#> [46] -0.0184413819 -0.0779499919 0.0592597517 0.0948160344 -0.0867853974
#> [51] -0.0961527494 -0.1444853725 0.1450981065 -0.0949169396 0.0099045504
#> [56] -0.3440384813 0.0988057234 -0.1198670763 -0.1452191334 -0.0124355306
#> [61] 0.0472607671 -0.1379978415 -0.2272151213 -0.2495942577 0.0234898222
#> [66] 0.3271066400 0.3049880815 -0.0639694928 -0.1563483874 -0.0440014135
#> [71] 0.0595603259 0.0046173609 -0.2034476611 0.0525786479 0.3393114708
#> [76] 0.1262774698 0.1111288940 -0.1042803879 0.1209872227 -0.1403717115
#> [81] -0.0875775543 0.1076089869 0.0140911048 0.1016030693 -0.0480347069
#> [86] 0.0037491299 -0.0310996972 -0.0843222683 0.0264091433 -0.1342749119
#> [91] 0.0642781054 -0.0100164898 -0.0376030737 0.0816447079 -0.0119063062
#> [96] -0.0478081567 -0.0375649345 -0.0339393279 0.0903148679 0.0242828979
#> [101] 0.0602450578 0.0701650404 0.0146628795 0.0193359574 0.0629676650
#> [106] 0.0402757203 0.0302676832 0.0613286820 0.0124661615 0.0182703172
#> [111] -0.0876412073 0.0543414304 0.0231488629 0.0636048971 0.0032614125
#> [116] -0.0008102594 0.0688412259 -0.0004479052 -0.0092258821 0.0320381082
#> [121] 0.0109297589 -0.0091903815 -0.0883326771 -0.0028316802 -0.0597830360
#> [126] 0.0946064421 -0.0653847648 -0.1504931867 -0.1000753824 -0.0833406318
#> [131] -0.0432201193 0.0124140037 0.0584090816 -0.3036722193 0.1549354666
#> [136] -0.0572409081 0.2258299680 0.0480040523 -0.0369779240 0.0148388604
#> [141] 0.0694496467 -0.0373121763 0.0421826107 -0.0816165636 0.0405466621
#> [146] -0.1522241057 0.0015596860 0.0632856965 -0.0742939912 0.1067747824
#> [151] -0.0834999813 0.1696273389 -0.0366477829 -0.0440869184 0.0270926191
#> [156] -0.0435726839 0.0120303188 0.0080846367 -0.0100562052 -0.2669739659
#> [161] 0.0984730601 0.0212737337 0.0277694600 0.0069753727 0.0351642173
#> [166] -0.0372893030 0.0010055704 -0.0512685126 -0.0047131855 0.0052715120
#> [171] -0.0691118824 0.0148633229 0.0516974721 0.0459235527 -0.0105251500
#> [176] -0.0114378299 -0.0699562409 -0.0232867500 -0.0417637204 0.0198299208
#> [181] -0.0247282036 -0.0689213228 -0.0375100203 0.0675069269 0.0125357665
#> [186] 0.0288254557 0.0073548632 0.0260434254 0.0577798179 -0.0138654271
#> [191] 0.0512529574 0.0601098241 0.0458471054 0.0476483858 -0.0061044569
#> [196] 0.0462550530 0.0125579713 -0.0605659978 0.0161035990 0.0211675231
#> [201] -0.0185405777 -0.0723892661 0.0692755222 0.0076225775 0.0002239263
#> [206] 0.0156812890 -0.0187865200 0.0440328859 0.0438763333 -0.0290011745
#> [211] 0.0115036226 -0.0065145988 -0.0017920364 0.0123718939 0.0376316900
#> [216] 0.0036768113 0.0613985870 -0.0535128015 0.0858598348 0.0076290586
#> [221] -0.0047300935 -0.0262179382 0.0549071038 0.0353568542 0.0210452388
#> [226] 0.0366898685 0.0016480069 0.0632321931 -0.0782900302 0.0480233046
#> [231] 0.0266815996 0.0215368631 -0.0433625374 -0.0291777002 -0.0730185319
#> [236] -0.1064859270 0.0001440896 -0.0067630959 0.0418551108 0.0130921838
#> [241] -0.0148568984 -0.0189641173 -0.0436062086 -0.0019906415 0.0480920049
#> [246] 0.0295595724 -0.0316081443 -0.0127752369 0.0163496703 -0.0245449931
#> [251] 0.0269044824 -0.0461813477 -0.0426782091 0.0768852872 0.0183492489
#> [256] 0.0729282809 -0.0045790264 -0.0593927611 0.0151065879 -0.0338218548
#> [261] 0.0649285601 -0.1146748107 0.0393535906 -0.0056398292 -0.0375706848
#> [266] 0.0310903455 -0.0270160911 -0.0333718972 -0.0007874736 0.0555068371
#> [271] 0.0111066382 0.0200461748 0.0218363682 0.0128336915 0.0427900024
#> [276] 0.0099667874 0.0125787610 0.0012809026 0.0389981383 0.0366827709
#> [281] -0.0649932645 0.0166223661 0.0402742147 0.0483902202 -0.0053446722
#> [286] 0.0164435786 0.0466449646 0.0529753920 0.0035312023 -0.0242477596
#> [291] 0.0441474006 -0.0401078349 -0.0289612411 0.0654697128 0.0374301221
#> [296] -0.0070134503 -0.0191958261 0.0070588199 0.0344803681 0.0083564814
#> [301] -0.0326015981 0.0482678477 -0.0523774958 0.0314151988 0.0382128344
#> [306] 0.0092146465 -0.0130473142 -0.0234288002 -0.0036418802 0.0539274892
#> [311] 0.0265088599 -0.0154526441 -0.0127867156 -0.0276570356 -0.0294540260
#> [316] 0.0036813444 -0.0209532942 0.0213588589 -0.0595415607 0.0009066955
#> [321] 0.0439587418 0.0137556305 -0.0057642050 0.0464333323 0.0030494877
#> [326] 0.0239197348 0.0394755921 0.0326694584 -0.0061096000 0.0520535432
#> [331] -0.0361452882 0.0765958040 -0.0301330902 0.0880264833 0.0397501276
#> [336] 0.0080386578 0.0066203665 -0.0086150262 0.0339960184 -0.0025790954
#> [341] 0.0722112709 0.0437457816 -0.0111455396 0.0055231396 -0.0378146227
#> [346] 0.0809302942 -0.0137760716 -0.0419010810 0.0376192918 0.0583172018
#> [351] -0.0126663197 -0.0664244468 0.0372418124 0.0405860021 -0.0438222644
#> [356] -0.0483476683 0.0041289629 -0.0090058422 0.0292442629 -0.0509780707
#> [361] -0.0282331043 0.0191159567 0.0366485310 0.0272532367 -0.0107585275
#> [366] 0.0028935383 -0.0576985216 -0.0620695391 -0.0410926607 0.0197650116
#> [371] -0.0470941646 0.0416768607 -0.0241441684 0.0284444576 0.0247450037
#> [376] 0.0130247235 0.0207968243 0.0357266933 0.0089136033 0.0423223795
#> [381] 0.0167457631 0.0194046581 0.0436355177 -0.0046572380 -0.0002342454
#> [386] -0.0037545952 0.0326139873 0.0132051937 -0.0093637264 0.0270695715
#> [391] -0.0208320690 -0.0499015242 0.0089277664 0.0097437832 0.0200826612
#> [396] -0.0829261107 0.0124420681 -0.0211418828 -0.0219368468 0.0275534767
#> [401] 0.0121009822 -0.0312519301 0.0270672864 -0.0692261307 -0.0020134340
#> [406] 0.0389833755 0.0375170194 0.0520378880 0.0207583856 0.0198854677
#> [411] -0.0041137938 0.0167632711 -0.0351278201 0.0295372263 0.0155335437
#> [416] -0.0271494569 0.0235634378 0.0356347670 -0.0053859031 -0.0448057753
#> [421] 0.0173824617 -0.0120030800 -0.0697726706 -0.0840024001 -0.0830686210
#> [426] 0.0643418357 0.0093011215 -0.0583758634 0.0063228624 0.0956947551
#> [431] -0.0001583350 0.0412980271 -0.0353523654 0.0315929370 0.0382313124
#> [436] 0.0087364449 -0.0270277538 -0.0067208222 0.0455285260 -0.0219019407
#> [441] 0.0282998235 -0.0144508124 0.0191627760 0.0177757655 0.0075103951
#> [446] 0.0086166121 -0.0023222046 0.0092077743 0.0095091461 0.0102101533
#> [451] -0.0202677085 0.0240336410 -0.0009238218 -0.0061794963 -0.0019857994
#> [456] 0.0265171324 -0.0064769624 -0.0199017687 0.0288107210 -0.0135062985
#> [461] -0.0549764152 0.0114770555 0.0187026118 0.0232031124 0.0182197446
#> [466] -0.0137066631 0.0032373984 -0.0028599610 -0.0211246852 -0.0299933574
#> [471] 0.0162178347 -0.0601312300 -0.0178223878 -0.0186110094 -0.0812161964
#> [476] -0.0077269177 0.0393651369 -0.0013754659 -0.0089868944 0.0681794841
#> [481] -0.0071349562 0.0319110948 0.0313774003 -0.0588840266 0.0163856795
#> [486] 0.0367353981 -0.0184127338 0.0263292509 -0.0384388132 0.0011254793
#> [491] 0.0182587785 -0.0532263965 -0.0315551697 0.0040045088 0.0716612922
#> [496] 0.0006880062 -0.0001765975 -0.0269390461 0.0095428763 0.0290168681
#> [501] -0.0031095554 0.0430761012 -0.0547464129 -0.0127205174 -0.0515272493
#> [506] 0.0291653158 0.0106286724 -0.0070802331 -0.0650948872 -0.0646592095
#> [511] 0.0404428590 -0.0377787318 0.0383153019 -0.0432412457 -0.0242324652
#> [516] -0.0871316200 0.0545228851 -0.0119680565 -0.1025529194 -0.0571969768
#> [521] -0.0547786660 0.0679304208 0.0329537324 0.0206557034 -0.0210091036
#> [526] 0.0450103636 0.0440772935 0.0289196801 0.0018789998 0.0301055587
#> [531] 0.0260629627 -0.0483353930 -0.0016553274 -0.0498382607 0.0364445887
#> [536] -0.0167093908 -0.0483373734 -0.0011269699 0.0764993823 0.0041122603
#> [541] 0.0212847435 -0.0020617143 -0.0023464909 0.0141904726 -0.0293851743
#> [546] -0.0022263930 0.0310642671 -0.0140591381 0.0032383627 0.0402209138
#> [551] 0.0012949680 -0.0262552616 -0.0413205241 -0.0065891697 -0.0497338069
#> [556] -0.0194652229 -0.0130617362 0.0290448896 -0.0458756475 0.0332958895
#> [561] -0.0138981443 -0.1231236204 0.0176157541 -0.0196395874 -0.0074842117
#> [566] -0.0318724193 -0.0467972224 -0.0344814289 -0.0209924909 -0.0889021110
#> [571] -0.0886489938 -0.1285715308 0.1561607148 -0.0704566124 -0.0239825062
#> [576] 0.1084780894 0.0459658837 0.0095301297 0.0376826797 0.0370905655
#> [581] 0.0325230753 -0.0801067798 -0.0187668526 -0.0405732892 0.0565950055
#> [586] 0.0152923218 -0.0215820852 0.1059801340 -0.0237872434 0.0246388626
#> [591] -0.0205990763 -0.0152578962 0.0354851452 -0.0194551190 -0.0060034940
#> [596] 0.0158042251 -0.0306984261 -0.0072388173 0.0445907467 -0.0631404767
#> [601] -0.0190548513 -0.0190178749 -0.0060168661 -0.0229654363 0.0399344041
#> [606] -0.0278188005 -0.0192422321 -0.0082005089 -0.0515356776 0.0309157827
#> [611] -0.0065590610 -0.0719416504 -0.0200373838 0.0188454881 0.0738225288
#> [616] -0.0029979258 -0.0270833663 0.0474811334 0.0185466532 -0.0177728401
#> [621] -0.1036702161 0.0243990801 0.0032663687 0.0291519522 -0.0441649749
#> [626] 0.0470157723 -0.0122530359 -0.0287788469 0.0294652919 -0.0026376038
#> [631] 0.0476671593 -0.0154286270 -0.0800390072 0.0442110654 0.0003987265
#> [636] 0.0444798991 -0.0160324149 -0.1169077065 0.0346952250 0.0362694244
#> [641] 0.0140416840 0.0538394561 -0.0029590471 0.0150868200 0.0030638021
#> [646] 0.0895381785 -0.0551854675 -0.0576854938 0.0093866647 0.0202632843
#> [651] -0.0380312247 -0.0063237799 -0.0256461229 -0.0138462079 -0.0727969474
#> [656] -0.0627472640 0.0400709386 0.0239509184 -0.0435465199 -0.0255455019
#> [661] -0.0640583671 -0.0167934451 0.0275032952 -0.0474512025 -0.0266292875
#> [666] -0.0327352342 0.1089380117 -0.0108697630 0.0966753143 0.0250508166
#> [671] 0.0022957017 0.0229090742 0.0120916351 0.0221503609 0.0592651540
#> [676] -0.0226793702 0.0263194407 -0.0459471355 0.0073733778 0.0012780756
#> [681] -0.0255193701 0.0139332970 -0.0187877558 -0.0145134342 -0.0452992454
#> [686] 0.0090374509 -0.0062896755 -0.0668289515 0.0157871094 -0.0276344338
#> [691] 0.0958203939 -0.0217588507 -0.0087955595 -0.0217983803 0.0153878110
#> [696] 0.0614635771 -0.0026531032 -0.0124742094 -0.0144129755 0.0509114790
#> [701] 0.0006138554 -0.0142581328 -0.0158620847 -0.0429402557 0.0374284532
#> [706] 0.0557875078 0.0310888029 -0.0091391850 0.0636773875 0.0381446298
#> [711] -0.0274805449 0.0461955950 0.0018824648 -0.0696509541 0.0683578110
#> [716] -0.1017461755 0.0544961463 0.0114727874 -0.0384394636 0.1207744769
#> [721] 0.0212721075 0.0138214142 -0.0199223241 0.0013234662 0.0395340821
#> [726] 0.0357076859 0.0254389700 -0.0344842418 -0.2502821303 -0.0727561050
#> [731] 0.0703294958 0.0268232130 0.0339431125 -0.0440182584 0.0046284093
#> [736] -0.0017342758 0.0368055587 -0.0178032082 -0.0420402105 0.0351200908
#> [741] 0.0130324479 -0.0266805733 0.0094695247 0.0577529957 -0.0421136009
#> [746] 0.0142603117 0.0374047660 0.0249013825 -0.0198522018 0.0762852469
#> [751] 0.0017656514 -0.0160314024 -0.0337089757 0.0123270820 0.0104865285
#> [756] -0.0821123321 0.0094348877 0.0149013389 -0.0374232404 0.0849986340
#> [761] -0.0251796850 -0.0140059213 -0.1048482551 -0.0516676137 -0.0090054420
#> [766] 0.0531746479 0.0124176059 0.0321937229 0.0562461935 0.0091534749
#> [771] -0.0086387501 0.0332784091 -0.0585656751 0.0410757724 0.0110453531
#> [776] -0.0274137164 0.0066374083 -0.0502895336 0.1039631984 -0.0354525415
#> [781] 0.0072725407 -0.0280045145 0.0225870786 -0.0047815520 -0.0226104759
#> [786] 0.0343826572 -0.0310857802 0.0064643315 -0.0027007707 0.0263518825
#> [791] 0.0036536246 -0.0006662673 0.0062388046 0.0132771491 -0.0332194505
#> [796] 0.0216598382 -0.0053861418 -0.0115405147 0.0305594691 -0.0174556157
#> [801] 0.0138390116 -0.0170295822 0.0066852157 0.0251558796 -0.0370035381
#> [806] -0.0487616723 0.0097142032 0.0079499560 -0.0339755968 0.0269846231
#> [811] 0.0300619701 -0.0355276514 0.0167130388 -0.0469757962 0.0097955525
#> [816] 0.0157911634 0.0275722345 0.0168271294 0.0177732623 0.0278971994
#> [821] 0.0118119203 0.0223172989 -0.0078244655 0.0325468537 -0.0153943495
#> [826] 0.0350993909 0.0053035303 0.0245425031 -0.0010777234 0.0007071355
#> [831] 0.0061111329 0.0155661463 -0.0061975149 -0.0539799832 0.0175267486
#> [836] 0.0444828862 0.0134515501 0.0632580880 -0.0346625563 0.0546586414
#> [841] -0.0057972485 -0.0513192822 0.0541068258 0.0461889510 0.0297557958
#> [846] 0.0654681651 -0.0715320107 0.0493090118 -0.0458383997 0.0401620525
#> [851] 0.0047810196 0.0022085080 0.0603228469 0.0357388529 -0.0013331021
#> [856] -0.0268660097 0.0336501421 -0.0217908939 -0.1616105688 0.0669715514
#> [861] 0.0638591631 0.0462199936 0.0449369367 0.0291442881 -0.0437561157
#> [866] 0.0334538707 0.0258173269 -0.0342419987 0.0473622193 -0.0431536935
#> [871] -0.0100176285 -0.0359197627 0.0569502597 0.0070911710 0.0507187024
#> [876] -0.0645105680 -0.0214404641 0.0869879962 -0.0490486090 -0.0283966318
#> [881] 0.0192044989 -0.0229648221 0.0539990857 -0.0677390053 -0.0083218722
#> [886] -0.0901059503 0.0039171639 0.0226064798 -0.1064960611 -0.0650953640
#> [891] 0.0731050872 -0.0068271914 -0.0323619225 -0.0141092607 -0.0716604610
#> [896] -0.0848566444 0.0205701716 0.0682219028 -0.0034144820 -0.0207868907
#> [901] -0.0239351686 0.0330188718 -0.0718928174 -0.0078341906 -0.0789307333
#> [906] -0.0758638185 0.0082746596 -0.1215735557 0.0896085550 0.0443223673
#> [911] -0.0709281402 -0.0267490053 -0.0181517469 0.0064377806 0.0734676929
#> [916] 0.0396701664 0.0030274124 0.0116618886 0.0128544655 -0.0175362522
#> [921] 0.0500236356 -0.0005733324 0.0447245230 0.0094367517 0.0076625590
#> [926] -0.0213974093 -0.0193715872 0.0100053750 0.0130199789 -0.0404758921
#> [931] 0.0014654761 0.0049939315 0.0083487983 0.0328054517 0.0237606228
#> [936] -0.0330216080 0.0169997988 -0.0254841655 -0.0239498981 0.0267842909
#> [941] -0.0075322492 0.0299847277 -0.0192124501 0.0018679750 -0.0232669203
#> [946] 0.0319112703 -0.0106498031 0.0188449505 -0.0074257581 0.0049461270
#> [951] 0.0031286120 -0.0375770817 -0.0037722157 -0.0025321709 0.0153349114
#> [956] 0.0159692442 0.0217481646 0.0073475045 0.0040094360 0.0060579814
#> [961] -0.0288862116 0.0044558208 0.0340584869 0.0220777300 -0.0276392257
#> [966] -0.0379790103 0.0098565708 0.0280359711 0.0067262992 -0.0508694862
#> [971] -0.0091065150 -0.0691403636 -0.0326685303 -0.0064278712 0.0425998098
#> [976] 0.0034121539 -0.0932345687 -0.0053750916 0.0099822326 -0.0962648058
#> [981] -0.1798721516 -0.0649024421 0.0143001707 -0.0915909799 -0.1060948892
#> [986] 0.0891790757 0.0781467897 0.0407935666 -0.0066826635 0.0671891437
#> [991] 0.0233577370 0.0284564241 -0.0259967913 0.0558044816 0.0092805445
#> [996] -0.0424066076 0.0288646953 0.0521834830 0.0061302851 -0.0893204988
#> [1001] -0.0520122972 0.0685823326 -0.0569604886 0.0862422440 0.0259082861
#> [1006] -0.0078190015 0.0605060109 0.0129169601 0.0255338310 -0.0065949818
#> [1011] 0.0245923681 -0.0182895209 -0.0199956095 -0.0228698456 -0.0583989180
#> [1016] -0.0721751202 0.1056447252 -0.0162269556 0.0053250132 0.0390799841
#> [1021] 0.0341841223 0.0242046011 -0.0132766105 -0.0654688596 0.0417393472
#> [1026] 0.0062920978 0.0168530550 0.0184037514 -0.0245869386 0.0024069214
#> [1031] 0.0033380427
#>
#>
#> $delta
#> [,1]
#> [1,] -0.1115034
#>
#> $vcov
#> [,1]
#> [1,] 0.004975002
#>
#> $ols
#> $ols$coefficients
#> Intercept x1
#> 0.007237846 -0.061374444
#>
#> $ols$se
#> Intercept x1
#> 0.003654313 0.067211694
#>
#> $ols$tstat
#> Intercept x1
#> 1.9806312 -0.9131513
#>
#> $ols$residuals
#> [1] 3.722614e-02 -4.458384e-03 4.722113e-03 5.213657e-02 -3.396689e-02
#> [6] 7.524923e-02 1.810178e-02 4.127993e-02 -6.012939e-02 6.455471e-02
#> [11] 5.258475e-03 -1.701061e-02 -1.954098e-02 9.384806e-02 1.741177e-02
#> [16] 1.272883e-03 -4.446064e-02 5.189673e-03 5.850813e-02 6.834599e-03
#> [21] 3.763661e-03 1.053439e-01 -1.256628e-02 4.370491e-02 -1.693173e-02
#> [26] -6.620108e-03 1.040860e-02 -5.275994e-02 9.948181e-02 3.042554e-02
#> [31] 7.843785e-02 -6.935025e-02 -2.077743e-01 -1.239849e-01 3.111736e-02
#> [36] 4.725040e-02 1.235109e-02 5.997974e-02 -2.798906e-02 -1.740069e-02
#> [41] -1.749459e-01 4.609113e-02 9.991017e-04 -1.391606e-01 -8.271300e-02
#> [46] -1.957383e-02 -7.909471e-02 5.816522e-02 9.379693e-02 -8.784227e-02
#> [51] -9.724372e-02 -1.456038e-01 1.439211e-01 -9.607626e-02 8.780966e-03
#> [56] -3.451592e-01 9.785017e-02 -1.206409e-01 -1.460104e-01 -1.309181e-02
#> [61] 4.648817e-02 -1.389023e-01 -2.280887e-01 -2.506781e-01 2.250427e-02
#> [66] 3.261017e-01 3.038186e-01 -6.511817e-02 -1.575099e-01 -4.514341e-02
#> [71] 5.841669e-02 3.430768e-03 -2.046734e-01 5.146106e-02 3.381601e-01
#> [76] 1.251528e-01 1.098977e-01 -1.055146e-01 1.197725e-01 -1.415942e-01
#> [81] -8.879948e-02 1.064300e-01 1.298198e-02 1.005426e-01 -4.919210e-02
#> [86] 2.575357e-03 -3.233267e-02 -8.559275e-02 2.509338e-02 -1.356047e-01
#> [91] 6.294378e-02 -1.128276e-02 -3.880782e-02 8.037259e-02 -1.317911e-02
#> [96] -4.911724e-02 -3.894440e-02 -3.534908e-02 8.890225e-02 2.284014e-02
#> [101] 5.884798e-02 6.872733e-02 1.321616e-02 1.797011e-02 6.160088e-02
#> [106] 3.888997e-02 2.888971e-02 5.992561e-02 1.112051e-02 1.689521e-02
#> [111] -8.905096e-02 5.292881e-02 2.173065e-02 6.218723e-02 1.831471e-03
#> [116] -2.282073e-03 6.739778e-02 -1.887397e-03 -1.073957e-02 3.051869e-02
#> [121] 9.429838e-03 -1.072262e-02 -8.966580e-02 -4.188373e-03 -6.115146e-02
#> [126] 9.325752e-02 -6.678442e-02 -1.518332e-01 -1.014326e-01 -8.470292e-02
#> [131] -4.461255e-02 1.099361e-02 5.697914e-02 -3.051195e-01 1.535205e-01
#> [136] -5.874450e-02 2.243217e-01 4.650918e-02 -3.848616e-02 1.334399e-02
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#> [991] 2.281865e-02 2.782473e-02 -2.669396e-02 5.521818e-02 8.599060e-03
#> [996] -4.276132e-02 2.837479e-02 5.170382e-02 5.755294e-03 -8.983011e-02
#> [1001] -5.269827e-02 6.772437e-02 -5.779863e-02 8.510004e-02 2.487623e-02
#> [1006] -8.695635e-03 5.969532e-02 1.230489e-02 2.501531e-02 -7.160256e-03
#> [1011] 2.404878e-02 -1.891453e-02 -2.076698e-02 -2.354780e-02 -5.931718e-02
#> [1016] -7.339183e-02 1.041556e-01 -1.754820e-02 3.886898e-03 3.750997e-02
#> [1021] 3.263278e-02 2.277546e-02 -1.458776e-02 -6.696944e-02 3.999680e-02
#> [1026] 4.609257e-03 1.505033e-02 1.668503e-02 -2.626310e-02 7.877788e-04
#> [1031] 1.609115e-03
#>
#>
#> $initial
#> $initial$fitted
#> [1] 5.332593e-03 5.357077e-03 5.459669e-03 5.437239e-03 5.477749e-03
#> [6] 5.428353e-03 5.438986e-03 5.464634e-03 5.455747e-03 5.489117e-03
#> [11] 5.518994e-03 5.542313e-03 5.507197e-03 5.529781e-03 5.534592e-03
#> [16] 5.520894e-03 5.469598e-03 5.480813e-03 5.362195e-03 5.392347e-03
#> [21] 5.357813e-03 5.426299e-03 5.407362e-03 5.395411e-03 5.337558e-03
#> [26] 5.250992e-03 5.167337e-03 5.300081e-03 5.190656e-03 5.238734e-03
#> [31] 5.222126e-03 5.183945e-03 5.187438e-03 5.371049e-03 5.459669e-03
#> [36] 5.391336e-03 5.350673e-03 5.407209e-03 5.428781e-03 5.406780e-03
#> [41] 5.467545e-03 5.468862e-03 5.474838e-03 5.467698e-03 5.494510e-03
#> [46] 5.492182e-03 5.505297e-03 5.451672e-03 5.371081e-03 5.411437e-03
#> [51] 5.447872e-03 5.477167e-03 5.539831e-03 5.520894e-03 5.482713e-03
#> [56] 5.479649e-03 5.303177e-03 5.109054e-03 5.127684e-03 4.983418e-03
#> [61] 5.107704e-03 5.248631e-03 5.215568e-03 5.440271e-03 5.335229e-03
#> [66] 5.355913e-03 5.531802e-03 5.509526e-03 5.523223e-03 5.502386e-03
#> [71] 5.504132e-03 5.550035e-03 5.591863e-03 5.476309e-03 5.512437e-03
#> [76] 5.483878e-03 5.597685e-03 5.600903e-03 5.580066e-03 5.588370e-03
#> [81] 5.587788e-03 5.541885e-03 5.467270e-03 5.415238e-03 5.518841e-03
#> [86] 5.536338e-03 5.599585e-03 5.639666e-03 5.688051e-03 5.703066e-03
#> [91] 5.707877e-03 5.635162e-03 5.569433e-03 5.641412e-03 5.642148e-03
#> [96] 5.680911e-03 5.756109e-03 5.788468e-03 5.791532e-03 5.823738e-03
#> [101] 5.774924e-03 5.818345e-03 5.827967e-03 5.741554e-03 5.742565e-03
#> [106] 5.762820e-03 5.754516e-03 5.781328e-03 5.719982e-03 5.751451e-03
#> [111] 5.788468e-03 5.791532e-03 5.797508e-03 5.796926e-03 5.810041e-03
#> [116] 5.854779e-03 5.824474e-03 5.820245e-03 5.899518e-03 5.905647e-03
#> [121] 5.884810e-03 5.919344e-03 5.706591e-03 5.731779e-03 5.744312e-03
#> [126] 5.723475e-03 5.777682e-03 5.714006e-03 5.732361e-03 5.737754e-03
#> [131] 5.769960e-03 5.799836e-03 5.810041e-03 5.828549e-03 5.794015e-03
#> [136] 5.888731e-03 5.893696e-03 5.879416e-03 5.893696e-03 5.879416e-03
#> [141] 5.880581e-03 5.913369e-03 5.890785e-03 5.925319e-03 5.942081e-03
#> [146] 5.966565e-03 6.016696e-03 6.064499e-03 6.138532e-03 6.105316e-03
#> [151] 6.160105e-03 6.037412e-03 5.739686e-03 5.970333e-03 6.024418e-03
#> [156] 6.083590e-03 6.058095e-03 6.066399e-03 6.151065e-03 6.110709e-03
#> [161] 5.943124e-03 6.082854e-03 6.091465e-03 6.096276e-03 6.148154e-03
#> [166] 6.150055e-03 6.247836e-03 6.271891e-03 6.144386e-03 6.155448e-03
#> [171] 6.201351e-03 6.262851e-03 6.263587e-03 6.289235e-03 6.286906e-03
#> [176] 6.293463e-03 6.273209e-03 6.347088e-03 6.314454e-03 6.198747e-03
#> [181] 5.927252e-03 5.952285e-03 5.971958e-03 5.957096e-03 5.977933e-03
#> [186] 5.969629e-03 5.970211e-03 5.970211e-03 5.970211e-03 5.970211e-03
#> [191] 5.950539e-03 5.958843e-03 5.964818e-03 5.957678e-03 5.951703e-03
#> [196] 5.958843e-03 5.971376e-03 5.970211e-03 5.963654e-03 5.964236e-03
#> [201] 5.957678e-03 5.951703e-03 5.945728e-03 5.946310e-03 5.946310e-03
#> [206] 5.952867e-03 5.952285e-03 5.945728e-03 5.952867e-03 5.945728e-03
#> [211] 5.952867e-03 5.952285e-03 5.952285e-03 5.952285e-03 5.952285e-03
#> [216] 5.958843e-03 5.997606e-03 6.020343e-03 6.018014e-03 6.070475e-03
#> [221] 6.078932e-03 6.136786e-03 6.085643e-03 6.096276e-03 6.108809e-03
#> [226] 6.140433e-03 6.176867e-03 6.245507e-03 6.239103e-03 6.245661e-03
#> [231] 6.245078e-03 6.186060e-03 6.178185e-03 6.199022e-03 6.177603e-03
#> [236] 6.126889e-03 6.118431e-03 6.139268e-03 6.111291e-03 6.166081e-03
#> [241] 6.148308e-03 6.149472e-03 6.156030e-03 6.129218e-03 6.138104e-03
#> [246] 6.137522e-03 6.150637e-03 6.175703e-03 6.153701e-03 6.129218e-03
#> [251] 6.052856e-03 5.968036e-03 5.976187e-03 5.989302e-03 5.988137e-03
#> [256] 6.001253e-03 6.052549e-03 6.001988e-03 5.986391e-03 5.981580e-03
#> [261] 5.982162e-03 5.975605e-03 6.002417e-03 6.013203e-03 6.038269e-03
#> [266] 6.049055e-03 6.074121e-03 6.071793e-03 6.071793e-03 6.137368e-03
#> [271] 6.138104e-03 6.176867e-03 6.160259e-03 6.161423e-03 6.161423e-03
#> [276] 6.181096e-03 6.140004e-03 6.150055e-03 6.142915e-03 6.150055e-03
#> [281] 6.156030e-03 6.135775e-03 6.150637e-03 6.149472e-03 6.110127e-03
#> [286] 6.080832e-03 6.090301e-03 6.089719e-03 6.109391e-03 6.061742e-03
#> [291] 5.980569e-03 5.942235e-03 5.906965e-03 5.877670e-03 5.926484e-03
#> [296] 5.961754e-03 5.912358e-03 5.909875e-03 5.844882e-03 5.817916e-03
#> [301] 5.827385e-03 5.820245e-03 5.860172e-03 5.915697e-03 5.890785e-03
#> [306] 5.879416e-03 5.867466e-03 5.829285e-03 5.767202e-03 5.825485e-03
#> [311] 5.801154e-03 5.756998e-03 5.761073e-03 5.708613e-03 5.667368e-03
#> [316] 5.612425e-03 5.545531e-03 5.637184e-03 5.629615e-03 5.616500e-03
#> [321] 5.742258e-03 5.750869e-03 5.716335e-03 5.797936e-03 5.679472e-03
#> [326] 5.768060e-03 5.767631e-03 5.799836e-03 5.757580e-03 5.806976e-03
#> [331] 5.842246e-03 5.819081e-03 5.807712e-03 5.808876e-03 5.789204e-03
#> [336] 5.804065e-03 5.711095e-03 5.679901e-03 5.709624e-03 5.694180e-03
#> [341] 5.715017e-03 5.673925e-03 5.631515e-03 5.629033e-03 5.649288e-03
#> [346] 5.686887e-03 5.663721e-03 5.665467e-03 5.685140e-03 5.676836e-03
#> [351] 5.611843e-03 5.565204e-03 5.648552e-03 5.641566e-03 5.549760e-03
#> [356] 5.479220e-03 5.492764e-03 5.459394e-03 5.436075e-03 5.359713e-03
#> [361] 5.478177e-03 5.468280e-03 5.448608e-03 5.358548e-03 5.347026e-03
#> [366] 5.263525e-03 5.244863e-03 5.234077e-03 5.254914e-03 5.220379e-03
#> [371] 5.413459e-03 5.508054e-03 5.452254e-03 5.489117e-03 5.512437e-03
#> [376] 5.575683e-03 5.556746e-03 5.485778e-03 5.367588e-03 5.195038e-03
#> [381] 5.152321e-03 5.196906e-03 5.232759e-03 5.137460e-03 4.975114e-03
#> [386] 5.029596e-03 5.019545e-03 4.947995e-03 4.934726e-03 4.923357e-03
#> [391] 4.937637e-03 4.897127e-03 4.861275e-03 4.917228e-03 4.840438e-03
#> [396] 4.748479e-03 4.796557e-03 4.871754e-03 4.982804e-03 4.873961e-03
#> [401] 4.941712e-03 5.002048e-03 5.160165e-03 5.093150e-03 5.117480e-03
#> [406] 5.089503e-03 5.039372e-03 5.168622e-03 5.000180e-03 5.092843e-03
#> [411] 5.053069e-03 5.095325e-03 5.052487e-03 5.010077e-03 5.014152e-03
#> [416] 4.974807e-03 5.024203e-03 5.039800e-03 5.011823e-03 4.942019e-03
#> [421] 4.922193e-03 4.957309e-03 5.059319e-03 5.076235e-03 5.080463e-03
#> [426] 5.027421e-03 4.959945e-03 5.038482e-03 5.051751e-03 5.069677e-03
#> [431] 5.061373e-03 5.068513e-03 5.048258e-03 5.036889e-03 5.031496e-03
#> [436] 5.005848e-03 5.001619e-03 4.995644e-03 4.996226e-03 4.989669e-03
#> [441] 4.977136e-03 4.945512e-03 4.954981e-03 4.934726e-03 4.910242e-03
#> [446] 4.892898e-03 4.894645e-03 4.901202e-03 4.907178e-03 4.926268e-03
#> [451] 4.911407e-03 4.899456e-03 4.913735e-03 4.912571e-03 4.906013e-03
#> [456] 4.900038e-03 4.907178e-03 4.893480e-03 4.907760e-03 4.906596e-03
#> [461] 4.900038e-03 4.900620e-03 4.894063e-03 4.868415e-03 4.837956e-03
#> [466] 4.840866e-03 4.788406e-03 4.734046e-03 4.693382e-03 4.566307e-03
#> [471] 4.689429e-03 4.633629e-03 4.598359e-03 4.575621e-03 4.545162e-03
#> [476] 4.436595e-03 4.571085e-03 4.645272e-03 4.552456e-03 4.723963e-03
#> [481] 4.755311e-03 4.639758e-03 4.715230e-03 4.565142e-03 4.545162e-03
#> [486] 4.384135e-03 4.411804e-03 4.351622e-03 4.337189e-03 4.129094e-03
#> [491] 4.029688e-03 4.112300e-03 4.237047e-03 4.186058e-03 4.071515e-03
#> [496] 4.167243e-03 4.159674e-03 4.244922e-03 4.348832e-03 4.319263e-03
#> [501] 4.248876e-03 4.176590e-03 4.032752e-03 3.836301e-03 3.730337e-03
#> [506] 3.734841e-03 3.722308e-03 3.900526e-03 3.609390e-03 3.712532e-03
#> [511] 3.718661e-03 3.658479e-03 3.355514e-03 3.540257e-03 3.375462e-03
#> [516] 3.316719e-03 3.283777e-03 3.562687e-03 3.472660e-03 3.229295e-03
#> [521] 2.962886e-03 3.211459e-03 3.335930e-03 3.277220e-03 3.373101e-03
#> [526] 3.279702e-03 3.654493e-03 3.549758e-03 3.792234e-03 3.659797e-03
#> [531] 3.905766e-03 3.714311e-03 3.696660e-03 3.588093e-03 3.584874e-03
#> [536] 3.802438e-03 3.861917e-03 3.920506e-03 3.862224e-03 3.860324e-03
#> [541] 3.801888e-03 3.833358e-03 3.758896e-03 3.752185e-03 3.871385e-03
#> [546] 3.795330e-03 3.892958e-03 3.871692e-03 3.800724e-03 3.905491e-03
#> [551] 3.988564e-03 3.836147e-03 3.285006e-03 3.315401e-03 3.330262e-03
#> [556] 3.322540e-03 3.218202e-03 3.181614e-03 2.857812e-03 3.096762e-03
#> [561] 3.242071e-03 3.319322e-03 3.160348e-03 3.081933e-03 2.998277e-03
#> [566] 2.953968e-03 2.729111e-03 2.533088e-03 2.591645e-03 2.575037e-03
#> [571] 2.504068e-03 2.300631e-03 2.437296e-03 2.702234e-03 2.835164e-03
#> [576] 2.893325e-03 2.650849e-03 2.724268e-03 2.483539e-03 2.320886e-03
#> [581] 2.442107e-03 2.583616e-03 2.465305e-03 2.376257e-03 2.266954e-03
#> [586] 2.559407e-03 2.409780e-03 2.637241e-03 2.637702e-03 2.635955e-03
#> [591] 2.701531e-03 2.662921e-03 2.508451e-03 2.614229e-03 2.619193e-03
#> [596] 2.716392e-03 2.766677e-03 2.774553e-03 2.970115e-03 3.136261e-03
#> [601] 2.837985e-03 2.790886e-03 2.816963e-03 2.821774e-03 2.860537e-03
#> [606] 2.929177e-03 2.830967e-03 2.930923e-03 2.857197e-03 2.751541e-03
#> [611] 2.787668e-03 2.614843e-03 2.544732e-03 2.512955e-03 2.457430e-03
#> [616] 2.416767e-03 2.329036e-03 2.251938e-03 2.305410e-03 2.399698e-03
#> [621] 2.279487e-03 2.099215e-03 2.194788e-03 2.050094e-03 2.141010e-03
#> [626] 1.989758e-03 2.041911e-03 1.907267e-03 2.043504e-03 2.202939e-03
#> [631] 2.069766e-03 2.001555e-03 1.877390e-03 1.187376e-03 1.413608e-03
#> [636] 1.379381e-03 7.122575e-04 2.994963e-04 -6.136926e-06 1.093599e-03
#> [641] 1.254448e-03 1.435027e-03 9.710664e-04 5.778563e-04 3.211905e-04
#> [646] 4.574128e-05 7.907903e-05 2.817808e-04 1.850427e-04 -2.801146e-04
#> [651] -8.683554e-06 -5.798938e-04 -9.163513e-05 -3.863855e-04 -7.964787e-04
#> [656] -1.249871e-03 -1.448837e-03 -7.846566e-04 2.337278e-04 -6.093099e-04
#> [661] -1.074103e-03 -9.416984e-04 -8.509035e-04 -6.038918e-04 -6.921722e-04
#> [666] -1.040458e-03 -6.155675e-04 -7.858533e-06 4.006739e-04 8.249251e-04
#> [671] 6.983423e-04 9.026371e-04 7.671359e-04 1.125165e-03 9.434861e-04
#> [676] 1.166718e-03 7.480776e-04 7.376876e-04 2.237166e-04 1.910181e-04
#> [681] 5.455543e-04 3.114149e-04 4.081530e-04 2.634583e-04 3.871624e-04
#> [686] 1.346361e-04 -7.989507e-05 -2.622206e-04 -8.802553e-04 -7.778811e-04
#> [691] -2.507950e-04 -1.471278e-04 6.899625e-05 4.551880e-04 4.453231e-04
#> [696] 4.364369e-04 7.189936e-04 1.562410e-04 3.875910e-04 4.958834e-04
#> [701] 1.140577e-03 1.128262e-03 8.881148e-04 1.059897e-03 9.547011e-04
#> [706] 1.166136e-03 1.410390e-03 1.747768e-03 1.702633e-03 2.471031e-03
#> [711] 2.894732e-03 2.746148e-03 2.322664e-03 2.741426e-03 2.583066e-03
#> [716] 2.895775e-03 2.449311e-03 2.643952e-03 2.787361e-03 2.707813e-03
#> [721] 2.785768e-03 2.877727e-03 2.659153e-03 2.258100e-03 2.157650e-03
#> [726] 2.189549e-03 1.991076e-03 1.818372e-03 1.468033e-03 1.933433e-03
#> [731] 1.862221e-03 1.937265e-03 2.376775e-03 2.324071e-03 2.017031e-03
#> [736] 1.860782e-03 1.726260e-03 1.969164e-03 1.752061e-03 1.749854e-03
#> [741] 1.967999e-03 2.132399e-03 1.893141e-03 1.945723e-03 2.041175e-03
#> [746] 1.822601e-03 1.880576e-03 1.949216e-03 2.205114e-03 2.555607e-03
#> [751] 2.653574e-03 2.379629e-03 2.363570e-03 2.609693e-03 2.601267e-03
#> [756] 2.547642e-03 2.230980e-03 2.187374e-03 2.108530e-03 1.886584e-03
#> [761] 2.175819e-03 2.276544e-03 2.291712e-03 1.895931e-03 1.970207e-03
#> [766] 2.071634e-03 2.324621e-03 2.393140e-03 2.430892e-03 2.400587e-03
#> [771] 2.383243e-03 2.430892e-03 2.374357e-03 2.280651e-03 2.354959e-03
#> [776] 2.558979e-03 2.723960e-03 2.701102e-03 2.714799e-03 3.100530e-03
#> [781] 2.764534e-03 2.784757e-03 2.654188e-03 2.626487e-03 2.774246e-03
#> [786] 2.866359e-03 3.112788e-03 3.096641e-03 3.194422e-03 2.982405e-03
#> [791] 2.954550e-03 3.102891e-03 3.096641e-03 3.273112e-03 3.231163e-03
#> [796] 3.240050e-03 3.239467e-03 3.455866e-03 3.515345e-03 3.724758e-03
#> [801] 3.679316e-03 3.707875e-03 3.521935e-03 3.518563e-03 3.631788e-03
#> [806] 3.326801e-03 3.071025e-03 2.964908e-03 2.884745e-03 2.794533e-03
#> [811] 2.986877e-03 2.872213e-03 2.625201e-03 2.588888e-03 2.600685e-03
#> [816] 2.659121e-03 2.778475e-03 2.911679e-03 2.918544e-03 2.982373e-03
#> [821] 3.422464e-03 3.428779e-03 3.286995e-03 3.410699e-03 3.472935e-03
#> [826] 3.610798e-03 3.716025e-03 3.836697e-03 3.785708e-03 3.461324e-03
#> [831] 3.326494e-03 3.196783e-03 3.137458e-03 3.235667e-03 3.201286e-03
#> [836] 3.079022e-03 3.234349e-03 3.437940e-03 3.602340e-03 3.389312e-03
#> [841] 3.301857e-03 3.278384e-03 3.091126e-03 3.226045e-03 3.241796e-03
#> [846] 3.324716e-03 3.651582e-03 3.392377e-03 3.563577e-03 3.720683e-03
#> [851] 3.764564e-03 3.838015e-03 3.916277e-03 3.843133e-03 3.829282e-03
#> [856] 3.817914e-03 3.897769e-03 3.995703e-03 3.933928e-03 4.181215e-03
#> [861] 4.356401e-03 4.188112e-03 4.234290e-03 4.185476e-03 4.228896e-03
#> [866] 3.890968e-03 3.887872e-03 3.877668e-03 3.741123e-03 3.674659e-03
#> [871] 3.602954e-03 3.544365e-03 3.569859e-03 3.535325e-03 3.466103e-03
#> [876] 3.341356e-03 3.457920e-03 3.579756e-03 3.751724e-03 3.656733e-03
#> [881] 3.598143e-03 3.722001e-03 3.783655e-03 3.888729e-03 3.760796e-03
#> [886] 3.849966e-03 4.000361e-03 4.104424e-03 4.067715e-03 4.155292e-03
#> [891] 4.082148e-03 3.865013e-03 3.878250e-03 3.905062e-03 4.092902e-03
#> [896] 4.174382e-03 4.191880e-03 4.425623e-03 4.096460e-03 3.979556e-03
#> [901] 4.031709e-03 4.067561e-03 3.795209e-03 4.009247e-03 3.972691e-03
#> [906] 4.053128e-03 4.190408e-03 4.400557e-03 4.577489e-03 4.376413e-03
#> [911] 4.307466e-03 4.557663e-03 4.463990e-03 4.621217e-03 4.516021e-03
#> [916] 4.556960e-03 4.849138e-03 4.718020e-03 4.137155e-03 4.255127e-03
#> [921] 4.524722e-03 4.316659e-03 4.326402e-03 4.379445e-03 4.453478e-03
#> [926] 4.551413e-03 4.601116e-03 4.222096e-03 4.202820e-03 4.253380e-03
#> [931] 4.308323e-03 4.499810e-03 4.515132e-03 4.577797e-03 4.414594e-03
#> [936] 4.546602e-03 4.660716e-03 4.557849e-03 4.506982e-03 4.689275e-03
#> [941] 4.811265e-03 4.871172e-03 4.687714e-03 4.860814e-03 4.637000e-03
#> [946] 4.524479e-03 4.555795e-03 4.685200e-03 4.588308e-03 4.707355e-03
#> [951] 4.369580e-03 4.234750e-03 4.229632e-03 4.257609e-03 4.340528e-03
#> [956] 4.477226e-03 4.543109e-03 4.555795e-03 4.645854e-03 4.480323e-03
#> [961] 4.422162e-03 4.592505e-03 4.473029e-03 4.508574e-03 4.368537e-03
#> [966] 4.308630e-03 4.446185e-03 4.526347e-03 4.505081e-03 4.565264e-03
#> [971] 4.789538e-03 4.736374e-03 4.831091e-03 4.809825e-03 4.850335e-03
#> [976] 4.676346e-03 4.580004e-03 4.688264e-03 4.646744e-03 4.754575e-03
#> [981] 4.784606e-03 4.551599e-03 5.267075e-03 5.657835e-03 5.020928e-03
#> [986] 5.028003e-03 5.333726e-03 4.946280e-03 4.834034e-03 4.866514e-03
#> [991] 4.858210e-03 4.957156e-03 5.027114e-03 4.908649e-03 5.010352e-03
#> [996] 4.661209e-03 4.805656e-03 4.794713e-03 4.682880e-03 4.826713e-03
#> [1001] 5.015146e-03 5.198914e-03 5.177728e-03 5.502606e-03 5.384922e-03
#> [1006] 5.218859e-03 5.148405e-03 4.936183e-03 4.836236e-03 4.886187e-03
#> [1011] 4.863021e-03 4.950016e-03 5.106386e-03 5.006584e-03 5.263339e-03
#> [1016] 5.582209e-03 5.873255e-03 5.693905e-03 5.818773e-03 5.959700e-03
#> [1021] 5.939752e-03 5.809184e-03 5.683119e-03 5.885513e-03 6.144047e-03
#> [1026] 6.080250e-03 6.208337e-03 6.118585e-03 6.073111e-03 6.012192e-03
#> [1031] 6.129493e-03
#>
#> $initial$intercept
#> [1] 0.007428202
#>
#>
#> $rse
#> [1] 0.00304804
#>
#> $coefficients_ar
#> ar1
#> 0.08877989
#>
#> $ar_method
#> [1] 1
#>
#> $ar_ic
#> [1] "bic"
#>
#> $Wald_AR
#> Lag Wald
#> 1 0.7888
#>
#> $q
#> [1] 1
#>