Fitter Functions for IVX-AR Models

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),
  ...
)

Arguments

y	vector of observations of length n, or a matrix with n rows.
x	design matrix of dimension n * p.
horizon	is the horizon (default horizon = 1 corresponds to a short-horizon regression).
offset	(numeric of length n). This can be used to specify an a priori known component to be included in the linear predictor during fitting.
ar	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.
ar_max	Maximum ar order of model to fit.
ar_ic	Information criterion to be used in model selection.
ar_grid	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.

Examples

ivx_ar_fit(monthly$Ret, as.matrix(monthly$LTY))
#> $coefficients
#>          x1 
#> -0.06807532 
#> 
#> $intercept
#> [1] 1.830419e-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
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#>  [742,] 0.08358215
#>  [743,] 0.08271277
#>  [744,] 0.08129657
#>  [745,] 0.07779885
#>  [746,] 0.07237213
#>  [747,] 0.07052969
#>  [748,] 0.07439363
#>  [749,] 0.07434673
#>  [750,] 0.07098909
#>  [751,] 0.07203692
#>  [752,] 0.07287416
#>  [753,] 0.07701081
#>  [754,] 0.07777235
#>  [755,] 0.07937668
#>  [756,] 0.08321091
#>  [757,] 0.07863302
#>  [758,] 0.07680839
#>  [759,] 0.07674330
#>  [760,] 0.08212605
#>  [761,] 0.08071112
#>  [762,] 0.07956550
#>  [763,] 0.07643951
#>  [764,] 0.07510154
#>  [765,] 0.07390724
#>  [766,] 0.07410062
#>  [767,] 0.07452867
#>  [768,] 0.07411354
#>  [769,] 0.07515623
#>  [770,] 0.07664687
#>  [771,] 0.07540652
#>  [772,] 0.07238675
#>  [773,] 0.07002928
#>  [774,] 0.07013893
#>  [775,] 0.06953736
#>  [776,] 0.06360902
#>  [777,] 0.06911835
#>  [778,] 0.06897154
#>  [779,] 0.07043097
#>  [780,] 0.07156052
#>  [781,] 0.06959129
#>  [782,] 0.06801412
#>  [783,] 0.06420669
#>  [784,] 0.06405481
#>  [785,] 0.06243941
#>  [786,] 0.06554683
#>  [787,] 0.06624774
#>  [788,] 0.06417169
#>  [789,] 0.06463857
#>  [790,] 0.06198450
#>  [791,] 0.06214281
#>  [792,] 0.06202337
#>  [793,] 0.06195661
#>  [794,] 0.05881934
#>  [795,] 0.05809981
#>  [796,] 0.05486163
#>  [797,] 0.05524567
#>  [798,] 0.05482185
#>  [799,] 0.05765961
#>  [800,] 0.05798311
#>  [801,] 0.05647620
#>  [802,] 0.06138055
#>  [803,] 0.06520686
#>  [804,] 0.06645340
#>  [805,] 0.06817453
#>  [806,] 0.06990493
#>  [807,] 0.06662649
#>  [808,] 0.06809205
#>  [809,] 0.07176601
#>  [810,] 0.07188551
#>  [811,] 0.07187250
#>  [812,] 0.07151023
#>  [813,] 0.06948736
#>  [814,] 0.06709669
#>  [815,] 0.06683120
#>  [816,] 0.06571318
#>  [817,] 0.05894638
#>  [818,] 0.05906547
#>  [819,] 0.06128188
#>  [820,] 0.05881437
#>  [821,] 0.05818657
#>  [822,] 0.05683952
#>  [823,] 0.05503287
#>  [824,] 0.05298633
#>  [825,] 0.05372867
#>  [826,] 0.05867608
#>  [827,] 0.06079488
#>  [828,] 0.06308465
#>  [829,] 0.06460599
#>  [830,] 0.06309136
#>  [831,] 0.06332839
#>  [832,] 0.06499641
#>  [833,] 0.06227544
#>  [834,] 0.05919485
#>  [835,] 0.05694998
#>  [836,] 0.05985964
#>  [837,] 0.06081023
#>  [838,] 0.06123587
#>  [839,] 0.06476535
#>  [840,] 0.06294990
#>  [841,] 0.06246844
#>  [842,] 0.06132082
#>  [843,] 0.05599891
#>  [844,] 0.05975989
#>  [845,] 0.05715490
#>  [846,] 0.05438562
#>  [847,] 0.05436062
#>  [848,] 0.05325792
#>  [849,] 0.05163909
#>  [850,] 0.05295768
#>  [851,] 0.05329136
#>  [852,] 0.05347022
#>  [853,] 0.05249961
#>  [854,] 0.05109506
#>  [855,] 0.05195857
#>  [856,] 0.04803240
#>  [857,] 0.04525271
#>  [858,] 0.04804005
#>  [859,] 0.04705897
#>  [860,] 0.04763089
#>  [861,] 0.04760483
#>  [862,] 0.05285090
#>  [863,] 0.05279881
#>  [864,] 0.05293452
#>  [865,] 0.05547281
#>  [866,] 0.05635862
#>  [867,] 0.05705892
#>  [868,] 0.05810889
#>  [869,] 0.05773248
#>  [870,] 0.05816085
#>  [871,] 0.05916240
#>  [872,] 0.06090054
#>  [873,] 0.05910958
#>  [874,] 0.05736952
#>  [875,] 0.05484129
#>  [876,] 0.05595547
#>  [877,] 0.05655588
#>  [878,] 0.05462134
#>  [879,] 0.05408053
#>  [880,] 0.05273146
#>  [881,] 0.05436909
#>  [882,] 0.05289448
#>  [883,] 0.05064045
#>  [884,] 0.04937910
#>  [885,] 0.04986852
#>  [886,] 0.04820646
#>  [887,] 0.04935355
#>  [888,] 0.05296201
#>  [889,] 0.05276495
#>  [890,] 0.05249459
#>  [891,] 0.05001117
#>  [892,] 0.04855083
#>  [893,] 0.04795913
#>  [894,] 0.04412184
#>  [895,] 0.04915726
#>  [896,] 0.05117291
#>  [897,] 0.05019733
#>  [898,] 0.05029590
#>  [899,] 0.05473280
#>  [900,] 0.05094073
#>  [901,] 0.05131894
#>  [902,] 0.05053714
#>  [903,] 0.04804042
#>  [904,] 0.04466249
#>  [905,] 0.04205575
#>  [906,] 0.04492560
#>  [907,] 0.04582739
#>  [908,] 0.04206417
#>  [909,] 0.04416500
#>  [910,] 0.04198320
#>  [911,] 0.04296802
#>  [912,] 0.04249304
#>  [913,] 0.03807116
#>  [914,] 0.04021658
#>  [915,] 0.04912132
#>  [916,] 0.04681191
#>  [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
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#> [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  0.0651805108  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] 8.751852e-19
#> 
#> $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
#>   [91]  1.425657e-03  1.352941e-03  1.287212e-03  1.359192e-03  1.359927e-03
#>   [96]  1.398691e-03  1.473888e-03  1.506247e-03  1.509312e-03  1.541517e-03
#>  [101]  1.492704e-03  1.536124e-03  1.545746e-03  1.459334e-03  1.460344e-03
#>  [106]  1.480599e-03  1.472295e-03  1.499107e-03  1.437761e-03  1.469231e-03
#>  [111]  1.506247e-03  1.509312e-03  1.515287e-03  1.514705e-03  1.527820e-03
#>  [116]  1.572558e-03  1.542253e-03  1.538024e-03  1.617297e-03  1.623426e-03
#>  [121]  1.602589e-03  1.637123e-03  1.424371e-03  1.449558e-03  1.462091e-03
#>  [126]  1.441254e-03  1.495461e-03  1.431785e-03  1.450140e-03  1.455533e-03
#>  [131]  1.487739e-03  1.517616e-03  1.527820e-03  1.546328e-03  1.511794e-03
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#>  [911]  2.524490e-05  2.754425e-04  1.817689e-04  3.389964e-04  2.338007e-04
#>  [916]  2.747389e-04  5.669177e-04  4.357989e-04 -1.450656e-04 -2.709406e-05
#>  [921]  2.425012e-04  3.443833e-05  4.418178e-05  9.722434e-05  1.712575e-04
#>  [926]  2.691921e-04  3.188952e-04 -6.012465e-05 -7.940086e-05 -2.884060e-05
#>  [931]  2.610208e-05  2.175889e-04  2.329113e-04  2.955759e-04  1.323730e-04
#>  [936]  2.643811e-04  3.784953e-04  2.756282e-04  2.247608e-04  4.070542e-04
#>  [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
#>   [11]  0.0051792422 -0.0170913411 -0.0196194548  0.0937681401  0.0173315368
#>   [16]  0.0011935283 -0.0445367133  0.0051128864  0.0584389471  0.0067634793
#>   [21]  0.0036947541  0.1052706114 -0.0126383627  0.0436335933 -0.0169993397
#>   [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
#>   [41] -0.1750218639  0.0460151093  0.0009226977 -0.1392365025 -0.0827906672
#>   [46] -0.0196513429 -0.0791730681  0.0580903003  0.0937271737 -0.0879146142
#>   [51] -0.0973184006 -0.1456803183  0.1438404961 -0.0961556131  0.0087040578
#>   [56] -0.3452359094  0.0977847669 -0.1206939101 -0.1460645969 -0.0131367281
#>   [61]  0.0464352834 -0.1389642517 -0.2281484687 -0.2507523083  0.0224368138
#>   [66]  0.3260329481  0.3037385001 -0.0651967977 -0.1575893897 -0.0452215787
#>   [71]  0.0583384141  0.0033495462 -0.2047573033  0.0513845593  0.3380812549
#>   [76]  0.1250758128  0.1098134300 -0.1055990699  0.1196893777 -0.1416778606
#>   [81] -0.0888831213  0.1063493228  0.0129060560  0.1004700523 -0.0492713267
#>   [86]  0.0024950126 -0.0324170613 -0.0856797134  0.0250033130 -0.1356957574
#>   [91]  0.0628524489 -0.0113694311 -0.0388902859  0.0802855162 -0.0132662336
#>   [96] -0.0492068473 -0.0390388226 -0.0354455751  0.0888055562  0.0227413806
#>  [101]  0.0587523543  0.0686289163  0.0131171334  0.0178766238  0.0615073206
#>  [106]  0.0387951211  0.0287953881  0.0598295745  0.0110284007  0.0168010865
#>  [111] -0.0891474545  0.0528321187  0.0216335759  0.0620901922  0.0017335925
#>  [116] -0.0023828179  0.0672989729 -0.0019859294 -0.0108431790  0.0304146823
#>  [121]  0.0093271700 -0.0108275047 -0.0897570478 -0.0042812382 -0.0612451269
#>  [126]  0.0931651882 -0.0668802256 -0.1519249722 -0.1015255225 -0.0847961652
#>  [131] -0.0447078582  0.0108963879  0.0568812616 -0.3052185475  0.1534236726
#>  [136] -0.0588474186  0.2242184928  0.0464068566 -0.0385893992  0.0132416647
#>  [141]  0.0678512866 -0.0389433241  0.0405740464 -0.0832596621  0.0388868018
#>  [146] -0.1539084497 -0.0001747897  0.0615034179 -0.0761503029  0.1049516870
#>  [151] -0.0853778658  0.1678721477 -0.0381052486 -0.0457750304  0.0253504216
#>  [156] -0.0453740530  0.0102544442  0.0063004580 -0.0119250499 -0.2688024545
#>  [161]  0.0968121569  0.0194731004  0.0259602155  0.0051613171  0.0332982836
#>  [166] -0.0391571369 -0.0009600445 -0.0532581826 -0.0065753512  0.0033982849
#>  [171] -0.0710310123  0.0128826928  0.0497161062  0.0439165388 -0.0125298352
#>  [176] -0.0134490727 -0.0719472288 -0.0253516174 -0.0437959538  0.0179133946
#>  [181] -0.0263732344 -0.0705913873 -0.0391997575  0.0658320514  0.0108400540
#>  [186]  0.0271380473  0.0056668726  0.0243554347  0.0560918273 -0.0155534177
#>  [191]  0.0495846394  0.0584332020  0.0441645080  0.0459729281 -0.0077739392
#>  [196]  0.0445784309  0.0108688164 -0.0622539884  0.0144221659  0.0194855079
#>  [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
#>  [216]  0.0020001893  0.0596832018 -0.0552509237  0.0841240413  0.0058408046
#>  [221] -0.0065268052 -0.0280725034  0.0531036811  0.0335427986  0.0192186503
#>  [226]  0.0348316567 -0.0002466394  0.0612689069 -0.0802469124  0.0460598648
#>  [231]  0.0247187420  0.0196330235 -0.0452585016 -0.0310945014 -0.0749139139
#>  [236] -0.1083305952 -0.0016921209 -0.0086201434  0.0400260401  0.0112083240
#>  [241] -0.0167229858 -0.0208313690 -0.0454800179 -0.0038376383  0.0462361218
#>  [246]  0.0277042715 -0.0334765604 -0.0146687188  0.0144781898 -0.0263919900
#>  [251]  0.0251338473 -0.0478671632 -0.0443721751  0.0751782061  0.0166433322
#>  [256]  0.0712092491 -0.0063493543 -0.0611125287  0.0134024177 -0.0355212139
#>  [261]  0.0632286187 -0.1163681945  0.0376333944 -0.0073708118 -0.0393267332
#>  [266]  0.0293235107 -0.0288079917 -0.0351614690 -0.0025770455  0.0536516897
#>  [271]  0.0092507551  0.0181515286  0.0199583301  0.0109544891  0.0409108000
#>  [276]  0.0080679123  0.0107209778 -0.0005869313  0.0371374441  0.0348149370
#>  [281] -0.0668670737  0.0147688116  0.0384057986  0.0465229685 -0.0071725786
#>  [286]  0.0146449668  0.0448368844  0.0511678940  0.0017040316 -0.0260272809
#>  [291]  0.0424490522 -0.0417678488 -0.0305859849  0.0638742637  0.0357858592
#>  [296] -0.0086929833 -0.0208259631  0.0054311652  0.0329177066  0.0068207859
#>  [301] -0.0341467620  0.0467298235 -0.0539554475  0.0297817223  0.0366042702
#>  [306]  0.0076174508 -0.0146325591 -0.0249758642 -0.0051268618  0.0523842254
#>  [311]  0.0249899262 -0.0169274215 -0.0142655683 -0.0290834279 -0.0308391729
#>  [316]  0.0023511402 -0.0222166050  0.0200038960 -0.0608889553 -0.0004275839
#>  [321]  0.0424987046  0.0122869820 -0.0071983192  0.0449176166  0.0016522365
#>  [326]  0.0224338960  0.0379901818  0.0311518426 -0.0075849596  0.0505287877
#>  [331] -0.0377053138  0.0750589442 -0.0316585815  0.0864998277  0.0382431447
#>  [336]  0.0065168132  0.0051914919 -0.0100127060  0.0325686154 -0.0039910546
#>  [341]  0.0707784747  0.0423540771 -0.0124948343  0.0041763273 -0.0391816899
#>  [346]  0.0795256282 -0.0151575718 -0.0432843278  0.0362163724  0.0569225865
#>  [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 -0.0630213948 -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
#>  [381]  0.0158756624  0.0184899724  0.0426849798 -0.0055124771 -0.0009271388
#>  [386] -0.0045019705  0.0318766626  0.0125394199 -0.0100162315  0.0264284349
#>  [391] -0.0214874850 -0.0505164306  0.0083487123  0.0091087756  0.0195244441
#>  [396] -0.0833923686  0.0119277322 -0.0217314162 -0.0226374299  0.0269617360
#>  [401]  0.0114414910 -0.0319717572  0.0261893423 -0.0700370599 -0.0028486933
#>  [406]  0.0381760930  0.0367598685  0.0511514862  0.0200404264  0.0190748457
#>  [411] -0.0048846419  0.0159501668 -0.0358980861  0.0288093701  0.0148016122
#>  [416] -0.0278420431  0.0228214557  0.0348771876 -0.0061155058 -0.0454655738
#>  [421]  0.0167424895 -0.0126781687 -0.0705497691 -0.0847964139 -0.0838668637
#>  [426]  0.0635966356  0.0086233969 -0.0591321250  0.0055533321  0.0949072987
#>  [431] -0.0009374873  0.0405117351 -0.0361184025  0.0308382684  0.0374820370
#>  [436]  0.0080128175 -0.0277471523 -0.0074342454  0.0448145206 -0.0226093885
#>  [441]  0.0276049086 -0.0151141039  0.0184900161  0.0171232604  0.0068823736
#>  [446]  0.0080059346 -0.0029346287  0.0085887927  0.0088841891  0.0095661058
#>  [451] -0.0208968943  0.0234164059 -0.0015553364 -0.0068098465 -0.0026095920
#>  [456]  0.0258993152 -0.0071019194 -0.0205130284  0.0281851819 -0.0141306733
#>  [461] -0.0555942325  0.0108586560  0.0180907699  0.0226169185  0.0176640098
#>  [466] -0.0142653089  0.0027312131 -0.0033117859 -0.0215358469 -0.0302774433
#>  [471]  0.0158106269 -0.0604826380 -0.0181385257 -0.0189044102 -0.0814791381
#>  [476] -0.0078812920  0.0390762721 -0.0017385174 -0.0092571294  0.0677377420
#>  [481] -0.0076080467  0.0315535579  0.0309443909 -0.0591669481  0.0161227377
#>  [486]  0.0366334842 -0.0185423172  0.0262598497 -0.0384937813  0.0012786061
#>  [491]  0.0185113115 -0.0530564758 -0.0315099960  0.0041006714  0.0718719976
#>  [496]  0.0008029843 -0.0000540511 -0.0269017479  0.0094762645  0.0289798260
#>  [501] -0.0030762110  0.0431817323 -0.0544969444 -0.0122745974 -0.0509753657
#>  [506]  0.0297126956  0.0111885851 -0.0066985386 -0.0644220568 -0.0640895212
#>  [511]  0.0410064184 -0.0371549901  0.0392420087 -0.0424992824 -0.0233257060
#>  [516] -0.0861661179  0.0555213285 -0.0112485231 -0.1017433591 -0.0561440514
#>  [521] -0.0534593313  0.0690011830  0.0339000226  0.0216607044 -0.0200999836
#>  [526]  0.0460128823  0.0447050212  0.0296521428  0.0023689868  0.0307279825
#>  [531]  0.0264394177 -0.0477674833 -0.0010697666 -0.0491441325  0.0371419349
#>  [536] -0.0162296080 -0.0479170693 -0.0007652551  0.0769193793  0.0045341573
#>  [541]  0.0217650764 -0.0016128513 -0.0018231661  0.0147205085 -0.0289743386
#>  [546] -0.0017395027  0.0314535300 -0.0136486096  0.0037198599  0.0405976438
#>  [551]  0.0015886250 -0.0258091881 -0.0403233094 -0.0056223496 -0.0487818485
#>  [556] -0.0185055426 -0.0119977173  0.0301454965 -0.0444512385  0.0344813481
#>  [561] -0.0128579947 -0.1221607220  0.0187376265 -0.0184392993 -0.0062002685
#>  [566] -0.0305441662 -0.0452441125 -0.0327322961 -0.0193019153 -0.0871949273
#>  [571] -0.0868708415 -0.1265899408  0.1580056392 -0.0688766259 -0.0225354493
#>  [576]  0.1098669856  0.0475972555  0.0110880827  0.0394813619  0.0390519006
#>  [581]  0.0343631886 -0.0784081752 -0.0169499371 -0.0386673254  0.0586102725
#>  [586]  0.0170151351 -0.0197096448  0.1076251139 -0.0221427243  0.0262851283
#>  [591] -0.0190183862 -0.0136385965  0.0372589152 -0.0177871270 -0.0043404666
#>  [596]  0.0173700537 -0.0291828828 -0.0057311495  0.0459028524 -0.0619945169
#>  [601] -0.0176106161 -0.0175265402 -0.0045516080 -0.0215049892  0.0413560880
#>  [606] -0.0264657566 -0.0177909785 -0.0068492115 -0.0501106542  0.0324464626
#>  [611] -0.0050645083 -0.0702742727 -0.0182998947  0.0206147542  0.0756473198
#>  [616] -0.0011324716 -0.0251301817  0.0495114157  0.0205234643 -0.0158903170
#>  [621] -0.1016674820  0.0265820861  0.0053538009  0.0313840791 -0.0420237643
#>  [626]  0.0493082351 -0.0100127264 -0.0264038934  0.0317040085 -0.0005583221
#>  [631]  0.0498796135 -0.0131479613 -0.0776341768  0.0473059099  0.0032673392
#>  [636]  0.0473827389 -0.0124624517 -0.1129249820  0.0389835826  0.0394580463
#>  [641]  0.0170694566  0.0566866496  0.0003521072  0.0187911844  0.0070248323
#>  [646]  0.0937746580 -0.0509823258 -0.0536850539  0.0134838426  0.0248256196
#>  [651] -0.0337403205 -0.0014616653 -0.0212722671 -0.0091776018 -0.0677182480
#>  [656] -0.0572151723  0.0458019962  0.0290177957 -0.0394980270 -0.0206539712
#>  [661] -0.0587020434 -0.0115695260  0.0326364194 -0.0425650900 -0.0216548945
#>  [666] -0.0274125554  0.1138357999 -0.0065796837  0.1005568611  0.0285081122
#>  [671]  0.0058795801  0.0262886578  0.0156067199  0.0253074164  0.0626038886
#>  [676] -0.0195638672  0.0298535838 -0.0424026024  0.0114318820  0.0053692783
#>  [681] -0.0217827037  0.0179041029 -0.0149136881 -0.0104946717 -0.0414041870
#>  [686]  0.0131850355 -0.0019275597 -0.0622845102  0.0209495854 -0.0225743319
#>  [691]  0.1003534096 -0.0173295022 -0.0045823351 -0.0179713476  0.0192247086
#>  [696]  0.0653093610  0.0009101239 -0.0083482296 -0.0105183458  0.0546978164
#>  [701]  0.0037554993 -0.0111041739 -0.0124679788 -0.0397179319  0.0407559729
#>  [706]  0.0589035930  0.0339606336 -0.0066047322  0.0662569752  0.0399558200
#>  [711] -0.0260930559  0.0477316681  0.0038420212 -0.0681101592  0.0700569656
#>  [716] -0.1003597295  0.0563290556  0.0131110561 -0.0369446037  0.1223488845
#>  [721]  0.0227685603  0.0152259077 -0.0182992563  0.0033475873  0.0416586524
#>  [726]  0.0378003577  0.0277301148 -0.0320203934 -0.2474679424 -0.0704073173
#>  [731]  0.0727494950  0.0291681683  0.0358485585 -0.0420601091  0.0068935989
#>  [736]  0.0006871628  0.0393615199 -0.0154901513 -0.0395100509  0.0376524577
#>  [741]  0.0153466692 -0.0245307515  0.0118586042  0.0600894933 -0.0398725556
#>  [746]  0.0167199312  0.0398064105  0.0272343871 -0.0177750952  0.0780118605
#>  [751]  0.0033942981 -0.0141288102 -0.0317903254  0.0139996101  0.0121674820
#>  [756] -0.0803777539  0.0114861283  0.0169961858 -0.0352495493  0.0873942710
#>  [761] -0.0230732837 -0.0120002441 -0.1028577467 -0.0492813237 -0.0066934280
#>  [766]  0.0553852342  0.0143752051  0.0340828036  0.0580975218  0.0110351087
#>  [771] -0.0067397724  0.0351297374 -0.0566578111  0.0430773421  0.0129726147
#>  [776] -0.0256904745  0.0081956685 -0.0487084148  0.1055306199 -0.0342708510
#>  [781]  0.0087902269 -0.0265070510  0.0242151110 -0.0031258179 -0.0211025010
#>  [786]  0.0357985193 -0.0299163476  0.0076499116 -0.0016129718  0.0276516981
#>  [791]  0.0049812955  0.0005130623  0.0074243846  0.0142862575 -0.0321683931
#>  [796]  0.0227020094 -0.0043433885 -0.0107141605  0.0313263446 -0.0168981531
#>  [801]  0.0144419163 -0.0164552365  0.0074455016  0.0259195371 -0.0363531055
#>  [806] -0.0478062530  0.0109253991  0.0092672692 -0.0325781215  0.0284723110
#>  [811]  0.0313573141 -0.0341176433  0.0183700587 -0.0452824634  0.0114770882
#>  [816]  0.0174142633  0.0290759806  0.0181976709  0.0191369390  0.0291970472
#>  [821]  0.0126716766  0.0231707406 -0.0068292401  0.0334183750 -0.0145850641
#>  [826]  0.0357708141  0.0058697256  0.0249880266 -0.0005812110  0.0015280322
#>  [831]  0.0070668594  0.0166515844 -0.0050527517 -0.0529334297  0.0186076828
#>  [836]  0.0456860851  0.0144994216  0.0641023684 -0.0339826754  0.0555515498
#>  [841] -0.0048168847 -0.0503154456  0.0552979204  0.0472451266  0.0307962204
#>  [846]  0.0664256703 -0.0709013721  0.0501988556 -0.0451197557  0.0407235904
#>  [851]  0.0052986762  0.0026527136  0.0606887905  0.0361779403 -0.0008801639
#>  [856] -0.0264017029  0.0340345940 -0.0215043766 -0.1612622763  0.0670725572
#>  [861]  0.0637849830  0.0463141025  0.0449848677  0.0292410329 -0.0437027914
#>  [866]  0.0338451230  0.0262116758 -0.0338374456  0.0479033166 -0.0425461314
#>  [871] -0.0093383620 -0.0351819068  0.0576626212  0.0078380667  0.0515348203
#>  [876] -0.0635697032 -0.0206161636  0.0876904606 -0.0485181124 -0.0277711435
#>  [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] -0.0756347262  0.0083664720 -0.1216918920  0.0893132862  0.0442281753
#>  [911] -0.0709533851 -0.0270244478 -0.0183335157  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
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#>  [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 -0.0736565821  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  0.0277832321
#>   [66]  0.3314000498  0.3092814913 -0.0596760830 -0.1520549776 -0.0397080037
#>   [71]  0.0638537357  0.0089107707 -0.1991542513  0.0568720577  0.3436048806
#>   [76]  0.1305708795  0.1154223038 -0.0999869781  0.1252806325 -0.1360783017
#>   [81] -0.0832841445  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  0.0058530958  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  0.0303368351  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]  0.0157970324 -0.0022211891  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  0.0526836299 -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  0.0219091639 -0.0153461776 -0.0031908019
#>  [566] -0.0275790095 -0.0425038126 -0.0301880191 -0.0166990811 -0.0846087013
#>  [571] -0.0843555841 -0.1242781210  0.1604541246 -0.0661632027 -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 -0.0109644864  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  0.0587895561  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]  0.0060590611 -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  0.0312780329
#>  [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  0.0400322626  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] -0.0048131052 -0.0648469538 -0.0283751205 -0.0021344614  0.0468932196
#>  [976]  0.0077055637 -0.0889411589 -0.0010816818  0.0142756424 -0.0919713960
#>  [981] -0.1755787418 -0.0606090323  0.0185935805 -0.0872975701 -0.1018014794
#>  [986]  0.0934724855  0.0824401995  0.0450869764 -0.0023892537  0.0714825535
#>  [991]  0.0276511468  0.0327498339 -0.0217033815  0.0600978914  0.0135739543
#>  [996] -0.0381131978  0.0331581051  0.0564768927  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,] -0.0160177643
#>    [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
#>   [53,] -0.0191780586
#>   [54,] -0.0188892788
#>   [55,] -0.0183070347
#>   [56,] -0.0182603027
#>   [57,] -0.0155691807
#>   [58,] -0.0126088864
#>   [59,] -0.0128929820
#>   [60,] -0.0106929820
#>   [61,] -0.0125882978
#>   [62,] -0.0147373720
#>   [63,] -0.0142331782
#>   [64,] -0.0176598122
#>   [65,] -0.0160579605
#>   [66,] -0.0163733744
#>   [67,] -0.0190556184
#>   [68,] -0.0187159127
#>   [69,] -0.0189247907
#>   [70,] -0.0186070347
#>   [71,] -0.0186336687
#>   [72,] -0.0193336687
#>   [73,] -0.0199715228
#>   [74,] -0.0182093769
#>   [75,] -0.0187603027
#>   [76,] -0.0183247907
#>   [77,] -0.0200603027
#>   [78,] -0.0201093769
#>   [79,] -0.0197916209
#>   [80,] -0.0199182548
#>   [81,] -0.0199093769
#>   [82,] -0.0192093769
#>   [83,] -0.0180715228
#>   [84,] -0.0172780586
#>   [85,] -0.0188579605
#>   [86,] -0.0191247907
#>   [87,] -0.0200892788
#>   [88,] -0.0207004989
#>   [89,] -0.0214383529
#>   [90,] -0.0216673290
#>   [91,] -0.0217406951
#>   [92,] -0.0206318171
#>   [93,] -0.0196294750
#>   [94,] -0.0207271328
#>   [95,] -0.0207383529
#>   [96,] -0.0213294750
#>   [97,] -0.0224762070
#>   [98,] -0.0229696711
#>   [99,] -0.0230164032
#>  [100,] -0.0235075252
#>  [101,] -0.0227631353
#>  [102,] -0.0234252812
#>  [103,] -0.0235720133
#>  [104,] -0.0222542573
#>  [105,] -0.0222696711
#>  [106,] -0.0225785491
#>  [107,] -0.0224519152
#>  [108,] -0.0228607932
#>  [109,] -0.0219252812
#>  [110,] -0.0224051831
#>  [111,] -0.0229696711
#>  [112,] -0.0230164032
#>  [113,] -0.0231075252
#>  [114,] -0.0230986472
#>  [115,] -0.0232986472
#>  [116,] -0.0239808913
#>  [117,] -0.0235187453
#>  [118,] -0.0234542573
#>  [119,] -0.0246631353
#>  [120,] -0.0247565994
#>  [121,] -0.0244388434
#>  [122,] -0.0249654774
#>  [123,] -0.0217210875
#>  [124,] -0.0221051831
#>  [125,] -0.0222963051
#>  [126,] -0.0219785491
#>  [127,] -0.0228051831
#>  [128,] -0.0218341592
#>  [129,] -0.0221140611
#>  [130,] -0.0221963051
#>  [131,] -0.0226874271
#>  [132,] -0.0231430372
#>  [133,] -0.0232986472
#>  [134,] -0.0235808913
#>  [135,] -0.0230542573
#>  [136,] -0.0244986472
#>  [137,] -0.0245743554
#>  [138,] -0.0243565994
#>  [139,] -0.0245743554
#>  [140,] -0.0243565994
#>  [141,] -0.0243743554
#>  [142,] -0.0248743554
#>  [143,] -0.0245299654
#>  [144,] -0.0250565994
#>  [145,] -0.0253122095
#>  [146,] -0.0256855755
#>  [147,] -0.0264500635
#>  [148,] -0.0271790396
#>  [149,] -0.0283080157
#>  [150,] -0.0278014798
#>  [151,] -0.0286369918
#>  [152,] -0.0267659679
#>  [153,] -0.0222257717
#>  [154,] -0.0257430372
#>  [155,] -0.0265678195
#>  [156,] -0.0274701616
#>  [157,] -0.0270813817
#>  [158,] -0.0272080157
#>  [159,] -0.0284991377
#>  [160,] -0.0278837239
#>  [161,] -0.0253281138
#>  [162,] -0.0274589415
#>  [163,] -0.0275902597
#>  [164,] -0.0276636258
#>  [165,] -0.0284547478
#>  [166,] -0.0284837239
#>  [167,] -0.0299748459
#>  [168,] -0.0303416760
#>  [169,] -0.0283972861
#>  [170,] -0.0285659679
#>  [171,] -0.0292659679
#>  [172,] -0.0302038220
#>  [173,] -0.0302150421
#>  [174,] -0.0306061641
#>  [175,] -0.0305706521
#>  [176,] -0.0306706521
#>  [177,] -0.0303617741
#>  [178,] -0.0314884081
#>  [179,] -0.0309907502
#>  [180,] -0.0292262622
#>  [181,] -0.0250860660
#>  [182,] -0.0254678195
#>  [183,] -0.0257678195
#>  [184,] -0.0255411856
#>  [185,] -0.0258589415
#>  [186,] -0.0257323076
#>  [187,] -0.0257411856
#>  [188,] -0.0257411856
#>  [189,] -0.0257411856
#>  [190,] -0.0257411856
#>  [191,] -0.0254411856
#>  [192,] -0.0255678195
#>  [193,] -0.0256589415
#>  [194,] -0.0255500635
#>  [195,] -0.0254589415
#>  [196,] -0.0255678195
#>  [197,] -0.0257589415
#>  [198,] -0.0257411856
#>  [199,] -0.0256411856
#>  [200,] -0.0256500635
#>  [201,] -0.0255500635
#>  [202,] -0.0254589415
#>  [203,] -0.0253678195
#>  [204,] -0.0253766975
#>  [205,] -0.0253766975
#>  [206,] -0.0254766975
#>  [207,] -0.0254678195
#>  [208,] -0.0253678195
#>  [209,] -0.0254766975
#>  [210,] -0.0253678195
#>  [211,] -0.0254766975
#>  [212,] -0.0254678195
#>  [213,] -0.0254678195
#>  [214,] -0.0254678195
#>  [215,] -0.0254678195
#>  [216,] -0.0255678195
#>  [217,] -0.0261589415
#>  [218,] -0.0265056736
#>  [219,] -0.0264701616
#>  [220,] -0.0272701616
#>  [221,] -0.0273991377
#>  [222,] -0.0282813817
#>  [223,] -0.0275014798
#>  [224,] -0.0276636258
#>  [225,] -0.0278547478
#>  [226,] -0.0283369918
#>  [227,] -0.0288926019
#>  [228,] -0.0299393339
#>  [229,] -0.0298416760
#>  [230,] -0.0299416760
#>  [231,] -0.0299327981
#>  [232,] -0.0290327981
#>  [233,] -0.0289127000
#>  [234,] -0.0292304559
#>  [235,] -0.0289038220
#>  [236,] -0.0281304559
#>  [237,] -0.0280014798
#>  [238,] -0.0283192358
#>  [239,] -0.0278926019
#>  [240,] -0.0287281138
#>  [241,] -0.0284570899
#>  [242,] -0.0284748459
#>  [243,] -0.0285748459
#>  [244,] -0.0281659679
#>  [245,] -0.0283014798
#>  [246,] -0.0282926019
#>  [247,] -0.0284926019
#>  [248,] -0.0288748459
#>  [249,] -0.0285393339
#>  [250,] -0.0281659679
#>  [251,] -0.0270014798
#>  [252,] -0.0257080157
#>  [253,] -0.0258323076
#>  [254,] -0.0260323076
#>  [255,] -0.0260145516
#>  [256,] -0.0262145516
#>  [257,] -0.0269967956
#>  [258,] -0.0262257717
#>  [259,] -0.0259879176
#>  [260,] -0.0259145516
#>  [261,] -0.0259234296
#>  [262,] -0.0258234296
#>  [263,] -0.0262323076
#>  [264,] -0.0263967956
#>  [265,] -0.0267790396
#>  [266,] -0.0269435277
#>  [267,] -0.0273257717
#>  [268,] -0.0272902597
#>  [269,] -0.0272902597
#>  [270,] -0.0282902597
#>  [271,] -0.0283014798
#>  [272,] -0.0288926019
#>  [273,] -0.0286393339
#>  [274,] -0.0286570899
#>  [275,] -0.0286570899
#>  [276,] -0.0289570899
#>  [277,] -0.0283304559
#>  [278,] -0.0284837239
#>  [279,] -0.0283748459
#>  [280,] -0.0284837239
#>  [281,] -0.0285748459
#>  [282,] -0.0282659679
#>  [283,] -0.0284926019
#>  [284,] -0.0284748459
#>  [285,] -0.0278748459
#>  [286,] -0.0274281138
#>  [287,] -0.0275725038
#>  [288,] -0.0275636258
#>  [289,] -0.0278636258
#>  [290,] -0.0271369918
#>  [291,] -0.0258991377
#>  [292,] -0.0253145516
#>  [293,] -0.0247766975
#>  [294,] -0.0243299654
#>  [295,] -0.0250743554
#>  [296,] -0.0256122095
#>  [297,] -0.0248589415
#>  [298,] -0.0248210875
#>  [299,] -0.0238299654
#>  [300,] -0.0234187453
#>  [301,] -0.0235631353
#>  [302,] -0.0234542573
#>  [303,] -0.0240631353
#>  [304,] -0.0249098673
#>  [305,] -0.0245299654
#>  [306,] -0.0243565994
#>  [307,] -0.0241743554
#>  [308,] -0.0235921114
#>  [309,] -0.0226453793
#>  [310,] -0.0235341592
#>  [311,] -0.0231631353
#>  [312,] -0.0224897692
#>  [313,] -0.0225519152
#>  [314,] -0.0217519152
#>  [315,] -0.0211229391
#>  [316,] -0.0202850850
#>  [317,] -0.0192649869
#>  [318,] -0.0206626448
#>  [319,] -0.0205472309
#>  [320,] -0.0203472309
#>  [321,] -0.0222649869
#>  [322,] -0.0223963051
#>  [323,] -0.0218696711
#>  [324,] -0.0231140611
#>  [325,] -0.0213075252
#>  [326,] -0.0226584510
#>  [327,] -0.0226519152
#>  [328,] -0.0231430372
#>  [329,] -0.0224986472
#>  [330,] -0.0232519152
#>  [331,] -0.0237897692
#>  [332,] -0.0234365013
#>  [333,] -0.0232631353
#>  [334,] -0.0232808913
#>  [335,] -0.0229808913
#>  [336,] -0.0232075252
#>  [337,] -0.0217897692
#>  [338,] -0.0213140611
#>  [339,] -0.0217673290
#>  [340,] -0.0215318171
#>  [341,] -0.0218495730
#>  [342,] -0.0212229391
#>  [343,] -0.0205762070
#>  [344,] -0.0205383529
#>  [345,] -0.0208472309
#>  [346,] -0.0214205970
#>  [347,] -0.0210673290
#>  [348,] -0.0210939630
#>  [349,] -0.0213939630
#>  [350,] -0.0212673290
#>  [351,] -0.0202762070
#>  [352,] -0.0195649869
#>  [353,] -0.0208360108
#>  [354,] -0.0207294750
#>  [355,] -0.0193294750
#>  [356,] -0.0182537668
#>  [357,] -0.0184603027
#>  [358,] -0.0179514247
#>  [359,] -0.0175958146
#>  [360,] -0.0164313266
#>  [361,] -0.0182378624
#>  [362,] -0.0180869366
#>  [363,] -0.0177869366
#>  [364,] -0.0164135706
#>  [365,] -0.0162378624
#>  [366,] -0.0149644964
#>  [367,] -0.0146799103
#>  [368,] -0.0145154222
#>  [369,] -0.0148331782
#>  [370,] -0.0143065442
#>  [371,] -0.0172509342
#>  [372,] -0.0186934725
#>  [373,] -0.0178425467
#>  [374,] -0.0184046926
#>  [375,] -0.0187603027
#>  [376,] -0.0197247907
#>  [377,] -0.0194360108
#>  [378,] -0.0183537668
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#>  [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,] -0.0244495730
#> [1025,] -0.0283921114
#> [1026,] -0.0274192358
#> [1027,] -0.0293725038
#> [1028,] -0.0280038220
#> [1029,] -0.0273103578
#> [1030,] -0.0263813817
#> [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 -0.0685062965 -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 -0.2272151212 -0.2495942577  0.0234898223
#>   [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 -0.0028316801 -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 -0.0366477830 -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  0.0675069270  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 -0.0019906414  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 -0.0378146228
#>  [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 -0.0583758635  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]  0.0404428591 -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 -0.0229654362  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 -0.0029590472  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 -0.0217588508 -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  0.0123270821  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]  0.0638591630  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
#>  [141]  6.795368e-02 -3.883883e-02  4.067710e-02 -8.315440e-02  3.899314e-02
#>  [146] -1.538005e-01 -6.367198e-05  6.161760e-02 -7.603138e-02  1.050685e-01
#>  [151] -8.525756e-02  1.679846e-01 -3.801188e-02 -4.566688e-02  2.546203e-02
#>  [156] -4.525865e-02  1.036821e-02  6.414760e-03 -1.180532e-02 -2.686853e-01
#>  [161]  9.691856e-02  1.958846e-02  2.607612e-02  5.277533e-03  3.341782e-02
#>  [166] -3.903748e-02 -8.341191e-04 -5.313072e-02 -6.456053e-03  3.518292e-03
#>  [171] -7.090806e-02  1.300958e-02  4.984304e-02  4.404512e-02 -1.240141e-02
#>  [176] -1.332022e-02 -7.181968e-02 -2.521933e-02 -4.366576e-02  1.803618e-02
#>  [181] -2.626785e-02 -7.048440e-02 -3.909151e-02  6.593935e-02  1.094869e-02
#>  [186]  2.724615e-02  5.775012e-03  2.446357e-02  5.619997e-02 -1.544528e-02
#>  [191]  4.969152e-02  5.854061e-02  4.427230e-02  4.608026e-02 -7.666985e-03
#>  [196]  4.468584e-02  1.097703e-02 -6.214585e-02  1.452989e-02  1.959326e-02
#>  [201] -2.010870e-02 -7.395179e-02  6.771859e-02  6.065097e-03 -1.333554e-03
#>  [206]  1.411767e-02 -2.034959e-02  4.247595e-02  4.231272e-02 -3.055811e-02
#>  [211]  9.940004e-03 -8.077672e-03 -3.355110e-03  1.080882e-02  3.606862e-02
#>  [216]  2.107601e-03  5.979310e-02 -5.513957e-02  8.423524e-02  5.955368e-03
#>  [221] -6.411700e-03 -2.795369e-02  5.321922e-02  3.365901e-02  1.933567e-02
#>  [226]  3.495070e-02 -1.252605e-04  6.139468e-02 -8.012155e-02  4.618565e-02
#>  [231]  2.484449e-02  1.975499e-02 -4.513704e-02 -3.097170e-02 -7.479249e-02
#>  [236] -1.082124e-01 -1.574486e-03 -8.501173e-03  4.014322e-02  1.132901e-02
#>  [241] -1.660344e-02 -2.071175e-02 -4.535997e-02 -3.719312e-03  4.635502e-02
#>  [246]  2.782313e-02 -3.335686e-02 -1.454741e-02  1.459808e-02 -2.627366e-02
#>  [251]  2.524728e-02 -4.775916e-02 -4.426365e-02  7.528757e-02  1.675262e-02
#>  [256]  7.131938e-02 -6.235940e-03 -6.100235e-02  1.351159e-02 -3.541235e-02
#>  [261]  6.333752e-02 -1.162597e-01  3.774360e-02 -7.259918e-03 -3.921423e-02
#>  [266]  2.943670e-02 -2.869320e-02 -3.504682e-02 -2.462398e-03  5.377054e-02
#>  [271]  9.369651e-03  1.827291e-02  2.007865e-02  1.107488e-02  4.103119e-02
#>  [276]  8.189562e-03  1.084000e-02 -4.672701e-04  3.725665e-02  3.493460e-02
#>  [281] -6.674703e-02  1.488756e-02  3.852550e-02  4.664259e-02 -7.055475e-03
#>  [286]  1.476019e-02  4.495272e-02  5.128369e-02  1.821088e-03 -2.591328e-02
#>  [291]  4.255786e-02 -4.166150e-02 -3.048190e-02  6.397647e-02  3.589120e-02
#>  [296] -8.585385e-03 -2.072153e-02  5.535439e-03  3.301782e-02  6.919169e-03
#>  [301] -3.404777e-02  4.682836e-02 -5.385436e-02  2.988637e-02  3.670732e-02
#>  [306]  7.719774e-03 -1.453100e-02 -2.487675e-02 -5.031728e-03  5.248309e-02
#>  [311]  2.508724e-02 -1.683294e-02 -1.417083e-02 -2.899205e-02 -3.075043e-02
#>  [316]  2.436359e-03 -2.213567e-02  2.009070e-02 -6.080264e-02 -3.421045e-04
#>  [321]  4.259224e-02  1.238107e-02 -7.106444e-03  4.501472e-02  1.741750e-03
#>  [326]  2.252908e-02  3.808534e-02  3.124907e-02 -7.490442e-03  5.062647e-02
#>  [331] -3.760537e-02  7.515740e-02 -3.156085e-02  8.659763e-02  3.833969e-02
#>  [336]  6.614309e-03  5.283032e-03 -9.923165e-03  3.266006e-02 -3.900599e-03
#>  [341]  7.087027e-02  4.244324e-02 -1.240839e-02  4.262610e-03 -3.909411e-02
#>  [346]  7.961562e-02 -1.506907e-02 -4.319571e-02  3.630625e-02  5.701193e-02
#>  [351] -1.391076e-02 -6.762524e-02  3.596301e-02  3.931374e-02 -4.500860e-02
#>  [356] -4.946798e-02  2.995972e-03 -1.010760e-02  2.816433e-02 -5.198653e-02
#>  [361] -2.935244e-02  1.800588e-02  3.555687e-02  2.624586e-02 -1.175512e-02
#>  [366]  1.975101e-03 -5.859949e-02 -6.296042e-02 -4.200304e-02  1.888696e-02
#>  [371] -4.815293e-02  4.052956e-02 -2.523924e-02  2.731488e-02  2.359360e-02
#>  [376]  1.181413e-02  1.960395e-02  3.460024e-02  7.897769e-03  4.146804e-02
#>  [381]  1.593140e-02  1.854857e-02  4.274588e-02 -5.457687e-03 -8.827492e-04
#>  [386] -4.454091e-03  3.192390e-02  1.258207e-02 -9.974429e-03  2.646951e-02
#>  [391] -2.144550e-02 -5.047704e-02  8.385809e-03  9.149457e-03  1.956021e-02
#>  [396] -8.336250e-02  1.196068e-02 -2.169365e-02 -2.259255e-02  2.699965e-02
#>  [401]  1.148374e-02 -3.192564e-02  2.624559e-02 -6.998511e-02 -2.795183e-03
#>  [406]  3.822781e-02  3.680837e-02  5.120827e-02  2.008642e-02  1.912678e-02
#>  [411] -4.835258e-03  1.600226e-02 -3.584874e-02  2.885600e-02  1.484850e-02
#>  [416] -2.779767e-02  2.286899e-02  3.492572e-02 -6.068764e-03 -4.542330e-02
#>  [421]  1.678349e-02 -1.263492e-02 -7.049998e-02 -8.474555e-02 -8.381572e-02
#>  [426]  6.364438e-02  8.666815e-03 -5.908368e-02  5.602631e-03  9.495775e-02
#>  [431] -8.875716e-04  4.056211e-02 -3.606933e-02  3.088662e-02  3.753004e-02
#>  [436]  8.059176e-03 -2.770106e-02 -7.388541e-03  4.486026e-02 -2.256407e-02
#>  [441]  2.764943e-02 -1.507161e-02  1.853312e-02  1.716506e-02  6.922607e-03
#>  [446]  8.045057e-03 -2.895394e-03  8.628447e-03  8.924226e-03  9.607366e-03
#>  [451] -2.085659e-02  2.345595e-02 -1.514879e-03 -6.769464e-03 -2.569629e-03
#>  [456]  2.593890e-02 -7.061882e-03 -2.047387e-02  2.822526e-02 -1.409067e-02
#>  [461] -5.555465e-02  1.089827e-02  1.812997e-02  2.265447e-02  1.769961e-02
#>  [466] -1.422952e-02  2.763641e-03 -3.282840e-03 -2.150951e-02 -3.025924e-02
#>  [471]  1.583671e-02 -6.046013e-02 -1.811827e-02 -1.888561e-02 -8.146229e-02
#>  [476] -7.871402e-03  3.909478e-02 -1.715259e-03 -9.239817e-03  6.776604e-02
#>  [481] -7.577739e-03  3.157646e-02  3.097213e-02 -5.914882e-02  1.613958e-02
#>  [486]  3.664001e-02 -1.853402e-02  2.626430e-02 -3.849026e-02  1.268796e-03
#>  [491]  1.849513e-02 -5.306736e-02 -3.151289e-02  4.094511e-03  7.185850e-02
#>  [496]  7.956183e-04 -6.190193e-05 -2.690414e-02  9.480532e-03  2.898220e-02
#>  [501] -3.078347e-03  4.317497e-02 -5.451293e-02 -1.230316e-02 -5.101072e-02
#>  [506]  2.967763e-02  1.115271e-02 -6.722992e-03 -6.446516e-02 -6.412602e-02
#>  [511]  4.097031e-02 -3.719495e-02  3.918264e-02 -4.254682e-02 -2.338380e-02
#>  [516] -8.622797e-02  5.545736e-02 -1.129462e-02 -1.017952e-01 -5.621151e-02
#>  [521] -5.354385e-02  6.893259e-02  3.383940e-02  2.159632e-02 -2.015823e-02
#>  [526]  4.594866e-02  4.466481e-02  2.960522e-02  2.337596e-03  3.068811e-02
#>  [531]  2.641530e-02 -4.780387e-02 -1.107280e-03 -4.918860e-02  3.709726e-02
#>  [536] -1.626034e-02 -4.794400e-02 -7.884281e-04  7.689247e-02  4.507129e-03
#>  [541]  2.173430e-02 -1.641607e-03 -1.856692e-03  1.468655e-02 -2.900066e-02
#>  [546] -1.770695e-03  3.142859e-02 -1.367491e-02  3.689013e-03  4.057351e-02
#>  [551]  1.569812e-03 -2.583777e-02 -4.038720e-02 -5.684288e-03 -4.884283e-02
#>  [556] -1.856702e-02 -1.206588e-02  3.007499e-02 -4.454249e-02  3.440540e-02
#>  [561] -1.292463e-02 -1.222224e-01  1.866575e-02 -1.851619e-02 -6.282523e-03
#>  [566] -3.062926e-02 -4.534361e-02 -3.284435e-02 -1.941022e-02 -8.730430e-02
#>  [571] -8.698476e-02 -1.267169e-01  1.578874e-01 -6.897785e-02 -2.262815e-02
#>  [576]  1.097780e-01  4.749274e-02  1.098827e-02  3.936613e-02  3.892625e-02
#>  [581]  3.424530e-02 -7.851699e-02 -1.706634e-02 -3.878943e-02  5.848117e-02
#>  [586]  1.690476e-02 -1.982960e-02  1.075197e-01 -2.224808e-02  2.617966e-02
#>  [591] -1.911965e-02 -1.374234e-02  3.714528e-02 -1.789399e-02 -4.447007e-03
#>  [596]  1.726974e-02 -2.927997e-02 -5.827737e-03  4.581879e-02 -6.206793e-02
#>  [601] -1.770314e-02 -1.762208e-02 -4.645479e-03 -2.159855e-02  4.126501e-02
#>  [606] -2.655244e-02 -1.788395e-02 -6.935781e-03 -5.020195e-02  3.234840e-02
#>  [611] -5.160256e-03 -7.038109e-02 -1.841121e-02  2.050141e-02  7.553042e-02
#>  [616] -1.251980e-03 -2.525531e-02  4.938135e-02  2.039682e-02 -1.601092e-02
#>  [621] -1.017958e-01  2.644223e-02  5.220071e-03  3.124108e-02 -4.216094e-02
#>  [626]  4.916137e-02 -1.015625e-02 -2.655604e-02  3.156059e-02 -6.915295e-04
#>  [631]  4.973787e-02 -1.329407e-02 -7.778824e-02  4.710764e-02  3.083564e-03
#>  [636]  4.719677e-02 -1.269116e-02 -1.131801e-01  3.870885e-02  3.925377e-02
#>  [641]  1.687548e-02  5.650425e-02  1.399809e-04  1.855387e-02  6.771072e-03
#>  [646]  9.350325e-02 -5.125160e-02 -5.394134e-02  1.322136e-02  2.453334e-02
#>  [651] -3.401521e-02 -1.773152e-03 -2.155247e-02 -9.476692e-03 -6.804361e-02
#>  [656] -5.756958e-02  4.543484e-02  2.869319e-02 -3.975739e-02 -2.096734e-02
#>  [661] -5.904519e-02 -1.190419e-02  3.230757e-02 -4.287811e-02 -2.197357e-02
#>  [666] -2.775355e-02  1.135220e-01 -6.854524e-03  1.003082e-01  2.828662e-02
#>  [671]  5.649982e-03  2.607215e-02  1.538153e-02  2.510516e-02  6.239000e-02
#>  [676] -1.976346e-02  2.962717e-02 -4.262968e-02  1.117188e-02  5.107179e-03
#>  [681] -2.202209e-02  1.764972e-02 -1.516188e-02 -1.075213e-02 -4.165372e-02
#>  [686]  1.291932e-02 -2.207015e-03 -6.257565e-02  2.061886e-02 -2.289850e-02
#>  [691]  1.000630e-01 -1.761326e-02 -4.852252e-03 -1.821652e-02  1.897890e-02
#>  [696]  6.506298e-02  6.818488e-04 -8.612557e-03 -1.076785e-02  5.445525e-02
#>  [701]  3.554233e-03 -1.130623e-02 -1.268542e-02 -3.992437e-02  4.054280e-02
#>  [706]  5.870396e-02  3.377665e-02 -6.767100e-03  6.609172e-02  3.983979e-02
#>  [711] -2.618194e-02  4.763326e-02  3.716484e-03 -6.820887e-02  6.994811e-02
#>  [716] -1.004486e-01  5.621163e-02  1.300610e-02 -3.704037e-02  1.222480e-01
#>  [721]  2.267269e-02  1.513593e-02 -1.840324e-02  3.217914e-03  4.152254e-02
#>  [726]  3.766629e-02  2.758333e-02 -3.217824e-02 -2.476482e-01 -7.055779e-02
#>  [731]  7.259446e-02  2.901794e-02  3.572649e-02 -4.218556e-02  6.748481e-03
#>  [736]  5.320354e-04  3.919777e-02 -1.563834e-02 -3.967214e-02  3.749022e-02
#>  [741]  1.519841e-02 -2.466848e-02  1.170555e-02  5.993981e-02 -4.001613e-02
#>  [746]  1.656236e-02  3.965255e-02  2.708493e-02 -1.790816e-02  7.790125e-02
#>  [751]  3.289960e-03 -1.425070e-02 -3.191324e-02  1.389246e-02  1.205979e-02
#>  [756] -8.048888e-02  1.135472e-02  1.686198e-02 -3.538880e-02  8.724080e-02
#>  [761] -2.320823e-02 -1.212874e-02 -1.029853e-01 -4.943420e-02 -6.841545e-03
#>  [766]  5.524361e-02  1.424979e-02  3.396178e-02  5.797892e-02  1.091456e-02
#>  [771] -6.861429e-03  3.501113e-02 -5.678004e-02  4.294911e-02  1.284915e-02
#>  [776] -2.580087e-02  8.095840e-03 -4.880971e-02  1.054302e-01 -3.434656e-02
#>  [781]  8.692998e-03 -2.660298e-02  2.411081e-02 -3.231891e-03 -2.119911e-02
#>  [786]  3.570781e-02 -2.999127e-02  7.573958e-03 -1.682661e-03  2.756843e-02
#>  [791]  4.896239e-03  4.375096e-04  7.348431e-03  1.422161e-02 -3.223573e-02
#>  [796]  2.263524e-02 -4.410192e-03 -1.076710e-02  3.127722e-02 -1.693387e-02
#>  [801]  1.440329e-02 -1.649203e-02  7.396794e-03  2.587061e-02 -3.639477e-02
#>  [806] -4.786746e-02  1.084780e-02  9.182877e-03 -3.266765e-02  2.837700e-02
#>  [811]  3.127433e-02 -3.420797e-02  1.826390e-02 -4.539095e-02  1.136936e-02
#>  [816]  1.731028e-02  2.897964e-02  1.810987e-02  1.904958e-02  2.911377e-02
#>  [821]  1.261660e-02  2.311607e-02 -6.892998e-03  3.336254e-02 -1.463691e-02
#>  [826]  3.572780e-02  5.833453e-03  2.495948e-02 -6.130197e-04  1.475442e-03
#>  [831]  7.005632e-03  1.658205e-02 -5.126090e-03 -5.300048e-02  1.853843e-02
#>  [836]  4.560900e-02  1.443229e-02  6.404828e-02 -3.402623e-02  5.549435e-02
#>  [841] -4.879691e-03 -5.037976e-02  5.522161e-02  4.717746e-02  3.072957e-02
#>  [846]  6.636433e-02 -7.094177e-02  5.014185e-02 -4.516580e-02  4.068762e-02
#>  [851]  5.265513e-03  2.624256e-03  6.066535e-02  3.614981e-02 -9.091810e-04
#>  [856] -2.643145e-02  3.400996e-02 -2.152273e-02 -1.612846e-01  6.706609e-02
#>  [861]  6.378974e-02  4.630807e-02  4.498180e-02  2.923484e-02 -4.370621e-02
#>  [866]  3.382006e-02  2.618641e-02 -3.386336e-02  4.786865e-02 -4.258505e-02
#>  [871] -9.381879e-03 -3.522918e-02  5.761698e-02  7.790217e-03  5.148254e-02
#>  [876] -6.362998e-02 -2.066897e-02  8.764546e-02 -4.855210e-02 -2.781121e-02
#>  [881]  1.984475e-02 -2.244049e-02  5.446571e-02 -6.737072e-02 -7.833852e-03
#>  [886] -8.970139e-02  4.180967e-03  2.277289e-02 -1.062953e-01 -6.497657e-02
#>  [891]  7.329234e-02 -6.436712e-03 -3.198383e-02 -1.375626e-02 -7.148327e-02
#>  [896] -8.475571e-02  2.065472e-02  6.808769e-02 -3.240622e-03 -2.050362e-02
#>  [901] -2.370071e-02  3.321978e-02 -7.143701e-02 -7.578705e-03 -7.864103e-02
#>  [906] -7.564940e-02  8.360590e-03 -1.216843e-01  8.933220e-02  4.423421e-02
#>  [911] -7.095177e-02 -2.700680e-02 -1.832187e-02  6.120502e-03  7.324887e-02
#>  [916]  3.941303e-02  2.496814e-03  1.125401e-02  1.299024e-02 -1.751089e-02
#>  [921]  4.979667e-02 -6.055645e-04  4.468317e-02  9.345756e-03  7.502273e-03
#>  [926] -2.164936e-02 -1.967005e-02  1.006165e-02  1.309429e-02 -4.044890e-02
#>  [931]  1.441046e-03  4.790282e-03  8.130808e-03  3.252881e-02  2.363673e-02
#>  [936] -3.326905e-02  1.664555e-02 -2.574214e-02 -2.416026e-02  2.640331e-02
#>  [941] -8.027400e-03  2.943351e-02 -1.959197e-02  1.326449e-03 -2.359897e-02
#>  [946]  3.168453e-02 -1.090585e-02  1.846779e-02 -7.712236e-03  4.548229e-03
#>  [951]  3.046849e-03 -3.753265e-02 -3.722996e-03 -2.509136e-03  1.528034e-02
#>  [956]  1.578673e-02  2.150399e-02  7.091456e-03  3.669098e-03  5.872571e-03
#>  [961] -2.901719e-02  4.165415e-03  3.387990e-02  2.186588e-02 -2.772001e-02
#>  [966] -3.800373e-02  9.703111e-03  2.780748e-02  6.517716e-03 -5.113440e-02
#>  [971] -9.581332e-03 -6.956542e-02 -3.318224e-02 -6.921675e-03  4.206809e-02
#>  [976]  3.043278e-03 -9.351327e-02 -5.755122e-03  9.641062e-03 -9.670690e-02
#>  [981] -1.803424e-01 -6.515456e-02  1.337841e-02 -9.287847e-02 -1.067863e-01
#>  [986]  8.848107e-02  7.716265e-02  4.017205e-02 -7.199125e-03  6.664228e-02
#>  [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
#>