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), ... )
y | vector of observations of length |
---|---|
x | design matrix of dimension |
horizon | is the horizon (default horizon = 1 corresponds to a short-horizon regression). |
offset | (numeric of length |
ar | Method to include the autoregressive terms. "auto" find the optimal
ar order by using the information criteria. |
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 |
#> $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 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-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 #> #> $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 #>#> $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 #> [136] 1.606511e-03 1.611475e-03 1.597196e-03 1.611475e-03 1.597196e-03 #> [141] 1.598360e-03 1.631148e-03 1.608564e-03 1.643099e-03 1.659860e-03 #> [146] 1.684344e-03 1.734476e-03 1.782279e-03 1.856312e-03 1.823095e-03 #> [151] 1.877884e-03 1.755191e-03 1.457466e-03 1.688112e-03 1.742198e-03 #> [156] 1.801369e-03 1.775875e-03 1.784179e-03 1.868845e-03 1.828489e-03 #> [161] 1.660903e-03 1.800633e-03 1.809245e-03 1.814056e-03 1.865934e-03 #> [166] 1.867834e-03 1.965615e-03 1.989670e-03 1.862166e-03 1.873227e-03 #> [171] 1.919130e-03 1.980630e-03 1.981366e-03 2.007014e-03 2.004685e-03 #> [176] 2.011243e-03 1.990988e-03 2.064867e-03 2.032233e-03 1.916526e-03 #> [181] 1.645031e-03 1.670065e-03 1.689737e-03 1.674876e-03 1.695713e-03 #> [186] 1.687408e-03 1.687991e-03 1.687991e-03 1.687991e-03 1.687991e-03 #> [191] 1.668318e-03 1.676622e-03 1.682597e-03 1.675458e-03 1.669482e-03 #> [196] 1.676622e-03 1.689155e-03 1.687991e-03 1.681433e-03 1.682015e-03 #> [201] 1.675458e-03 1.669482e-03 1.663507e-03 1.664089e-03 1.664089e-03 #> [206] 1.670647e-03 1.670065e-03 1.663507e-03 1.670647e-03 1.663507e-03 #> [211] 1.670647e-03 1.670065e-03 1.670065e-03 1.670065e-03 1.670065e-03 #> [216] 1.676622e-03 1.715385e-03 1.738122e-03 1.735794e-03 1.788254e-03 #> [221] 1.796712e-03 1.854565e-03 1.803423e-03 1.814056e-03 1.826588e-03 #> [226] 1.858212e-03 1.894646e-03 1.963286e-03 1.956882e-03 1.963440e-03 #> [231] 1.962858e-03 1.903840e-03 1.895964e-03 1.916801e-03 1.895382e-03 #> [236] 1.844668e-03 1.836210e-03 1.857047e-03 1.829071e-03 1.883860e-03 #> [241] 1.866087e-03 1.867252e-03 1.873809e-03 1.846997e-03 1.855883e-03 #> [246] 1.855301e-03 1.868416e-03 1.893482e-03 1.871481e-03 1.846997e-03 #> [251] 1.770635e-03 1.685815e-03 1.693966e-03 1.707081e-03 1.705917e-03 #> [256] 1.719032e-03 1.770328e-03 1.719768e-03 1.704170e-03 1.699359e-03 #> [261] 1.699941e-03 1.693384e-03 1.720196e-03 1.730983e-03 1.756048e-03 #> [266] 1.766835e-03 1.791901e-03 1.789572e-03 1.789572e-03 1.855147e-03 #> [271] 1.855883e-03 1.894646e-03 1.878038e-03 1.879202e-03 1.879202e-03 #> [276] 1.898875e-03 1.857783e-03 1.867834e-03 1.860694e-03 1.867834e-03 #> [281] 1.873809e-03 1.853554e-03 1.868416e-03 1.867252e-03 1.827906e-03 #> [286] 1.798612e-03 1.808080e-03 1.807498e-03 1.827171e-03 1.779521e-03 #> [291] 1.698348e-03 1.660014e-03 1.624744e-03 1.595449e-03 1.644263e-03 #> [296] 1.679533e-03 1.630137e-03 1.627655e-03 1.562661e-03 1.535695e-03 #> [301] 1.545164e-03 1.538024e-03 1.577952e-03 1.633477e-03 1.608564e-03 #> [306] 1.597196e-03 1.585245e-03 1.547064e-03 1.484982e-03 1.543264e-03 #> [311] 1.518934e-03 1.474777e-03 1.478853e-03 1.426392e-03 1.385147e-03 #> [316] 1.330204e-03 1.263311e-03 1.354963e-03 1.347395e-03 1.334279e-03 #> [321] 1.460037e-03 1.468648e-03 1.434114e-03 1.515716e-03 1.397251e-03 #> [326] 1.485839e-03 1.485410e-03 1.517616e-03 1.475360e-03 1.524756e-03 #> [331] 1.560026e-03 1.536860e-03 1.525491e-03 1.526656e-03 1.506983e-03 #> [336] 1.521845e-03 1.428875e-03 1.397680e-03 1.427403e-03 1.411959e-03 #> [341] 1.432796e-03 1.391704e-03 1.349295e-03 1.346812e-03 1.367067e-03 #> [346] 1.404666e-03 1.381500e-03 1.383247e-03 1.402919e-03 1.394615e-03 #> [351] 1.329622e-03 1.282983e-03 1.366331e-03 1.359345e-03 1.267540e-03 #> [356] 1.197000e-03 1.210543e-03 1.177173e-03 1.153854e-03 1.077492e-03 #> [361] 1.195957e-03 1.186060e-03 1.166387e-03 1.076328e-03 1.064806e-03 #> [366] 9.813040e-04 9.626422e-04 9.518558e-04 9.726928e-04 9.381585e-04 #> [371] 1.131238e-03 1.225833e-03 1.170034e-03 1.206897e-03 1.230216e-03 #> [376] 1.293463e-03 1.274526e-03 1.203557e-03 1.085368e-03 9.128177e-04 #> [381] 8.701007e-04 9.146856e-04 9.505378e-04 8.552391e-04 6.928933e-04 #> [386] 7.473753e-04 7.373247e-04 6.657738e-04 6.525051e-04 6.411366e-04 #> [391] 6.554160e-04 6.149064e-04 5.790542e-04 6.350076e-04 5.582172e-04 #> [396] 4.662579e-04 5.143359e-04 5.895334e-04 7.005831e-04 5.917407e-04 #> [401] 6.594913e-04 7.198271e-04 8.779441e-04 8.109292e-04 8.352593e-04 #> [406] 8.072826e-04 7.571509e-04 8.864017e-04 7.179592e-04 8.106220e-04 #> [411] 7.708482e-04 8.131043e-04 7.702660e-04 7.278562e-04 7.319315e-04 #> [416] 6.925862e-04 7.419821e-04 7.575795e-04 7.296028e-04 6.597984e-04 #> [421] 6.399722e-04 6.750887e-04 7.770985e-04 7.940139e-04 7.982427e-04 #> [426] 7.452001e-04 6.777245e-04 7.562615e-04 7.695302e-04 7.874563e-04 #> [431] 7.791522e-04 7.862920e-04 7.660371e-04 7.546686e-04 7.492754e-04 #> [436] 7.236274e-04 7.193985e-04 7.134232e-04 7.140054e-04 7.074478e-04 #> [441] 6.949149e-04 6.632915e-04 6.727599e-04 6.525051e-04 6.280215e-04 #> [446] 6.106775e-04 6.124241e-04 6.189816e-04 6.249570e-04 6.440475e-04 #> [451] 6.291858e-04 6.172351e-04 6.315145e-04 6.303502e-04 6.237926e-04 #> [456] 6.178173e-04 6.249570e-04 6.112597e-04 6.255392e-04 6.243748e-04 #> [461] 6.178173e-04 6.183994e-04 6.118419e-04 5.861939e-04 5.557349e-04 #> [466] 5.586457e-04 5.061854e-04 4.518249e-04 4.111616e-04 2.840859e-04 #> [471] 4.072078e-04 3.514079e-04 3.161379e-04 2.934008e-04 2.629417e-04 #> [476] 1.543743e-04 2.888648e-04 3.630515e-04 2.702351e-04 4.417421e-04 #> [481] 4.730905e-04 3.575369e-04 4.330094e-04 2.829216e-04 2.629417e-04 #> [486] 1.019139e-04 1.295835e-04 6.940120e-05 5.496816e-05 -1.531268e-04 #> [491] -2.525330e-04 -1.699208e-04 -4.517376e-05 -9.616262e-05 -2.107054e-04 #> [496] -1.149781e-04 -1.225464e-04 -3.729827e-05 6.661173e-05 3.704205e-05 #> [501] -3.334444e-05 -1.056311e-04 -2.494685e-04 -4.459200e-04 -5.518837e-04 #> [506] -5.473798e-04 -5.599127e-04 -3.816946e-04 -6.728304e-04 -5.696883e-04 #> [511] -5.635594e-04 -6.237417e-04 -9.267068e-04 -7.419633e-04 -9.067592e-04 #> [516] -9.655021e-04 -9.984434e-04 -7.195333e-04 -8.095603e-04 -1.052925e-03 #> [521] -1.319335e-03 -1.070762e-03 -9.462902e-04 -1.005001e-03 -9.091201e-04 #> [526] -1.002519e-03 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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 #> #> $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 #>