diff --git a/NAMESPACE b/NAMESPACE index 404d3e6..f43d894 100755 --- a/NAMESPACE +++ b/NAMESPACE @@ -283,6 +283,7 @@ importFrom(MASS,ginv) importFrom(Rdpack,reprompt) importFrom(bdsmatrix,bdsmatrix) importFrom(collapse,GRP) +importFrom(collapse,GRPN) importFrom(collapse,dapply) importFrom(collapse,fbetween) importFrom(collapse,fdroplevels) diff --git a/R/est_cce.R b/R/est_cce.R index 455bbc0..22beac9 100644 --- a/R/est_cce.R +++ b/R/est_cce.R @@ -69,7 +69,7 @@ #' \item{r.squared}{numeric, the R squared.} #' @export #' @importFrom MASS ginv -#' @importFrom collapse rsplit gsplit GRP +#' @importFrom collapse rsplit gsplit GRP GRPN #' @author Giovanni Millo #' @references #' diff --git a/R/est_vcm.R b/R/est_vcm.R index 2e87533..6243237 100755 --- a/R/est_vcm.R +++ b/R/est_vcm.R @@ -496,25 +496,32 @@ print.summary.pvcm <- function(x, digits = max(3, getOption("digits") - 2), est.ols <- function(mf, cond, effect, model) { ## helper function: estimate the single OLS regressions (used for pvcm's model = "random" as well as "within" ) - ml <- split(mf, cond) - #ml <- collapse::rsplit(mf, cond) # does not yet work - TODO: check why (comment stemming from random model) - ols <- lapply(ml, function(x) { - X <- model.matrix(x) - if( (nrow(X) < ncol(X)) && model == "within" - || (nrow(X) <= ncol(X)) && model == "random") { - ## catch non-estimable model - ## equality NROW NCOL: can estimate coefficients but not variance - ## -> for "within" model: this is ok (output has variance NA/NaN) - # -> or "random" model: variance is needed for D2, chi-sq test, so rather be strict - error.msg <- paste0("insufficient number of observations for at least ", - "one group in ", effect, " dimension, so defined ", - "model is non-estimable") - stop(error.msg) - } - y <- pmodel.response(x) - r <- lm(y ~ X - 1, model = FALSE) - names(r$coefficients) <- colnames(X) - r}) + mm <- model.matrix(mf) + + ## catch non-estimable model: + ## check for obs. per individual vs. nr. of variables. equality: can estimate coefficients but not variance + ## -> for "within" model: this is ok (output has variance NA/NaN) + # -> or "random" model: variance is needed for D2, chi-sq test, so rather be strict + error.msg <- paste0("insufficient number of observations for at least ", + "one group in ", effect, " dimension, so defined ", + "model is non-estimable") + cond <- GRP(cond) + Ti <- collapse::GRPN(cond, expand = FALSE) + ncolumns <- ncol(mm) + if(model == "within" && any(Ti < ncolumns)) stop(error.msg) + if(model == "random" && any(Ti <= ncolumns)) stop(error.msg) + + # split data by group + X <- collapse::rsplit(mm, cond) + y <- collapse::rsplit(model.response(mf), cond) + + # estimate OLS per group + ols <- mapply(function(X_i, y_i) { + r <- lm(y_i ~ X_i - 1, model = FALSE) + names(r$coefficients) <- colnames(X_i) # need to plug-in original coef names due to lm(., model = FALSE) losing them + r + }, X, y, SIMPLIFY = FALSE) + ols } diff --git a/inst/tests/test_pvcm.Rout.save b/inst/tests/test_pvcm.Rout.save index fae5c68..515c28b 100644 --- a/inst/tests/test_pvcm.Rout.save +++ b/inst/tests/test_pvcm.Rout.save @@ -1,7 +1,7 @@ -R version 4.3.1 (2023-06-16 ucrt) -- "Beagle Scouts" -Copyright (C) 2023 The R Foundation for Statistical Computing -Platform: x86_64-w64-mingw32/x64 (64-bit) +R version 4.4.1 (2024-06-14 ucrt) -- "Race for Your Life" +Copyright (C) 2024 The R Foundation for Statistical Computing +Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. @@ -31,414 +31,414 @@ Type 'q()' to quit R. > > > print(zw$residuals) - ALABAMA.1 ALABAMA.2 ALABAMA.3 ALABAMA.4 - -2.784630e-02 1.383510e-02 2.577634e-02 2.092742e-02 - ALABAMA.5 ALABAMA.6 ALABAMA.7 ALABAMA.8 - -1.838635e-02 1.829207e-02 4.174781e-03 -2.029554e-02 - ALABAMA.9 ALABAMA.10 ALABAMA.11 ALABAMA.12 - -2.158995e-02 -1.608098e-02 -3.575963e-02 -1.404029e-02 - ALABAMA.13 ALABAMA.14 ALABAMA.15 ALABAMA.16 - -1.429039e-02 5.610193e-03 2.144429e-02 3.049732e-02 - ALABAMA.17 ARIZONA.18 ARIZONA.19 ARIZONA.20 - 2.773194e-02 -1.167610e-02 1.830009e-02 1.071088e-02 - ARIZONA.21 ARIZONA.22 ARIZONA.23 ARIZONA.24 - -7.780213e-03 -2.331784e-02 4.445025e-03 5.914372e-03 - ARIZONA.25 ARIZONA.26 ARIZONA.27 ARIZONA.28 - 1.387280e-02 4.613659e-03 7.245242e-04 4.199142e-04 - ARIZONA.29 ARIZONA.30 ARIZONA.31 ARIZONA.32 - -6.887961e-03 -2.383551e-02 -3.664123e-03 -5.115862e-03 - ARIZONA.33 ARIZONA.34 ARKANSAS.35 ARKANSAS.36 - 1.370727e-03 2.190562e-02 -2.480017e-02 5.533086e-04 - ARKANSAS.37 ARKANSAS.38 ARKANSAS.39 ARKANSAS.40 - 3.630756e-02 2.981028e-02 -6.032021e-03 2.115390e-03 - ARKANSAS.41 ARKANSAS.42 ARKANSAS.43 ARKANSAS.44 - -1.871883e-02 -1.778363e-02 -8.087211e-03 -1.827031e-02 - ARKANSAS.45 ARKANSAS.46 ARKANSAS.47 ARKANSAS.48 - -2.519145e-02 5.305858e-03 4.351819e-03 1.358953e-03 - ARKANSAS.49 ARKANSAS.50 ARKANSAS.51 CALIFORNIA.52 - 1.438849e-02 2.344727e-03 2.234723e-02 -3.720384e-03 - CALIFORNIA.53 CALIFORNIA.54 CALIFORNIA.55 CALIFORNIA.56 - 3.845621e-03 5.487535e-03 -6.807072e-03 -1.753898e-02 - CALIFORNIA.57 CALIFORNIA.58 CALIFORNIA.59 CALIFORNIA.60 - 1.117601e-02 1.498366e-02 1.556449e-02 1.139312e-02 - CALIFORNIA.61 CALIFORNIA.62 CALIFORNIA.63 CALIFORNIA.64 - -2.763856e-03 -6.146694e-03 -4.236254e-02 -2.775454e-02 - CALIFORNIA.65 CALIFORNIA.66 CALIFORNIA.67 CALIFORNIA.68 - 1.509588e-03 9.038197e-03 2.106124e-02 1.303461e-02 - COLORADO.69 COLORADO.70 COLORADO.71 COLORADO.72 - -1.516181e-02 4.697943e-03 -4.765959e-03 1.250179e-02 - COLORADO.73 COLORADO.74 COLORADO.75 COLORADO.76 - -3.549464e-03 2.168866e-03 1.387069e-02 5.895767e-03 - COLORADO.77 COLORADO.78 COLORADO.79 COLORADO.80 - 2.458483e-03 -2.451444e-04 -1.009144e-02 -6.822043e-03 - COLORADO.81 COLORADO.82 COLORADO.83 COLORADO.84 - -6.319155e-03 -1.218252e-03 -1.420828e-03 4.917400e-03 - COLORADO.85 CONNECTICUT.86 CONNECTICUT.87 CONNECTICUT.88 - 3.083159e-03 -2.643478e-02 1.360983e-03 2.168305e-02 - CONNECTICUT.89 CONNECTICUT.90 CONNECTICUT.91 CONNECTICUT.92 - 2.305605e-02 -1.154249e-02 -3.172177e-02 4.275466e-02 - CONNECTICUT.93 CONNECTICUT.94 CONNECTICUT.95 CONNECTICUT.96 - 3.165183e-02 9.307457e-03 -1.457874e-02 -4.914892e-02 - CONNECTICUT.97 CONNECTICUT.98 CONNECTICUT.99 CONNECTICUT.100 - -2.602057e-02 -4.170906e-02 -3.024500e-03 2.224411e-02 - CONNECTICUT.101 CONNECTICUT.102 DELAWARE.103 DELAWARE.104 - 3.734511e-02 1.477758e-02 -1.588738e-02 1.425444e-03 - DELAWARE.105 DELAWARE.106 DELAWARE.107 DELAWARE.108 - -1.999020e-03 4.159452e-02 -2.569928e-02 -3.964339e-03 - DELAWARE.109 DELAWARE.110 DELAWARE.111 DELAWARE.112 - 1.426597e-02 3.651801e-02 6.140999e-04 -3.597826e-02 - DELAWARE.113 DELAWARE.114 DELAWARE.115 DELAWARE.116 - -4.766308e-02 -1.550997e-02 1.239372e-02 3.314620e-02 - DELAWARE.117 DELAWARE.118 DELAWARE.119 FLORIDA.120 - 1.264274e-02 -8.967390e-03 3.068004e-03 -1.091538e-03 - FLORIDA.121 FLORIDA.122 FLORIDA.123 FLORIDA.124 - -4.839938e-03 -1.191272e-04 1.384049e-02 -1.094641e-04 - FLORIDA.125 FLORIDA.126 FLORIDA.127 FLORIDA.128 - 3.033621e-03 1.861103e-02 3.792548e-03 -4.688881e-03 - FLORIDA.129 FLORIDA.130 FLORIDA.131 FLORIDA.132 - -8.724000e-03 -1.862728e-02 -1.025231e-02 -1.974326e-02 - FLORIDA.133 FLORIDA.134 FLORIDA.135 FLORIDA.136 - -9.449469e-04 -1.592931e-03 6.386656e-03 2.506932e-02 - GEORGIA.137 GEORGIA.138 GEORGIA.139 GEORGIA.140 - -1.587016e-02 1.132871e-02 2.119717e-02 6.690145e-03 - GEORGIA.141 GEORGIA.142 GEORGIA.143 GEORGIA.144 - -1.892810e-02 2.326513e-04 7.692612e-03 1.689957e-02 - GEORGIA.145 GEORGIA.146 GEORGIA.147 GEORGIA.148 - -7.034004e-03 -1.180972e-02 -2.529726e-02 -1.301519e-02 - GEORGIA.149 GEORGIA.150 GEORGIA.151 GEORGIA.152 - -1.159810e-02 1.439403e-02 1.901063e-02 -7.565688e-04 - GEORGIA.153 IDAHO.154 IDAHO.155 IDAHO.156 - 6.863585e-03 1.959912e-02 -2.542472e-02 -1.076719e-02 - IDAHO.157 IDAHO.158 IDAHO.159 IDAHO.160 - -1.876944e-03 2.442251e-02 6.495507e-03 1.439773e-02 - IDAHO.161 IDAHO.162 IDAHO.163 IDAHO.164 - -1.717405e-02 -3.060920e-03 -2.177473e-02 -1.787043e-03 - IDAHO.165 IDAHO.166 IDAHO.167 IDAHO.168 - -1.083341e-02 -2.597953e-02 2.655308e-03 -2.054770e-03 - IDAHO.169 IDAHO.170 ILLINOIS.171 ILLINOIS.172 - 3.206565e-02 2.109748e-02 -1.333784e-03 2.856468e-03 - ILLINOIS.173 ILLINOIS.174 ILLINOIS.175 ILLINOIS.176 - 1.295623e-02 1.927578e-02 -1.828254e-02 -3.058082e-02 - ILLINOIS.177 ILLINOIS.178 ILLINOIS.179 ILLINOIS.180 - -1.936555e-03 3.475024e-04 6.414427e-03 -2.558462e-02 - ILLINOIS.181 ILLINOIS.182 ILLINOIS.183 ILLINOIS.184 - -4.837295e-02 -4.476182e-04 -1.243160e-02 -1.304067e-02 - ILLINOIS.185 ILLINOIS.186 ILLINOIS.187 INDIANA.188 - 2.327708e-02 3.085146e-02 5.603221e-02 -9.835585e-03 - INDIANA.189 INDIANA.190 INDIANA.191 INDIANA.192 - 1.622850e-02 4.057175e-03 1.886850e-02 -1.673771e-02 - INDIANA.193 INDIANA.194 INDIANA.195 INDIANA.196 - -2.080075e-02 -3.466260e-03 -6.823615e-03 -9.814636e-03 - INDIANA.197 INDIANA.198 INDIANA.199 INDIANA.200 - -2.302129e-02 -2.381779e-02 1.792367e-02 -1.095133e-04 - INDIANA.201 INDIANA.202 INDIANA.203 INDIANA.204 - 4.716922e-04 2.061579e-02 1.981031e-02 1.645151e-02 - IOWA.205 IOWA.206 IOWA.207 IOWA.208 - -2.921646e-03 -9.102124e-03 1.106896e-02 3.026834e-02 - IOWA.209 IOWA.210 IOWA.211 IOWA.212 - -2.338372e-02 -3.527714e-03 2.197806e-04 -4.152423e-03 - IOWA.213 IOWA.214 IOWA.215 IOWA.216 - -8.873614e-03 8.380588e-04 1.702764e-04 2.699055e-02 - IOWA.217 IOWA.218 IOWA.219 IOWA.220 - 7.456707e-03 -3.253337e-02 2.803530e-03 1.506421e-02 - IOWA.221 KANSAS.222 KANSAS.223 KANSAS.224 - -1.038579e-02 -1.549354e-02 1.957049e-02 2.313640e-02 - KANSAS.225 KANSAS.226 KANSAS.227 KANSAS.228 - 1.316554e-02 -8.656662e-03 -3.502461e-03 -3.112552e-02 - KANSAS.229 KANSAS.230 KANSAS.231 KANSAS.232 - -9.952810e-03 -1.050510e-02 2.094366e-02 -5.398649e-03 - KANSAS.233 KANSAS.234 KANSAS.235 KANSAS.236 - -2.718945e-02 -2.097860e-02 -1.761376e-02 1.170965e-02 - KANSAS.237 KANSAS.238 KENTUCKY.239 KENTUCKY.240 - 1.344772e-02 4.844309e-02 -7.497095e-03 5.576079e-03 - KENTUCKY.241 KENTUCKY.242 KENTUCKY.243 KENTUCKY.244 - 1.257227e-02 2.265419e-02 1.760319e-03 -2.921331e-02 - KENTUCKY.245 KENTUCKY.246 KENTUCKY.247 KENTUCKY.248 - -1.001315e-02 4.766151e-03 -6.597084e-03 -1.393529e-02 - KENTUCKY.249 KENTUCKY.250 KENTUCKY.251 KENTUCKY.252 - -3.122085e-02 8.726779e-03 -8.641607e-03 -2.957107e-03 - KENTUCKY.253 KENTUCKY.254 KENTUCKY.255 LOUISIANA.256 - 3.273277e-02 1.382077e-02 7.466168e-03 -7.526357e-03 - LOUISIANA.257 LOUISIANA.258 LOUISIANA.259 LOUISIANA.260 - 2.594283e-02 3.660483e-02 1.666357e-02 -3.068202e-02 - LOUISIANA.261 LOUISIANA.262 LOUISIANA.263 LOUISIANA.264 - -6.440261e-02 -1.423655e-02 3.022714e-03 2.060340e-02 - LOUISIANA.265 LOUISIANA.266 LOUISIANA.267 LOUISIANA.268 - 6.118172e-03 -1.742925e-02 9.896352e-03 3.498407e-03 - LOUISIANA.269 LOUISIANA.270 LOUISIANA.271 LOUISIANA.272 - -2.917173e-03 7.619249e-03 1.905540e-02 -1.183097e-02 - MAINE.273 MAINE.274 MAINE.275 MAINE.276 - -2.540597e-02 -6.795338e-03 1.335807e-02 2.970486e-02 - MAINE.277 MAINE.278 MAINE.279 MAINE.280 - 9.927548e-03 -2.296865e-03 7.136648e-03 -7.087680e-03 - MAINE.281 MAINE.282 MAINE.283 MAINE.284 - -8.466031e-03 -1.844592e-02 -2.779265e-02 -3.924306e-03 - MAINE.285 MAINE.286 MAINE.287 MAINE.288 - 6.871866e-03 1.729564e-02 1.305114e-02 9.291594e-03 - MAINE.289 MARYLAND.290 MARYLAND.291 MARYLAND.292 - -6.422598e-03 -8.085625e-03 1.988118e-03 1.832082e-02 - MARYLAND.293 MARYLAND.294 MARYLAND.295 MARYLAND.296 - 6.014388e-03 -3.199599e-02 -4.863238e-03 3.042477e-02 - MARYLAND.297 MARYLAND.298 MARYLAND.299 MARYLAND.300 - 1.341414e-02 4.061395e-03 -1.382740e-02 -3.383973e-02 - MARYLAND.301 MARYLAND.302 MARYLAND.303 MARYLAND.304 - -7.398166e-03 -1.902691e-03 -2.408771e-03 3.555209e-03 - MARYLAND.305 MARYLAND.306 MASSACHUSETTS.307 MASSACHUSETTS.308 - 1.166296e-02 1.487981e-02 -2.379499e-02 2.781885e-03 - MASSACHUSETTS.309 MASSACHUSETTS.310 MASSACHUSETTS.311 MASSACHUSETTS.312 - 1.549368e-02 3.212097e-02 -2.091898e-02 -1.134036e-02 - MASSACHUSETTS.313 MASSACHUSETTS.314 MASSACHUSETTS.315 MASSACHUSETTS.316 - 3.876338e-02 3.365015e-02 2.918541e-04 -2.083442e-02 - MASSACHUSETTS.317 MASSACHUSETTS.318 MASSACHUSETTS.319 MASSACHUSETTS.320 - -4.926144e-02 -3.573653e-02 -3.385728e-02 -3.867327e-03 - MASSACHUSETTS.321 MASSACHUSETTS.322 MASSACHUSETTS.323 MICHIGAN.324 - 2.775298e-02 4.323947e-02 5.516959e-03 -2.876377e-02 - MICHIGAN.325 MICHIGAN.326 MICHIGAN.327 MICHIGAN.328 - 3.200065e-03 1.309492e-02 1.732426e-02 -2.970527e-03 - MICHIGAN.329 MICHIGAN.330 MICHIGAN.331 MICHIGAN.332 - 2.019914e-02 -4.393522e-03 1.365610e-02 2.863445e-04 - MICHIGAN.333 MICHIGAN.334 MICHIGAN.335 MICHIGAN.336 - -1.825329e-02 -1.592364e-02 -1.038121e-02 4.418515e-03 - MICHIGAN.337 MICHIGAN.338 MICHIGAN.339 MICHIGAN.340 - -2.426791e-03 -7.145938e-03 6.972265e-03 1.110708e-02 - MINNESOTA.341 MINNESOTA.342 MINNESOTA.343 MINNESOTA.344 - -1.608595e-02 1.712794e-02 2.088196e-02 3.360899e-02 - MINNESOTA.345 MINNESOTA.346 MINNESOTA.347 MINNESOTA.348 - -1.408910e-02 -2.347343e-02 9.725807e-03 6.016706e-03 - MINNESOTA.349 MINNESOTA.350 MINNESOTA.351 MINNESOTA.352 - -1.706010e-02 -3.949246e-02 -5.814078e-02 -2.923871e-02 - MINNESOTA.353 MINNESOTA.354 MINNESOTA.355 MINNESOTA.356 - -1.260110e-02 4.293990e-04 2.315789e-02 3.287636e-02 - MINNESOTA.357 MISSISSIPPI.358 MISSISSIPPI.359 MISSISSIPPI.360 - 6.635659e-02 -4.397914e-03 7.095488e-03 1.259341e-02 - MISSISSIPPI.361 MISSISSIPPI.362 MISSISSIPPI.363 MISSISSIPPI.364 - 2.156677e-02 -3.712315e-02 -2.454944e-02 4.901769e-03 - MISSISSIPPI.365 MISSISSIPPI.366 MISSISSIPPI.367 MISSISSIPPI.368 - 2.299973e-02 1.370377e-02 -1.072032e-03 -3.371248e-02 - MISSISSIPPI.369 MISSISSIPPI.370 MISSISSIPPI.371 MISSISSIPPI.372 - 5.067184e-03 8.718913e-04 -9.348648e-03 1.737495e-02 - MISSISSIPPI.373 MISSISSIPPI.374 MISSOURI.375 MISSOURI.376 - -2.946131e-03 6.974838e-03 -2.650674e-02 1.454276e-02 - MISSOURI.377 MISSOURI.378 MISSOURI.379 MISSOURI.380 - 2.647845e-02 2.196990e-02 -2.555746e-02 -1.390241e-02 - MISSOURI.381 MISSOURI.382 MISSOURI.383 MISSOURI.384 - 8.443044e-03 1.895892e-02 3.991070e-03 -2.167280e-02 - MISSOURI.385 MISSOURI.386 MISSOURI.387 MISSOURI.388 - -3.948942e-02 -1.414610e-02 -1.376554e-02 1.563457e-02 - MISSOURI.389 MISSOURI.390 MISSOURI.391 MONTANA.392 - 2.238929e-02 1.378153e-02 8.850948e-03 2.781074e-02 - MONTANA.393 MONTANA.394 MONTANA.395 MONTANA.396 - -2.461481e-02 9.106641e-03 1.514286e-02 -8.193485e-03 - MONTANA.397 MONTANA.398 MONTANA.399 MONTANA.400 - -1.424893e-02 -1.420288e-02 -4.191108e-02 -2.986629e-03 - MONTANA.401 MONTANA.402 MONTANA.403 MONTANA.404 - 6.895739e-03 2.594081e-02 3.739503e-02 2.626124e-02 - MONTANA.405 MONTANA.406 MONTANA.407 MONTANA.408 - 2.363969e-02 4.357338e-04 -4.901818e-02 -1.745249e-02 - NEBRASKA.409 NEBRASKA.410 NEBRASKA.411 NEBRASKA.412 - -7.224605e-03 2.255937e-02 2.139327e-02 1.153225e-02 - NEBRASKA.413 NEBRASKA.414 NEBRASKA.415 NEBRASKA.416 - -4.688112e-02 -2.799607e-03 -2.517715e-03 -2.258671e-02 - NEBRASKA.417 NEBRASKA.418 NEBRASKA.419 NEBRASKA.420 - 1.021460e-03 -1.544706e-03 -2.308474e-02 2.043308e-02 - NEBRASKA.421 NEBRASKA.422 NEBRASKA.423 NEBRASKA.424 - -1.480806e-03 -2.503995e-02 7.020996e-03 -4.080630e-04 - NEBRASKA.425 NEVADA.426 NEVADA.427 NEVADA.428 - 4.960759e-02 5.654215e-03 9.802668e-03 1.063117e-02 - NEVADA.429 NEVADA.430 NEVADA.431 NEVADA.432 - 3.234228e-03 -2.445343e-02 -1.537698e-02 4.261622e-03 - NEVADA.433 NEVADA.434 NEVADA.435 NEVADA.436 - -5.636553e-03 -4.915593e-03 -4.482037e-03 4.765187e-03 - NEVADA.437 NEVADA.438 NEVADA.439 NEVADA.440 - 8.767232e-03 1.117708e-04 1.462960e-02 -4.444933e-03 - NEVADA.441 NEVADA.442 NEW_HAMPSHIRE.443 NEW_HAMPSHIRE.444 - -2.311545e-03 -2.366291e-04 -1.871464e-02 1.816736e-02 - NEW_HAMPSHIRE.445 NEW_HAMPSHIRE.446 NEW_HAMPSHIRE.447 NEW_HAMPSHIRE.448 - 6.035153e-03 -1.474427e-03 -6.828326e-03 -2.215374e-03 - NEW_HAMPSHIRE.449 NEW_HAMPSHIRE.450 NEW_HAMPSHIRE.451 NEW_HAMPSHIRE.452 - 9.797515e-03 -5.623412e-03 1.619459e-02 3.752014e-03 - NEW_HAMPSHIRE.453 NEW_HAMPSHIRE.454 NEW_HAMPSHIRE.455 NEW_HAMPSHIRE.456 - -2.154266e-02 -1.651873e-02 -1.054802e-02 2.366872e-02 - NEW_HAMPSHIRE.457 NEW_HAMPSHIRE.458 NEW_HAMPSHIRE.459 NEW_JERSEY.460 - 3.634272e-03 8.221642e-03 -6.005683e-03 -2.471505e-02 - NEW_JERSEY.461 NEW_JERSEY.462 NEW_JERSEY.463 NEW_JERSEY.464 - 7.736547e-03 2.235296e-02 2.600601e-02 -1.332577e-02 - NEW_JERSEY.465 NEW_JERSEY.466 NEW_JERSEY.467 NEW_JERSEY.468 - -1.106436e-02 2.746862e-02 2.286481e-02 -4.271583e-03 - NEW_JERSEY.469 NEW_JERSEY.470 NEW_JERSEY.471 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-1.483466e-02 -5.114080e-03 2.860454e-03 1.341257e-02 + OKLAHOMA.12 OKLAHOMA.13 OKLAHOMA.14 OKLAHOMA.15 + -1.150295e-02 1.831630e-02 8.163643e-03 2.914906e-03 + OKLAHOMA.16 OKLAHOMA.17 OREGON.1 OREGON.2 + -8.708918e-03 6.128645e-03 -1.872889e-02 -8.097574e-03 + OREGON.3 OREGON.4 OREGON.5 OREGON.6 + 5.279235e-03 8.559307e-03 2.765980e-03 8.396921e-03 + OREGON.7 OREGON.8 OREGON.9 OREGON.10 + 2.866662e-02 8.927369e-03 -5.380834e-03 -8.970038e-03 + OREGON.11 OREGON.12 OREGON.13 OREGON.14 + -7.181992e-03 -9.084292e-03 -1.864087e-02 -5.032937e-03 + OREGON.15 OREGON.16 OREGON.17 PENNSYLVANIA.1 + 4.585749e-03 1.151243e-02 2.423815e-03 -1.189953e-02 + PENNSYLVANIA.2 PENNSYLVANIA.3 PENNSYLVANIA.4 PENNSYLVANIA.5 + -5.408371e-03 1.026538e-02 2.402653e-02 -1.119198e-02 + PENNSYLVANIA.6 PENNSYLVANIA.7 PENNSYLVANIA.8 PENNSYLVANIA.9 + -2.836665e-02 1.101472e-02 2.027020e-02 4.988519e-03 + PENNSYLVANIA.10 PENNSYLVANIA.11 PENNSYLVANIA.12 PENNSYLVANIA.13 + -1.736759e-02 -4.833131e-02 -3.651688e-03 -1.200734e-02 + PENNSYLVANIA.14 PENNSYLVANIA.15 PENNSYLVANIA.16 PENNSYLVANIA.17 + 1.417608e-02 1.679898e-02 1.178139e-02 2.490266e-02 + RHODE_ISLAND.1 RHODE_ISLAND.2 RHODE_ISLAND.3 RHODE_ISLAND.4 + -2.708466e-02 1.866191e-02 2.773626e-02 2.582029e-02 + RHODE_ISLAND.5 RHODE_ISLAND.6 RHODE_ISLAND.7 RHODE_ISLAND.8 + -2.930238e-02 1.575003e-03 1.141857e-03 2.151035e-02 + RHODE_ISLAND.9 RHODE_ISLAND.10 RHODE_ISLAND.11 RHODE_ISLAND.12 + -1.434565e-02 -2.044935e-02 -4.215650e-02 -5.855269e-03 + RHODE_ISLAND.13 RHODE_ISLAND.14 RHODE_ISLAND.15 RHODE_ISLAND.16 + 1.266342e-02 1.809076e-03 -5.144278e-03 6.134847e-03 + RHODE_ISLAND.17 SOUTH_CAROLINA.1 SOUTH_CAROLINA.2 SOUTH_CAROLINA.3 + 2.728508e-02 3.890581e-03 1.495545e-02 1.856852e-02 + SOUTH_CAROLINA.4 SOUTH_CAROLINA.5 SOUTH_CAROLINA.6 SOUTH_CAROLINA.7 + 9.412705e-03 -2.313247e-02 -1.175550e-02 -1.064155e-02 + SOUTH_CAROLINA.8 SOUTH_CAROLINA.9 SOUTH_CAROLINA.10 SOUTH_CAROLINA.11 + -9.038632e-03 -1.318140e-02 -7.050567e-03 -3.794354e-02 +SOUTH_CAROLINA.12 SOUTH_CAROLINA.13 SOUTH_CAROLINA.14 SOUTH_CAROLINA.15 + -2.411764e-02 -8.540698e-03 3.378751e-02 5.309876e-02 +SOUTH_CAROLINA.16 SOUTH_CAROLINA.17 SOUTH_DAKOTA.1 SOUTH_DAKOTA.2 + 2.455087e-02 -1.286239e-02 -1.685987e-02 -3.450122e-03 + SOUTH_DAKOTA.3 SOUTH_DAKOTA.4 SOUTH_DAKOTA.5 SOUTH_DAKOTA.6 + -6.715654e-03 4.109882e-02 -5.572250e-03 3.061755e-02 + SOUTH_DAKOTA.7 SOUTH_DAKOTA.8 SOUTH_DAKOTA.9 SOUTH_DAKOTA.10 + -3.538357e-02 -1.384869e-02 -2.925910e-03 2.302824e-02 + SOUTH_DAKOTA.11 SOUTH_DAKOTA.12 SOUTH_DAKOTA.13 SOUTH_DAKOTA.14 + -1.242471e-02 1.347537e-02 2.825773e-02 -2.827767e-02 + SOUTH_DAKOTA.15 SOUTH_DAKOTA.16 SOUTH_DAKOTA.17 TENNESSE.1 + -4.837484e-03 -6.698440e-03 5.166702e-04 -2.272058e-02 + TENNESSE.2 TENNESSE.3 TENNESSE.4 TENNESSE.5 + 8.035851e-03 2.625440e-02 2.513314e-02 -2.624214e-02 + TENNESSE.6 TENNESSE.7 TENNESSE.8 TENNESSE.9 + -6.517993e-03 1.488415e-03 4.886255e-03 3.250159e-03 + TENNESSE.10 TENNESSE.11 TENNESSE.12 TENNESSE.13 + -1.361826e-02 -2.737387e-02 -1.170707e-02 -2.311890e-03 + TENNESSE.14 TENNESSE.15 TENNESSE.16 TENNESSE.17 + 1.647003e-02 2.084426e-02 5.955214e-03 -1.825931e-03 + TEXAS.1 TEXAS.2 TEXAS.3 TEXAS.4 + 8.941530e-04 -3.745829e-03 -5.693630e-03 -6.924342e-03 + TEXAS.5 TEXAS.6 TEXAS.7 TEXAS.8 + -1.854557e-02 -5.868618e-03 1.219069e-02 2.969866e-02 + TEXAS.9 TEXAS.10 TEXAS.11 TEXAS.12 + 3.153451e-02 7.472839e-03 -7.436183e-03 -1.682041e-02 + TEXAS.13 TEXAS.14 TEXAS.15 TEXAS.16 + -1.995150e-02 -2.339647e-03 -8.506010e-03 1.082326e-02 + TEXAS.17 UTAH.1 UTAH.2 UTAH.3 + 3.217622e-03 2.013414e-03 5.593255e-03 7.028402e-03 + UTAH.4 UTAH.5 UTAH.6 UTAH.7 + 7.326269e-03 -1.335056e-02 -1.585052e-02 -3.127349e-03 + UTAH.8 UTAH.9 UTAH.10 UTAH.11 + 2.411241e-03 3.258599e-03 -7.554744e-03 1.891177e-03 + UTAH.12 UTAH.13 UTAH.14 UTAH.15 + 8.262571e-03 -1.419713e-02 3.354434e-03 1.909191e-02 + UTAH.16 UTAH.17 VERMONT.1 VERMONT.2 + 3.543436e-03 -9.694400e-03 -3.218815e-02 1.270522e-02 + VERMONT.3 VERMONT.4 VERMONT.5 VERMONT.6 + 3.224440e-02 2.166727e-02 -1.466462e-02 -1.832062e-02 + VERMONT.7 VERMONT.8 VERMONT.9 VERMONT.10 + 2.384841e-02 -9.625144e-03 5.167637e-04 -1.686073e-02 + VERMONT.11 VERMONT.12 VERMONT.13 VERMONT.14 + -1.429762e-02 -2.016448e-02 -2.272562e-02 1.595901e-02 + VERMONT.15 VERMONT.16 VERMONT.17 VIRGINIA.1 + 1.831161e-02 3.654830e-02 -1.295399e-02 -4.307948e-03 + VIRGINIA.2 VIRGINIA.3 VIRGINIA.4 VIRGINIA.5 + 4.781660e-04 2.191150e-03 9.937808e-03 -1.093166e-02 + VIRGINIA.6 VIRGINIA.7 VIRGINIA.8 VIRGINIA.9 + -8.553580e-04 2.540669e-03 1.099453e-02 6.982861e-03 + VIRGINIA.10 VIRGINIA.11 VIRGINIA.12 VIRGINIA.13 + -1.045294e-02 -2.450568e-02 -3.478990e-03 -9.527830e-03 + VIRGINIA.14 VIRGINIA.15 VIRGINIA.16 VIRGINIA.17 + 1.643792e-02 1.997751e-02 1.632388e-03 -7.112596e-03 + WASHINGTON.1 WASHINGTON.2 WASHINGTON.3 WASHINGTON.4 + -4.357003e-03 -6.139003e-04 -5.276426e-04 1.819691e-03 + WASHINGTON.5 WASHINGTON.6 WASHINGTON.7 WASHINGTON.8 + -5.764001e-03 1.473219e-02 -4.927791e-03 -2.584610e-04 + WASHINGTON.9 WASHINGTON.10 WASHINGTON.11 WASHINGTON.12 + 6.091760e-03 7.101852e-03 -5.186472e-03 -1.394926e-02 + WASHINGTON.13 WASHINGTON.14 WASHINGTON.15 WASHINGTON.16 + -3.931647e-03 1.122468e-02 7.369093e-04 -1.318386e-02 + WASHINGTON.17 WEST_VIRGINIA.1 WEST_VIRGINIA.2 WEST_VIRGINIA.3 + 1.099296e-02 -1.050506e-02 4.761551e-03 2.967615e-02 + WEST_VIRGINIA.4 WEST_VIRGINIA.5 WEST_VIRGINIA.6 WEST_VIRGINIA.7 + 2.872011e-02 -2.594033e-02 -4.020839e-02 -2.410764e-02 + WEST_VIRGINIA.8 WEST_VIRGINIA.9 WEST_VIRGINIA.10 WEST_VIRGINIA.11 + -5.446329e-04 8.992151e-03 1.281983e-03 -1.029131e-02 + WEST_VIRGINIA.12 WEST_VIRGINIA.13 WEST_VIRGINIA.14 WEST_VIRGINIA.15 + 1.994241e-02 -4.145154e-03 -1.593895e-02 1.049819e-02 + WEST_VIRGINIA.16 WEST_VIRGINIA.17 WISCONSIN.1 WISCONSIN.2 + 7.372210e-03 2.043670e-02 -6.924132e-03 2.837128e-04 + WISCONSIN.3 WISCONSIN.4 WISCONSIN.5 WISCONSIN.6 + 1.379002e-02 4.108974e-02 -6.906662e-03 -2.758799e-02 + WISCONSIN.7 WISCONSIN.8 WISCONSIN.9 WISCONSIN.10 + -1.977495e-02 -4.735693e-03 1.025076e-02 -1.764233e-02 + WISCONSIN.11 WISCONSIN.12 WISCONSIN.13 WISCONSIN.14 + -3.809215e-02 -2.045588e-03 9.323202e-03 7.252596e-03 + WISCONSIN.15 WISCONSIN.16 WISCONSIN.17 WYOMING.1 + 1.188596e-02 1.030624e-02 1.952726e-02 8.034937e-02 + WYOMING.2 WYOMING.3 WYOMING.4 WYOMING.5 + 7.885823e-03 3.116807e-03 -2.216514e-02 1.295030e-02 + WYOMING.6 WYOMING.7 WYOMING.8 WYOMING.9 + -1.530456e-02 -8.280789e-02 -7.268214e-02 -2.412972e-02 + WYOMING.10 WYOMING.11 WYOMING.12 WYOMING.13 + 5.426246e-04 6.077214e-02 5.074829e-02 3.223871e-02 + WYOMING.14 WYOMING.15 WYOMING.16 WYOMING.17 + 1.714261e-02 -2.256130e-03 -7.721989e-03 -3.867911e-02 > class(zw$residuals) [1] "pseries" "numeric" > print(zw$coefficients) @@ -1398,4 +1398,4 @@ Test for parameter homogeneity: Chisq = 696.429 on 147 DF, p-value: < 2.22e-16 > > proc.time() user system elapsed - 3.01 0.25 3.26 + 2.21 0.34 2.54