From 10b86118cd24bc76f372332b6b6c57c9730a337f Mon Sep 17 00:00:00 2001 From: Sciome Bot Date: Fri, 6 Dec 2024 15:04:24 -0500 Subject: [PATCH] Pull request #62: Optimizations, test fixes and BH dependency Merge in STAT/prestogp from master to to-git Squashed commit of the following: commit 93a0e4f161d803bbe4292fa25417845f39b42945 Merge: abf92aa 55d9113 Author: sciome-bot Date: Fri Dec 6 13:07:51 2024 -0500 Merge branch 'master' into to-git commit 55d9113325a3dcd7dc5b6a81a995c8166a0d78af Merge: 49819ab 1416407 Author: Eric Bair Date: Fri Dec 6 12:59:52 2024 -0500 Pull request #61: Optimizations, test fixes and BH dependency * commit '1416407582bda359d58681890fa5853b8f25b48d': Fixed some lint issues New data files for tests Parallel createUMultivariate, fixed tests, and other minor updates Removed R lib dependency in matern1 commit 1416407582bda359d58681890fa5853b8f25b48d Author: Eric Bair Date: Thu Dec 5 03:38:13 2024 -0500 Fixed some lint issues commit 0bc1a1e9176c1d57fe509f0b50cc81610a46638a Author: Eric Bair Date: Wed Dec 4 23:44:19 2024 -0500 New data files for tests commit 58e06c1306c25eb67a2f022626d0b5aa904eee1b Author: Eric Bair Date: Wed Dec 4 23:43:42 2024 -0500 Parallel createUMultivariate, fixed tests, and other minor updates commit 6ebe45b6a0d27cfcac6d7dc11e01bb960c5fbd61 Author: Eric Bair Date: Thu Nov 14 17:56:19 2024 -0500 Removed R lib dependency in matern1 commit 49819ab5ab6b7aa1c9c2e808aaff4f322fd38d8a Merge: 67c103b e215b77 Author: Eric Bair Date: Fri Nov 1 12:33:35 2024 -0400 Pull request #57: Eb dev Merge in STAT/prestogp from eb-dev to master * commit 'e215b772485d2dfcaa151e9b31b78fff5bf64f2a': Added new .Rd files Improved show/accessor methods commit e215b772485d2dfcaa151e9b31b78fff5bf64f2a Author: Eric Bair Date: Thu Oct 24 17:03:43 2024 -0400 Added new .Rd files commit 89f65ae47e17780993d315b65e87e6c5c899c31a Author: Eric Bair Date: Thu Oct 24 17:02:36 2024 -0400 Improved show/accessor methods commit 67c103b96011dcb6affeb476e64397db99039fb5 Merge: e12a1a9 99e85a4 Author: sciome-bot Date: Tue Sep 10 16:11:37 2024 -0400 Merge branch 'main-sciome' of github-sciome-bot:Spatiotemporal-Exposures-and-Toxicology/PrestoGP commit 99e85a406cc821c6dde5c2ecbefe281964af5151 Merge: f9712d6 6bf83a9 Author: {SET}group <127860447+kyle-messier@users.noreply.github.com> Date: Thu Sep 5 09:18:56 2024 -0400 Merge pull request #73 from NIEHS/main-sciome Improving imputation accuracy commit e12a1a90a94e94c8dde13c07aeb0d9b0bca73a46 Merge: 44951f2 53621ab Author: Eric Bair Date: Fri Aug 30 23:34:45 2024 -0400 Pull request #55: More accurate imputation Merge in STAT/prestogp from eb-dev to master * commit '53621abee364becbdd7f4bc3f860ce2d048f6f9a': More accurate imputation commit 53621abee364becbdd7f4bc3f860ce2d048f6f9a Author: Eric Bair Date: Sat Aug 24 14:52:27 2024 -0400 More accurate imputation commit f9712d6c8d3dbf60e2e06aaff48dc9be82550d72 Merge: b814826 2ce73ce Author: ericbair-sciome <149633517+ericbair-sciome@users.noreply.github.com> Date: Sat Aug 24 14:45:45 2024 -0400 Merge pull request #72 from NIEHS/main-sciome Faster imputation commit 44951f21121b51946d4984e7713b6de2612d27a5 Merge: edef68f b814826 Author: sciome-bot Date: Tue Aug 20 13:52:53 2024 -0400 Merge branch 'main' of sciome-bot-git:NIEHS/PrestoGP commit edef68fe245572e3166194949163893c8d5f305f Merge: 1144744 ca1db91 Author: Eric Bair Date: Tue Aug 20 12:19:27 2024 -0400 Pull request #53: Faster imputation Merge in STAT/prestogp from eb-dev to master * commit 'ca1db918136625308410d0ae6a37c5d834292fc2': Faster imputation commit ca1db918136625308410d0ae6a37c5d834292fc2 Author: Eric Bair Date: Mon Aug 19 20:40:28 2024 -0400 Faster imputation commit b81482642337a30dca0b7939f9720c4a286b618f Merge: f661f11 a80245d Author: {SET}group <127860447+kyle-messier@users.noreply.github.com> Date: Tue Jul 30 14:45:46 2024 -0400 Merge pull request #67 from NIEHS/main-sciome Improved imputation & bug fixes commit 1144744233a78c7f779607e41e17a5efeb7a4363 Merge: 30ee16f 3d3ff39 Author: sciome-bot Date: Tue Jul 30 10:09:31 2024 -0400 Merge branch 'main-sciome' commit 3d3ff39dd2ce80a8f20de4d3fb4af412d3f798ad Merge: a80245d f661f11 Author: sciome-bot Date: Tue Jul 30 09:38:32 2024 -0400 Merge branch 'main' into main-sciome ... and 81 more commits --- DESCRIPTION | 4 +- R/PrestoGP_Model.R | 19 +++- R/PrestoGP_Multivariate_Vecchia.R | 47 ++++---- R/PrestoGP_Util_Functions.R | 7 +- R/PrestoGP_Vecchia.R | 50 ++++---- src/createUMC.cpp | 89 ++++++++------- tests/testthat/sim_multivariate_big_pred.R | 107 ------------------ .../testthat/sim_multivariate_big_pred.RData | Bin 0 -> 104349 bytes tests/testthat/sim_vecchia_st.R | 38 ------- tests/testthat/sim_vecchia_st.RData | Bin 0 -> 286538 bytes ...test-PrestoGP_Multivariate_Vecchia_Model.R | 8 +- tests/testthat/test-PrestoGP_Univariate.R | 34 +++--- 12 files changed, 136 insertions(+), 267 deletions(-) delete mode 100644 tests/testthat/sim_multivariate_big_pred.R create mode 100644 tests/testthat/sim_multivariate_big_pred.RData delete mode 100644 tests/testthat/sim_vecchia_st.R create mode 100644 tests/testthat/sim_vecchia_st.RData diff --git a/DESCRIPTION b/DESCRIPTION index 008cd3b..d3072f1 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: PrestoGP Type: Package Title: Penalized Regression for Spatio-Temporal Outcomes via Gaussian Processes -Version: 0.2.0.9036 +Version: 0.2.0.9037 Authors@R: c( person(given = "Eric", family = "Bair", @@ -23,7 +23,7 @@ Description: Simultaneous variable seletion and estimation of LUR models with sp Depends: R (>= 3.5.0) LinkingTo: - Rcpp, RcppArmadillo + Rcpp, RcppArmadillo, BH Imports: GPvecchia, fields, diff --git a/R/PrestoGP_Model.R b/R/PrestoGP_Model.R index adc971f..6ea423b 100644 --- a/R/PrestoGP_Model.R +++ b/R/PrestoGP_Model.R @@ -826,16 +826,31 @@ setMethod( model <- specify(model) if (is.null(beta.hat)) { + if (!quiet) { + cat("\n") + } if (sum(!model@Y_obs) > 0 & min(lodv) < Inf) { + if (!quiet) { + cat("Imputing missing y's and estimating initial beta...", "\n") + } cur.mi <- lod_reg_mi(model@Y_train, model@X_train, lodv, !model@Y_obs, - parallel = parallel, foldid = foldid) + parallel = parallel, foldid = foldid, verbose = verbose) model@Y_train[!model@Y_obs] <- cur.mi$y.impute beta.hat <- as.matrix(cur.mi$coef) + if (!quiet) { + cat("Estimation of initial beta complete", "\n") + } } else { + if (!quiet) { + cat("Estimating initial beta...", "\n") + } beta0.glmnet <- cv.glmnet(model@X_train, model@Y_train, parallel = parallel, foldid = foldid) beta.hat <- as.matrix(predict(beta0.glmnet, type = "coefficients", s = beta0.glmnet$lambda.1se)) + if (!quiet) { + cat("Estimation of initial beta complete", "\n") + } } } Y.hat <- beta.hat[1, 1] + model@X_train %*% beta.hat[-1, ] @@ -927,7 +942,7 @@ setMethod( } if (!quiet) { cat("Iteration", iter, "complete", "\n") - cat("Current penalized likelihood:", model@error, "\n") + cat("Current penalized negative log likelihood:", model@error, "\n") cat("Current MSE:", mean(model@res^2), "\n") } iter <- iter + 1 diff --git a/R/PrestoGP_Multivariate_Vecchia.R b/R/PrestoGP_Multivariate_Vecchia.R index a27a101..df13c49 100644 --- a/R/PrestoGP_Multivariate_Vecchia.R +++ b/R/PrestoGP_Multivariate_Vecchia.R @@ -435,38 +435,33 @@ setMethod("impute_y_lod", "MultivariateVecchiaModel", function(model, lod, yhat.ni <- X %*% cur.coef[-1] yhat.ni <- yhat.ni + mean(y[!miss]) - mean(yhat.ni[!miss]) + coef.mat <- matrix(nrow = n.mi, ncol = (ncol(X) + 1)) if (parallel) { - coef.mat <- foreach(i = seq_len(n.mi), .combine = rbind) %dopar% { - yi <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), - rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, covmat = Sigma.hat) - yi <- yi + yhat.ni - - tiid <- transform_miid(cbind(yi, X), vecchia.approx, params) - yt <- tiid[, 1] - Xt <- as.matrix(tiid[, -1]) - - cur.glmnet <- cv.glmnet(as.matrix(Xt), as.matrix(yt), - alpha = model@alpha, family = family, nfolds = nfolds, - foldid = foldid) - as.vector(coef(cur.glmnet, s = "lambda.min")) + yi <- foreach(i = seq_len(n.mi), .combine = cbind) %dopar% { + out <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), + rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, + covmat = Sigma.hat) + out + yhat.ni } } else { - coef.mat <- matrix(nrow = n.mi, ncol = (ncol(X) + 1)) + yi <- matrix(nrow = length(yhat.ni), ncol = n.mi) for (i in seq_len(n.mi)) { - yi <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), - rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, covmat = Sigma.hat) - yi <- yi + yhat.ni - - tiid <- transform_miid(cbind(yi, X), vecchia.approx, params) - yt <- tiid[, 1] - Xt <- as.matrix(tiid[, -1]) - - cur.glmnet <- cv.glmnet(as.matrix(Xt), as.matrix(yt), - alpha = model@alpha, family = family, nfolds = nfolds, - foldid = foldid) - coef.mat[i, ] <- as.matrix(coef(cur.glmnet, s = "lambda.min")) + yi[, i] <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), + rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, + covmat = Sigma.hat) + yi[, i] <- yi[, i] + yhat.ni } } + tiid <- transform_miid(cbind(yi, X), vecchia.approx, params) + yt <- tiid[, seq_len(ncol(yi))] + Xt <- as.matrix(tiid[, -(seq_len(ncol(yi)))]) + + for (i in seq_len(n.mi)) { + cur.glmnet <- cv.glmnet(as.matrix(Xt), as.matrix(yt[, i]), + alpha = model@alpha, family = family, nfolds = nfolds, + foldid = foldid, parallel = parallel) + coef.mat[i, ] <- as.matrix(coef(cur.glmnet, s = "lambda.min")) + } last.coef <- cur.coef cur.coef <- colMeans(coef.mat) if (verbose) { diff --git a/R/PrestoGP_Util_Functions.R b/R/PrestoGP_Util_Functions.R index aeb32d1..a2f2d41 100644 --- a/R/PrestoGP_Util_Functions.R +++ b/R/PrestoGP_Util_Functions.R @@ -351,7 +351,7 @@ eliminate_dupes <- function(locs, locs.pred = NULL) { } lod_reg_mi <- function(y, X, lod, miss, n.mi = 10, eps = 0.01, maxit = 10, - parallel, foldid) { + parallel, foldid, verbose) { lod <- lod[miss] last.coef <- rep(Inf, ncol(X) + 1) cur.glmnet <- cv.glmnet(X, y, parallel = parallel, foldid = foldid, @@ -375,6 +375,11 @@ lod_reg_mi <- function(y, X, lod, miss, n.mi = 10, eps = 0.01, maxit = 10, s = "lambda.min")) } cur.coef <- colMeans(coef.mat) + if (verbose) { + cat("LOD imputation iteration", itn, "complete", "\n") + cat("Current coefficients:", "\n") + print(cur.coef) + } } miss.means <- X[miss, ] %*% cur.coef[-1] + cur.coef[1] obs.means <- X[!miss, ] %*% cur.coef[-1] + cur.coef[1] diff --git a/R/PrestoGP_Vecchia.R b/R/PrestoGP_Vecchia.R index 8da4958..3b04d1b 100644 --- a/R/PrestoGP_Vecchia.R +++ b/R/PrestoGP_Vecchia.R @@ -261,40 +261,34 @@ setMethod("impute_y_lod", "VecchiaModel", function(model, lod, n.mi = 10, yhat.ni <- X %*% cur.coef[-1] yhat.ni <- yhat.ni + mean(y[!miss]) - mean(yhat.ni[!miss]) + coef.mat <- matrix(nrow = n.mi, ncol = (ncol(X) + 1)) if (parallel) { - coef.mat <- foreach(i = seq_len(n.mi), .combine = rbind) %dopar% { - yi <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), - rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, covmat = Sigma.hat) - yi <- yi + yhat.ni - - tiid <- transform_iid(cbind(yi, X), vecchia.approx, params[1:3], - params[4]) - yt <- tiid[, 1] - Xt <- as.matrix(tiid[, -1]) - - cur.glmnet <- cv.glmnet(as.matrix(Xt), as.matrix(yt), - alpha = model@alpha, family = family, nfolds = nfolds, - foldid = foldid) - as.vector(coef(cur.glmnet, s = "lambda.min")) + yi <- foreach(i = seq_len(n.mi), .combine = cbind) %dopar% { + out <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), + rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, + covmat = Sigma.hat) + out + yhat.ni } } else { - coef.mat <- matrix(nrow = n.mi, ncol = (ncol(X) + 1)) + yi <- matrix(nrow = length(yhat.ni), ncol = n.mi) for (i in seq_len(n.mi)) { - yi <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), - rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, covmat = Sigma.hat) - yi <- yi + yhat.ni - - tiid <- transform_iid(cbind(yi, X), vecchia.approx, params[1:3], - params[4]) - yt <- tiid[, 1] - Xt <- as.matrix(tiid[, -1]) - - cur.glmnet <- cv.glmnet(as.matrix(Xt), as.matrix(yt), - alpha = model@alpha, family = family, nfolds = nfolds, - foldid = foldid) - coef.mat[i, ] <- as.matrix(coef(cur.glmnet, s = "lambda.min")) + yi[, i] <- rtmvn_snn(y - yhat.ni, rep(-Inf, length(y)), + rep(lod, length(y)) - yhat.ni, is.na(y), locs.nn, + covmat = Sigma.hat) + yi[, i] <- yi[, i] + yhat.ni } } + tiid <- transform_iid(cbind(yi, X), vecchia.approx, params[1:3], + params[4]) + yt <- tiid[, seq_len(ncol(yi))] + Xt <- as.matrix(tiid[, -(seq_len(ncol(yi)))]) + + for (i in seq_len(n.mi)) { + cur.glmnet <- cv.glmnet(as.matrix(Xt), as.matrix(yt[, i]), + alpha = model@alpha, family = family, nfolds = nfolds, + foldid = foldid, parallel = parallel) + coef.mat[i, ] <- as.matrix(coef(cur.glmnet, s = "lambda.min")) + } last.coef <- cur.coef cur.coef <- colMeans(coef.mat) if (verbose) { diff --git a/src/createUMC.cpp b/src/createUMC.cpp index 213581b..8e3e09c 100644 --- a/src/createUMC.cpp +++ b/src/createUMC.cpp @@ -1,60 +1,47 @@ #define ARMA_64BIT_WORD 1 +#ifdef _OPENMP +#include +#endif #include // [[Rcpp::depends(RcppArmadillo)]] // [[Rcpp::plugins(cpp17)]] +// [[Rcpp::plugins(openmp)]] #include +#include +#include double matern1(const double &x, const double &smooth, const double &alpha) { if (smooth == 0.5) { return exp(-x * alpha); } else if (smooth == 1.5) { - double normcon = (pow(alpha, 3) / sqrt(M_PI)) * (tgamma(2.0) / tgamma(1.5)); + double normcon = (pow(alpha, 3) / sqrt(M_PI)) * + (boost::math::tgamma(2.0) / boost::math::tgamma(1.5)); return normcon * 0.5 * M_PI * pow(alpha, -3) * exp(-x * alpha) * (1 + x * alpha); } else if (smooth == 2.5) { - double normcon = (pow(alpha, 5) / sqrt(M_PI)) * (tgamma(3.0) / tgamma(2.5)); + double normcon = (pow(alpha, 5) / sqrt(M_PI)) * + (boost::math::tgamma(3.0) / boost::math::tgamma(2.5)); double scaled_x = x * alpha; return normcon * 0.125 * M_PI * pow(alpha, -5) * exp(-scaled_x) * (3 + 3 * scaled_x + scaled_x * scaled_x); } else if (x == 0.0) { return 1.0; } else { - double normcon = pow(2.0, 1.0 - smooth) / tgamma(smooth); + double normcon = pow(2.0, 1.0 - smooth) / boost::math::tgamma(smooth); double scaled_x = x * alpha; - return normcon * pow(scaled_x, smooth) * R::bessel_k(scaled_x, smooth, 1); + return normcon * pow(scaled_x, smooth) * + boost::math::cyl_bessel_k(smooth, scaled_x); } } // computes Euclidean distance between 2 vectors ([slightly slower] helper // function for rdist in C++) double dist1(const arma::rowvec &a, const arma::rowvec &b) { - double temp = 0.0; - // loop over each element and square the distance, add to the placeholder - for (arma::uword i = 0; i < a.n_elem; i++) { - temp += (a(i) - b(i)) * (a(i) - b(i)); - } - return sqrt(temp); + return arma::norm(a - b, 2); } // [[Rcpp::export]] -arma::vec na_omit_c(arma::vec x) { - // make placeholder vector r - arma::vec r(x.size()); - // make counter for number of non-NAs - int k = 0; - for (unsigned j = 0; j < x.size(); j++) { - // if not NA, add 1 to counter and set r(j) = x(j) - if (x(j) == x(j)) { - r(j) = x(j); - k++; - } - } - // resize r to non-NA size (removing NAs) - r.resize(k); - // subtract one because C++ indexes from 0 while inputs from R index from 1 - // r -= 1.0; - return r; -} +arma::vec na_omit_c(arma::vec x) { return x(arma::find_finite(x)); } // [[Rcpp::export]] arma::sp_mat createU_helper_mat(const arma::mat &olocs, const arma::vec &ondx, @@ -81,6 +68,9 @@ arma::sp_mat createU_helper_mat(const arma::mat &olocs, const arma::vec &ondx, // feeder(2, arma::span(0,6)) = U_beginning.t(); int ind = 7; // int ind = 0; +#ifdef _OPENMP +#pragma omp parallel for +#endif for (arma::uword i = 3; i < (ondx.n_elem + 1); i++) { double temppi = ondx(i - 1); arma::vec cy = na_omit_c(curqys.col(i - 1)); @@ -109,10 +99,8 @@ arma::sp_mat createU_helper_mat(const arma::mat &olocs, const arma::vec &ondx, k2(j, j) += nugget(temppj - 1); } } - // //make symmetric - k2 += k2.t(); - // //but diagonal is double counted - k2.diag() /= 2.0; + // make symmetric + k2 = arma::symmatu(k2); // Rcpp::Rcout << k2; arma::vec bi(nq); bool status = arma::solve(bi, k2, k1); @@ -136,7 +124,9 @@ arma::sp_mat createU_helper_mat(const arma::mat &olocs, const arma::vec &ondx, // arma::vec bi = arma::solve(k2, k1); // uhat(2*i - 1, 2*i - 1) = pow(nugget(temppi - 1), -0.5); // uhat(2*i - 2, 2*i - 1) = -1.0 * uhat(2*i - 1, 2*i - 1); - + int siz = cq.n_elem + 3; + arma::umat ndx_private(2, siz); + arma::vec vals_private(siz); // uhat(2*i - 2, 2*i - 2) = 1.0 / ri; for (arma::uword j = 0; j < cq.n_elem; j++) { arma::uword xind = 2 * cq(j) - 2; @@ -144,10 +134,12 @@ arma::sp_mat createU_helper_mat(const arma::mat &olocs, const arma::vec &ondx, xind += 1; } // feeder.col(ind) = {(double)xind,(double) 2*i - 2, bi(j)}; - ndx.col(ind) = {xind, 2 * i - 2}; - vals(ind) = bi(j); + // ndx.col(ind) = {xind, 2 * i - 2}; + // vals(ind) = bi(j); + ndx_private.col(j) = {xind, 2 * i - 2}; + vals_private(j) = bi(j); // vals[ind] = bi(j); - ind++; + // ind++; // uhat(xind, 2.0*i - 2.0) = bi(j); } // vals[ind] = 1.0 / ri; @@ -156,17 +148,28 @@ arma::sp_mat createU_helper_mat(const arma::mat &olocs, const arma::vec &ondx, -0.5); // used twice so temp storage to avoid recomputation // feeder.col(ind) = {(double)2*i - 2,(double)2*i - 2, 1.0 / ri}; // feeder.col(ind + 2) = {(double)2*i - 1,(double) 2*i - 1, feed_temp}; - ndx.col(ind) = {2 * i - 2, 2 * i - 2}; - vals(ind) = 1.0 / ri; - ndx.col(ind + 2) = {2 * i - 1, 2 * i - 1}; - vals(ind + 2) = feed_temp; + // ndx.col(ind) = {2 * i - 2, 2 * i - 2}; + // vals(ind) = 1.0 / ri; + // ndx.col(ind + 2) = {2 * i - 1, 2 * i - 1}; + // vals(ind + 2) = feed_temp; + ndx_private.col(nq) = {2 * i - 2, 2 * i - 2}; + vals_private(nq) = 1.0 / ri; + ndx_private.col(nq + 2) = {2 * i - 1, 2 * i - 1}; + vals_private(nq + 2) = feed_temp; // vals[ind + 2] = pow(nugget(temppi - 1), -0.5); // vals[ind + 1] = -1.0 * vals[ind + 2]; // feeder.col(ind + 1) = {(double)2*i - 2,(double) 2*i - 1, -1.0 * // feed_temp}; - ndx.col(ind + 1) = {2 * i - 2, 2 * i - 1}; - vals(ind + 1) = -1.0 * feed_temp; - ind += 3; + // ndx.col(ind + 1) = {2 * i - 2, 2 * i - 1}; + // vals(ind + 1) = -1.0 * feed_temp; + // ind += 3; + ndx_private.col(nq + 1) = {2 * i - 2, 2 * i - 1}; + vals_private(nq + 1) = -1.0 * feed_temp; + int local_ind; + #pragma omp atomic capture + {local_ind = ind; ind += siz;} + ndx.cols(local_ind, local_ind + siz - 1) = ndx_private; + vals.subvec(local_ind, local_ind + siz - 1) = vals_private; } arma::sp_mat uhat(ndx, vals); // 0 indexing -> 1 indexing for R diff --git a/tests/testthat/sim_multivariate_big_pred.R b/tests/testthat/sim_multivariate_big_pred.R deleted file mode 100644 index 2df4cb6..0000000 --- a/tests/testthat/sim_multivariate_big_pred.R +++ /dev/null @@ -1,107 +0,0 @@ -set.seed(1234) - -ny <- 3 # number of response variables -p <- 10 # number of predictors for each response -p.nz <- 4 # number of nonzero predictors for each y -n.spatial.xy <- 20 # number of spatial coordinates per dimension - -library(MASS) -library(fields) -library(psych) - -beta1 <- c(rep(1, p.nz), rep(0, p - p.nz)) -beta.all <- rep(beta1, ny) - -X.st <- list() -for (i in 1:ny) { - Sigma.X <- exp(-rdist(sample(1:p)) / 3) - X.st[[i]] <- mvrnorm(n.spatial.xy^2, rep(0, p), Sigma.X) -} -X.all <- superMatrix(X.st) -mean.trend.st <- X.all %*% beta.all - -n.rho <- choose(ny, 2) -rho.vec <- runif(n.rho, 0.2, 0.8) -rho <- matrix(0, nrow = ny, ncol = ny) -rho[upper.tri(rho)] <- rho.vec -rho <- rho + t(rho) + diag(1, ny) - -marg.smoothness <- 0.5 + rnorm(ny, 0.1, 0.05) -nuggets <- runif(ny, 0.5, 2) -x.variance <- runif(ny, 1.5, 4) -marg.var <- nuggets + x.variance -ranges <- runif(ny, 0.5, 1.2) - -params.all <- c(x.variance, ranges, marg.smoothness, nuggets, rho.vec) - -locs.list <- list() -for (i in 1:ny) { - loc1 <- seq(0, 1, length.out = n.spatial.xy) + rnorm(n.spatial.xy, 0, 0.001) - loc2 <- seq(0, 1, length.out = n.spatial.xy) + rnorm(n.spatial.xy, 0, 0.001) - locs.list[[i]] <- as.matrix(expand.grid(loc1, loc2)) -} - -Sigma.All <- matrix(nrow = ny * n.spatial.xy^2, ncol = ny * n.spatial.xy^2) -for (i in 1:ny) { - for (j in i:ny) { - if (i == j) { - ndx1 <- ((i - 1) * n.spatial.xy^2 + 1):(n.spatial.xy^2 * i) - dij <- fields::rdist(locs.list[[i]]) - Sigma.All[ndx1, ndx1] <- marg.var[i] * fields::Matern(dij, - range = ranges[i], - smoothness = marg.smoothness[i] - ) - } else { - ndx1 <- ((i - 1) * n.spatial.xy^2 + 1):(n.spatial.xy^2 * i) - ndx2 <- ((j - 1) * n.spatial.xy^2 + 1):(n.spatial.xy^2 * j) - dij <- fields::rdist(locs.list[[i]], locs.list[[j]]) - vii <- marg.smoothness[i] - vjj <- marg.smoothness[j] - vij <- (vii + vjj) / 2 - aii <- 1 / ranges[i] - ajj <- 1 / ranges[j] - aij <- sqrt((aii^2 + ajj^2) / 2) - Sigma.All[ndx1, ndx2] <- rho[i, j] * sqrt(marg.var[i]) * sqrt(marg.var[j]) * aii^vii * ajj^vjj * gamma(vij) / - (aij^(2 * vij) * sqrt(gamma(vii) * gamma(vjj))) * - fields::Matern(dij, smoothness = vij, alpha = aij) - Sigma.All[ndx2, ndx1] <- t(Sigma.All[ndx1, ndx2]) - } - } -} - -L.C <- chol(Sigma.All) - -st.error <- rnorm(n.spatial.xy^2 * ny) %*% L.C - -nug.error <- NULL -for (i in 1:ny) { - nug.error <- c(nug.error, nuggets[i] * rnorm(n.spatial.xy^2)) -} - -y.list <- list() -locs.list.otr <- list() -locs.list.otst <- list() -y.list.otr <- list() -y.list.otst <- list() -X.st.otr <- list() -X.st.otst <- list() -for (i in 1:ny) { - ndx1 <- ((i - 1) * n.spatial.xy^2 + 1):(n.spatial.xy^2 * i) - y.list[[i]] <- mean.trend.st[ndx1] + st.error[ndx1] + nug.error[ndx1] - nn <- n.spatial.xy^2 - otr <- rep(FALSE, nn) - otr[sample(1:nn, size = floor(nn / 2))] <- TRUE - locs.list.otr[[i]] <- locs.list[[i]][otr, ] - locs.list.otst[[i]] <- locs.list[[i]][!otr, ] - y.list.otr[[i]] <- y.list[[i]][otr] - y.list.otst[[i]] <- y.list[[i]][!otr] - X.st.otr[[i]] <- X.st[[i]][otr, ] - X.st.otst[[i]] <- X.st[[i]][!otr, ] -} - -rm( - ny, p, p.nz, n.spatial.xy, beta1, i, j, Sigma.X, mean.trend.st, n.rho, - loc1, loc2, ndx1, ndx2, dij, vii, vjj, vij, 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