Man pages for spBPS
Bayesian Predictive Stacking for Scalable Geospatial Transfer Learning

arma_distCompute the Euclidean distance matrix
bayesMvLMconjugateGibbs sampler for Conjugate Bayesian Multivariate Linear...
BPS_combineCombine subset models wiht BPS
BPS_postPerform the BPS sampling from posterior and posterior...
BPS_postdrawsCompute the BPS posterior samples given a set of stacking...
BPS_postdraws_MvTCompute the BPS posterior samples given a set of stacking...
BPS_post_MvTPerform the BPS sampling from posterior and posterior...
BPS_predCompute the BPS spatial prediction given a set of stacking...
BPS_pred_MvTCompute the BPS spatial prediction given a set of stacking...
BPS_PseudoBMACombine subset models wiht Pseudo-BMA
BPS_weightsCompute the BPS weights by convex optimization
BPS_weights_MvTCompute the BPS weights by convex optimization
conv_optSolver for Bayesian Predictive Stacking of Predictive...
CVXR_optCompute the BPS weights by convex optimization
dens_kcvCompute the KCV of the density evaluations for fixed values...
dens_kcv_MvTCompute the KCV of the density evaluations for fixed values...
dens_loocvCompute the LOOCV of the density evaluations for fixed values...
dens_loocv_MvTCompute the LOOCV of the density evaluations for fixed values...
d_pred_cppEvaluate the density of a set of unobserved response with...
d_pred_cpp_MvTEvaluate the density of a set of unobserved response with...
expand_grid_cppBuild a grid from two vector (i.e. equivalent to...
fit_cppCompute the parameters for the posteriors distribution of...
fit_cpp_MvTCompute the parameters for the posteriors distribution of...
forceSymmetry_cppFunction to subset data for meta-analysis
models_densReturn the CV predictive density evaluations for all the...
models_dens_MvTReturn the CV predictive density evaluations for all the...
post_drawsSample R draws from the posterior distributions
post_draws_MvTSample R draws from the posterior distributions
pred_bayesMvLMconjugatePredictive sampler for Conjugate Bayesian Multivariate Linear...
r_pred_condDraw from the conditional posterior predictive for a set of...
r_pred_cond_MvTDraw from the conditional posterior predictive for a set of...
r_pred_jointDraw from the joint posterior predictive for a set of...
r_pred_joint_MvTDraw from the joint posterior predictive for a set of...
r_pred_margDraw from the marginals posterior predictive for a set of...
r_pred_marg_MvTDraw from the joint posterior predictive for a set of...
sample_indexFunction to sample integers (index)
spBPS-packagespBPS: Bayesian Predictive Stacking for Scalable Geospatial...
spPredict_BPSPerform prediction for BPS accelerated models - loop over...
subset_dataFunction to subset data for meta-analysis
spBPS documentation built on Oct. 25, 2024, 5:07 p.m.