Package: mvBayes 1.2.3.9000

J. Derek Tucker

mvBayes: Multivariate Bayesian Regression

Fit, plot, and predict a multivariate response, using an arbitrary univariate Bayesian regression model to independently fit basis components (e.g., principal components) of the response (Francom et al., 2025 <doi:10.1137/24M1644092>).

Authors:Gavin Collins [aut, ctb], J. Derek Tucker [ctb, cre], Sandia National Laboratories [cph, fnd]

mvBayes_1.2.3.9000.tar.gz
mvBayes_1.2.3.9000.zip(r-4.7-any)mvBayes_1.2.3.9000.zip(r-4.6-any)mvBayes_1.2.3.9000.zip(r-4.5-any)
mvBayes_1.2.3.9000.tgz(r-4.6-any)mvBayes_1.2.3.9000.tgz(r-4.5-any)
mvBayes_1.2.3.9000.tar.gz(r-4.7-any)mvBayes_1.2.3.9000.tar.gz(r-4.6-any)
mvBayes_1.2.3.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mvBayes/json (API)

# Install 'mvBayes' in R:

install.packages('mvBayes', repos = c('https://sandialabs.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sandialabs/mvbayesr/issues

On CRAN:

scr-3281 snl-data-analysis

5.18 score 3 stars 10 scripts 341 downloads 7 exports 10 dependencies

Last updated from:331c9918ca. Checks:7 WARNING, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel	WARNING	156
source / vignettes	OK	294
linux-release	WARNING	169
macos-release	WARNING	91
macos-oldrel	WARNING	118
windows-devel	WARNING	78
windows-release	WARNING	83
windows-oldrel	WARNING	80
wasm-release	OK	131

Exports:basisSetup basisSetupElastic mvBayes mvBayesElastic mvCV mvSobol traceplot

Dependencies:BASS cli contfrac deSolve elliptic evd hypergeo latex2exp MASS truncdist

friedman_demo

Rendered fromfriedman_demo.Rmdusingknitr::rmarkdown

Last update: 2026-05-06
Started: 2026-05-06

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Basis Expansion Calculation	basisSetup
Elastic FDA Basis Expansion Calculation	basisSetupElastic
Multivariate Bayesian Regression	mvBayes
Multivariate Elastic FDA Bayesian Regression	mvBayesElastic
Cross-Validation (CV) of a Multivariate Bayesian Regression Model	mvCV
Sobol' Indices for Multivariate Response	mvSobol
Visualizing the Basis Decomposition	plot.basisSetup
Plot the Bayesian Model Fit of a Multivariate Response	plot.mvBayes
Plot Sobol Decomposition	plot.sobol
Posterior Predictive Samples of a Multivariate Response	predict.mvBayes
Traceplots from a Bayesian Model Fit	traceplot
Traceplots from the Bayesian Model Fit of a Multivariate Response	traceplot.mvBayes