Package: refundBayes 0.6.0

refundBayes: Bayesian Regression with Functional Data

Bayesian regression with functional data, including regression with scalar, survival, or functional outcomes. The package allows regression with scalar and functional predictors. Methods are described in Jiang et al. (2025) "Tutorial on Bayesian Functional Regression Using Stan" <doi:10.1002/sim.70265>.

Authors:Ziren Jiang [aut, cre], Erjia Cui [aut], Ciprian Crainiceanu [ctb]

refundBayes_0.6.0.tar.gz
refundBayes_0.6.0.zip(r-4.7)refundBayes_0.6.0.zip(r-4.6)refundBayes_0.6.0.zip(r-4.5)
refundBayes_0.6.0.tgz(r-4.6-any)refundBayes_0.6.0.tgz(r-4.5-any)
refundBayes_0.6.0.tar.gz(r-4.7-any)refundBayes_0.6.0.tar.gz(r-4.6-any)
refundBayes_0.6.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
refundBayes/json (API)
NEWS

# Install 'refundBayes' in R:

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

Bug tracker:https://github.com/zirenjiang/refundbayes/issues

Pkgdown/docs site:https://zirenjiang.github.io

On CRAN:

3.70 score 10 scripts 507 downloads 5 exports 86 dependencies

Last updated from:6b7bc72f6d. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	253
source / vignettes	OK	236
linux-release-x86_64	OK	249
macos-release-arm64	OK	171
macos-oldrel-arm64	OK	160
windows-devel	OK	213
windows-release	OK	196
windows-oldrel	OK	199
wasm-release	OK	145

Exports:fcox_bayes fofr_bayes fosr_bayes fpca_bayes sofr_bayes

Dependencies:abind ash backports BH bitops boot callr checkmate cli cluster colorspace cpp11 desc deSolve distributional farver fda fds FNN gamm4 generics ggplot2 glue gridExtra grpreg gtable hdrcde inline isoband kernlab KernSmooth ks labeling lattice lifecycle lme4 locfit loo magic magrittr MASS Matrix matrixStats mclust mgcv minqa multicool mvtnorm nlme nloptr numDeriv pbs pcaPP pillar pkgbuild pkgconfig posterior pracma processx ps QuickJSR R6 rainbow rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen RcppParallel RCurl Rdpack reformulas refund rlang RLRsim rstan S7 scales splines2 StanHeaders tensorA tibble utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Bayesian Functional Cox Regression	fcox_bayes
Bayesian Function-on-Function Regression	fofr_bayes
Bayesian Function-on-Scalar Regression	fosr_bayes
Bayesian Functional Principal Component Analysis	fpca_bayes
Plot the estimated functional coefficients with the corresponding credible interval(s).	plot.refundBayes
Bayesian Scalar-on-Function Regression	sofr_bayes
Generate the summary table for the Bayesian model	summary.refundBayes