This package is considered a duplicate. The official version of this package is found at:https://mattwand.r-universe.dev/densEstBayes

Package: densEstBayes 1.0-2.2

Matt P. Wand

densEstBayes: Density Estimation via Bayesian Inference Engines

Bayesian density estimates for univariate continuous random samples are provided using the Bayesian inference engine paradigm. The engine options are: Hamiltonian Monte Carlo, the no U-turn sampler, semiparametric mean field variational Bayes and slice sampling. The methodology is described in Wand and Yu (2020) <arxiv:2009.06182>.

Authors:Matt P. Wand [aut, cre]

densEstBayes_1.0-2.2.tar.gz
densEstBayes_1.0-2.2.tar.gz(r-4.7-arm64)densEstBayes_1.0-2.2.tar.gz(r-4.7-x86_64)densEstBayes_1.0-2.2.tar.gz(r-4.6-arm64)densEstBayes_1.0-2.2.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
card.svg |card.png
densEstBayes/json (API)

# Install 'densEstBayes' in R:

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

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

Datasets:

incomeUK - Incomes of United Kingdom citizens
OldFaithful2011 - Intervals between geyser eruptions

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblas cpp

3.81 score 9 packages 15 scripts 1.6k downloads 6 exports 52 dependencies

Last updated from:fe67eca347. Checks:5 OK, 1 FAIL. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	293
linux-devel-x86_64	OK	268
source / vignettes	OK	367
linux-release-arm64	OK	285
linux-release-x86_64	OK	288
wasm-release	FAIL	177

Exports:checkChains densEstBayes densEstBayes.control densEstBayesVignette dMarronWand rMarronWand

Dependencies:abind backports BH callr checkmate cli cpp11 desc distributional farver generics ggplot2 glue gridExtra gtable inline isoband labeling lattice lifecycle loo magrittr MASS matrixStats nlme numDeriv otel pillar pkgbuild pkgconfig posterior processx ps QuickJSR R6 RColorBrewer Rcpp RcppArmadillo RcppEigen RcppParallel rlang rstan rstantools S7 scales StanHeaders tensorA tibble utf8 vctrs viridisLite withr

densEstBayes User Manual

Rendered frommanual.Rnwusingutils::Sweaveon Jun 15 2026.

Last update: 2020-09-30
Started: 2020-09-30

Citation

Readme and manuals

Help Manual

Help page	Topics
Check Markov chain Monte Carlo samples	checkChains
Density estimation via Bayesian inference engines	densEstBayes
Controlling density estimation via Bayesian inference engines	densEstBayes.control
Display the package's vignette.	densEstBayesVignette
Marron and Wand density function	dMarronWand
Incomes of United Kingdom citizens	incomeUK
Intervals between geyser eruptions	OldFaithful2011
Plot the Bayesian density estimate from a 'densEstBayes()' fit	plot.densEstBayes
Obtain the Bayesian density estimate from a 'densEstBayes()' fit at new abscissae	predict.densEstBayes
Marron and Wand random sample	rMarronWand