Package: densEstBayes 1.0-2.2

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]

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densEstBayes.pdf |densEstBayes.html✨
densEstBayes/json (API)

# Install 'densEstBayes' in R:

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

Uses libs:

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

Datasets:

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

On CRAN:

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

3.72 score 8 packages 15 scripts 1.5k downloads 6 exports 54 dependencies

Last updated 2 years agofrom:fe67eca347. Checks:OK: 2 NOTE: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 26 2024
R-4.5-win-x86_64	NOTE	Oct 26 2024
R-4.5-linux-x86_64	OK	Oct 26 2024
R-4.4-win-x86_64	NOTE	Oct 26 2024
R-4.4-mac-x86_64	NOTE	Oct 26 2024
R-4.4-mac-aarch64	NOTE	Oct 26 2024
R-4.3-win-x86_64	NOTE	Oct 26 2024
R-4.3-mac-x86_64	NOTE	Oct 26 2024
R-4.3-mac-aarch64	NOTE	Oct 26 2024

Exports:checkChains densEstBayes densEstBayes.control densEstBayesVignette dMarronWand rMarronWand

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

densEstBayes User Manual

Rendered frommanual.Rnwusingutils::Sweaveon Oct 26 2024.

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