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basicMCMCplots (version 0.2.7)

Trace Plots, Density Plots and Chain Comparisons for MCMC Samples

Description

Provides methods for examining posterior MCMC samples from a single chain using trace plots and density plots, and from multiple chains by comparing posterior medians and credible intervals from each chain. These plotting functions have a variety of options, such as figure sizes, legends, parameters to plot, and saving plots to file. Functions interface with the NIMBLE software package, see de Valpine, Turek, Paciorek, Anderson-Bergman, Temple Lang and Bodik (2017) .

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Version

Install

install.packages('basicMCMCplots')

Monthly Downloads

462

Version

0.2.7

License

GPL-3

Maintainer

Daniel Turek

Last Published

November 4th, 2021

Functions in basicMCMCplots (0.2.7)

samplesPlot

Plot MCMC traceplots and density plots
chainsSummary

Compare summary statistics from multiple MCMC chains
chainsPlot

Compare trace plots from multiple MCMC chains