Learn R Programming

MCMCvis (version 0.16.2)

Tools to Visualize, Manipulate, and Summarize MCMC Output

Description

Performs key functions for MCMC analysis using minimal code - visualizes, manipulates, and summarizes MCMC output. Functions support simple and straightforward subsetting of model parameters within the calls, and produce presentable and 'publication-ready' output. MCMC output may be derived from Bayesian model output fit with 'Stan', 'NIMBLE', 'JAGS', and other software.

Copy Link

Version

Install

install.packages('MCMCvis')

Monthly Downloads

1,665

Version

0.16.2

License

GPL-3

Issues

Pull Requests

Stars

Forks

Maintainer

Casey Youngflesh

Last Published

August 23rd, 2023

Functions in MCMCvis (0.16.2)

MCMCtrace

Trace and density plots from MCMC output
MCMCchains

Extract posterior chains from MCMC output
MCMCvis-package

The 'MCMCvis' package
MCMCplot

Caterpillar plots of posterior distributions from MCMC output
MCMCdiag

Diagnostics summaries for models
MCMCpstr

Summarize and extract posterior chains from MCMC output while preserving parameter structure
MCMCsummary

Summarize MCMC output
MCMC_data

Simulated MCMC output data
MCMC_data2

Simulated MCMC output data - #2