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MCMCvis (version 0.13.5)

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 JAGS, Stan, or other MCMC samplers.

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Install

install.packages('MCMCvis')

Monthly Downloads

1,680

Version

0.13.5

License

GPL-3

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Maintainer

Casey Youngflesh

Last Published

December 7th, 2019

Functions in MCMCvis (0.13.5)

MCMCplot

Caterpillar plots of posterior distributions from MCMC output
MCMCsummary

Summarize MCMC output
MCMC_data

Simulated MCMC output data
MCMCvis

The 'MCMCvis' package
MCMC_data2

Simulated MCMC output data - #2
MCMCchains

Extract posterior chains from MCMC output
MCMCpstr

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

Trace and density plots from MCMC output