CRAN/E | compareMCMCs

compareMCMCs

Compare MCMC Efficiency from 'nimble' and/or Other MCMC Engines

Installation

About

Manages comparison of MCMC performance metrics from multiple MCMC algorithms. These may come from different MCMC configurations using the 'nimble' package or from other packages. Plug-ins for JAGS via 'rjags' and Stan via 'rstan' are provided. It is possible to write plug-ins for other packages. Performance metrics are held in an MCMCresult class along with samples and timing data. It is easy to apply new performance metrics. Reports are generated as html pages with figures comparing sets of runs. It is possible to configure the html pages, including providing new figure components.

Citation compareMCMCs citation info
github.com/nimble-dev/compareMCMCs
Copyright see file COPYRIGHTS
Bug report File report

Key Metrics

Version 0.5.0
Published 2022-09-20 589 days ago
Needs compilation? no
License BSD_3_clause
License File
License GPL-2
License GPL-3
CRAN checks compareMCMCs results

Downloads

Yesterday 7 -36%
Last 7 days 56 -24%
Last 30 days 221 -1%
Last 90 days 619 -20%
Last 365 days 2.667 +63%

Maintainer

Maintainer

Perry de Valpine

pdevalpine@berkeley.edu

Authors

Perry de Valpine

aut / cre

Sally Paganin

aut

Daniel Turek

aut

Christopher Paciorek

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

nimble

Imports

R6
ggplot2
grid
reshape2
xtable
coda

Suggests

testthat ≥ 3.0.0
knitr
rmarkdown
rjags
rstan