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compareMCMCs
View on CRAN: Click
here
Download and install compareMCMCs package within the R console
Install from CRAN:
install.packages("compareMCMCs")
Install from Github:
library("remotes")
install_github("cran/compareMCMCs")
Install by package version:
library("remotes")
install_version("compareMCMCs", "0.6.0")
Attach the package and use:
library("compareMCMCs")
Maintained by
Perry de Valpine
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[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.compareMCMCs . https://github.com/nimble-dev/compareMCMCs/issues . https://github.com/nimble-dev/compareMCMCs . compareMCMCs citation info . compareMCMCs results . compareMCMCs.pdf . Overview of compareMCMCs . compareMCMCs_0.6.0.tar.gz . compareMCMCs_0.6.0.zip . compareMCMCs_0.6.0.zip . compareMCMCs_0.6.0.zip . compareMCMCs_0.6.0.tgz . compareMCMCs_0.6.0.tgz . compareMCMCs_0.6.0.tgz . compareMCMCs_0.6.0.tgz . compareMCMCs_0.6.0.tgz . compareMCMCs_0.6.0.tgz . compareMCMCs archive . https://CRAN.R-project.org/package=compareMCMCs .
First Published: 2022-09-20
Latest Update: 2022-09-20
Description:
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.
How to cite:
Perry de Valpine (2022). compareMCMCs: Compare MCMC Efficiency from 'nimble' and/or Other MCMC Engines. R package version 0.6.0, https://cran.r-project.org/web/packages/compareMCMCs. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.5.0 (2022-09-20 10:26)
Other packages that cited compareMCMCs R package
View compareMCMCs citation profile
Other R packages that compareMCMCs depends,
imports, suggests or enhances
Complete documentation for compareMCMCs
Functions, R codes and Examples using
the compareMCMCs R package
Some associated functions: MCMCresult . applyConversions . builtin_MCMCs . combineMetrics . compareMCMCs . make_MCMC_comparison_pages . metrics . modifyMetrics . pageComponents . registerMCMCengine . registerMetrics . renameMCMC .
Some associated R codes: MCMCdef_dummy.R . MCMCdef_jags.R . MCMCdef_stan.R . MCMCdefs_env.R . MCMCdefs_nimble.R . MCMCresult.R . compareMCMCs.R . conversions.R . make_MCMC_comparison_pages.R . metrics-addMetrics.R . metrics.R . renameMCMC.R . runNIMBLE.R . utils.R . zzz.R . Full compareMCMCs package functions and examples
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