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compareMCMCs  

Compare MCMC Efficiency from 'nimble' and/or Other MCMC Engines
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
[Scholar Profile | Author Map]
All associated links for this package
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 22 Dec. 2024.
Previous versions and publish date:
0.5.0 (2022-09-20 10:26)
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