Other packages > Find by keyword >

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 31 Jan. 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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

GEEmediate  
Mediation Analysis for Generalized Linear Models Using the Difference Method
Causal mediation analysis for a single exposure/treatment and a single mediator, both allowed to be ...
Download / Learn more Package Citations See dependency  
pim  
Fit Probabilistic Index Models
Fit a probabilistic index model as described in Thas et al, 2012: ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
nlpred  
Estimators of Non-Linear Cross-Validated Risks Optimized for Small Samples
Methods for obtaining improved estimates of non-linear cross-validated risks are obtained using targ ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA