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runMCMCbtadjust: Runs Monte Carlo Markov Chain - With Either 'JAGS', 'nimble' or 'greta' - While Adjusting Burn-in and Thinning Parameters

The function runMCMC_btadjust() returns a mcmc.list object which is the output of a Markov Chain Monte Carlo obtained - from either 'JAGS', 'nimble' or 'greta' - after adjusting burn-in and thinning parameters to meet pre-specified criteria in terms of convergence & effective sample size. Used with 'nimble', runMCMC_btadjust() allows extra calculations (e.g. information criteria for model comparison and goodness-of-fit p-values for model diagnosis).

Version: 1.1.2
Imports: coda
Suggests: nimble (≥ 1.0.0), rjags, runjags, greta, R6, tensorflow, ggmcmc, rstan, knitr, markdown, testthat (≥ 3.0.0), nimbleAPT (≥ 1.0.6), nimbleHMC, parallel, Hmisc, moments
Published: 2024-08-28
DOI: 10.32614/CRAN.package.runMCMCbtadjust
Author: Frédéric Gosselin ORCID iD [cre, aut] (INRAE), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement [cph] (INRAE)
Maintainer: Frédéric Gosselin <frederic.gosselin at inrae.fr>
License: CECILL-2.1
NeedsCompilation: no
Materials: NEWS
CRAN checks: runMCMCbtadjust results

Documentation:

Reference manual: runMCMCbtadjust.pdf
Vignettes: 2- Nimble samplers (source)
1- runMCMCbtadjust Presentation (source)
3- Extra calculations with Nimble (source)

Downloads:

Package source: runMCMCbtadjust_1.1.2.tar.gz
Windows binaries: r-devel: runMCMCbtadjust_1.1.2.zip, r-release: runMCMCbtadjust_1.1.2.zip, r-oldrel: runMCMCbtadjust_1.1.2.zip
macOS binaries: r-release (arm64): runMCMCbtadjust_1.1.2.tgz, r-oldrel (arm64): runMCMCbtadjust_1.1.2.tgz, r-release (x86_64): runMCMCbtadjust_1.1.2.tgz, r-oldrel (x86_64): runMCMCbtadjust_1.1.2.tgz
Old sources: runMCMCbtadjust archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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