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nimbleExtra: Interoperating with 'NIMBLE' for Generic Analysis of MCMC Samples

'NIMBLE' is a general purpose modeling framework that facilitates the analysis of Markov Chain Monte Carlo (MCMC) models. However, it constructs a complex and variable data structure, which is difficult to use in a general way. The 'nimbleExtra' package provides a set of functions to insulate users from the complexity and variability of 'NIMBLE' data structures. It also complements 'NIMBLE' and other MCMC analysis packages by providing missing functionality to encourage generic programming. Together these features ease the burden of working with MCMC data and encourage more systematic approaches to MCMC analysis.

Version: 0.1.15
Depends: R (≥ 4.1.0)
Imports: coda, dplyr, ggplot2, grDevices, nimble, posterior, purrr, rlang, tidyselect, utils
Suggests: ggmcmc, scales, testthat (≥ 3.0.0), tidyr
Published: 2026-08-08
DOI: 10.32614/CRAN.package.nimbleExtra
Author: Brook Milligan [aut, cre, cph]
Maintainer: Brook Milligan <brook at biology.nmsu.edu>
License: BSD_3_clause + file LICENSE | GPL-2 | GPL-3 [expanded from: BSD_3_clause + file LICENSE | GPL (≥ 2)]
NeedsCompilation: no
Citation: nimbleExtra citation info
Materials: NEWS
CRAN checks: nimbleExtra results

Documentation:

Reference manual: nimbleExtra.html , nimbleExtra.pdf

Downloads:

Package source: nimbleExtra_0.1.15.tar.gz
Windows binaries: r-devel: not available, r-release: nimbleExtra_0.1.15.zip, r-oldrel: nimbleExtra_0.1.15.zip
macOS binaries: r-release (arm64): nimbleExtra_0.1.15.tgz, r-oldrel (arm64): nimbleExtra_0.1.15.tgz, r-release (x86_64): nimbleExtra_0.1.15.tgz, r-oldrel (x86_64): nimbleExtra_0.1.15.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=nimbleExtra to link to this page.

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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