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CRAN: Package BayesRTMB

BayesRTMB: Bayesian Inference Using 'RTMB'

Provides tools for Markov chain Monte Carlo (MCMC) and Maximum A Posteriori (MAP) estimation utilizing the 'RTMB' package. It supports various statistical models including generalized linear mixed models, factor analysis, item response theory, and multidimensional unfolding. The package allows users to easily transition between frequentist and Bayesian paradigms using a unified interface. Automatic differentiation and Laplace approximation follow Kristensen et al. (2016) <doi:10.18637/jss.v070.i05>, and MCMC sampling uses the No-U-Turn Sampler described by Hoffman and Gelman (2014) <https://jmlr.org/papers/v15/hoffman14a.html>.

Version: 0.1.1
Depends: R (≥ 4.1.0), RTMB
Imports: R6, MASS
Suggests: knitr, rmarkdown, GPArotation, future, future.apply, progressr
Published: 2026-06-01
DOI: 10.32614/CRAN.package.BayesRTMB
Author: Hiroshi Shimizu [aut, cre]
Maintainer: Hiroshi Shimizu <simizu706 at gmail.com>
BugReports: https://github.com/norimune/BayesRTMB/issues
License: MIT + file LICENSE
URL: https://github.com/norimune/BayesRTMB, https://norimune.github.io/BayesRTMB/
NeedsCompilation: no
Language: en-US
Materials: README, NEWS
CRAN checks: BayesRTMB results

Documentation:

Reference manual: BayesRTMB.html , BayesRTMB.pdf
Vignettes: Introduction to BayesRTMB (source, R code)
BayesRTMB の概要 (source, R code)
BayesRTMB 日本語クイックスタート (source, R code)
rtmb_glmer() で階層モデル・GLMMを書く (source, R code)
BayesRTMB の内部構造 (source, R code)
ラッパー関数の使い方 (source, R code)
モデルの書き方 (source, R code)
BayesRTMB Quick Start (source, R code)
Hierarchical Models and GLMMs with rtmb_glmer() (source, R code)
RTMB Internals and Inference Algorithms (source, R code)
Wrapper Functions (source, R code)
Writing Model Codes (source, R code)

Downloads:

Package source: BayesRTMB_0.1.1.tar.gz
Windows binaries: r-devel: BayesRTMB_0.1.1.zip, r-release: BayesRTMB_0.1.1.zip, r-oldrel: BayesRTMB_0.1.1.zip
macOS binaries: r-release (arm64): BayesRTMB_0.1.1.tgz, r-oldrel (arm64): BayesRTMB_0.1.1.tgz, r-release (x86_64): not available, r-oldrel (x86_64): BayesRTMB_0.1.1.tgz

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