Other packages > Find by keyword >

BayesRTMB  

Bayesian Inference Using 'RTMB'
View on CRAN: Click here


Download and install BayesRTMB package within the R console
Install from CRAN:
install.packages("BayesRTMB")

Install from Github:
library("remotes")
install_github("cran/BayesRTMB")

Install by package version:
library("remotes")
install_version("BayesRTMB", "0.4.0")



Attach the package and use:
library("BayesRTMB")
Maintained by
Hiroshi Shimizu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-01
Latest Update: 2026-06-01
Description:
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>.
How to cite:
Hiroshi Shimizu (2026). BayesRTMB: Bayesian Inference Using 'RTMB'. R package version 0.4.0, https://cran.r-project.org/web/packages/BayesRTMB. Accessed 25 Oct. 2026.
Previous versions and publish date:
0.1.1 (2026-06-01 10:40), 0.2.1 (2026-06-23 12:30), 0.2.3 (2026-07-13 11:00), 0.2.4 (2026-07-24 09:30), 0.3.0 (2026-08-20 14:12), (2026-09-10 14:00)
Other packages that cited BayesRTMB R package
View BayesRTMB citation profile
Other R packages that BayesRTMB depends, imports, suggests or enhances
Complete documentation for BayesRTMB
Functions, R codes and Examples using the BayesRTMB R package
Full BayesRTMB package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
fstcore  
R Bindings to the 'Fstlib' Library
The 'fstlib' library provides multithreaded serialization of compressed data frames using the 'fst' ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
Download / Learn more Package Citations See dependency  
nlstools  
Tools for Nonlinear Regression Analysis
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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