https://kaskr.r-universe.dev/RTMB> package by providing a collection of non-standard probability distributions compatible with automatic differentiation (AD). While 'RTMB' enables flexible and efficient modelling, including random effects, its built-in support is limited to standard distributions. The package adds additional AD-compatible distributions, broadening the range of models that can be implemented and estimated using 'RTMB'. Automatic differentiation and Laplace approximation are described in Kristensen et al. (2016) <doi:10.18637/jss.v070.i05>.">

RTMBdist: Distributions Compatible with Automatic Differentiation by 'RTMB' (original) (raw)

Extends the functionality of the 'RTMB' <https://kaskr.r-universe.dev/RTMB> package by providing a collection of non-standard probability distributions compatible with automatic differentiation (AD). While 'RTMB' enables flexible and efficient modelling, including random effects, its built-in support is limited to standard distributions. The package adds additional AD-compatible distributions, broadening the range of models that can be implemented and estimated using 'RTMB'. Automatic differentiation and Laplace approximation are described in Kristensen et al. (2016) <doi:10.18637/jss.v070.i05>.

Version: 0.1.0
Depends: R (≥ 3.5.0), RTMB (≥ 1.7.0)
Imports: stats, gamlss.dist, circular, sn, statmod, movMF
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0), LaMa (≥ 2.0.6), Matrix, TMB, gamlss.data, mvtnorm
Published: 2025-10-07
DOI: 10.32614/CRAN.package.RTMBdist
Author: Jan-Ole Koslik ORCID iD [aut, cre]
Maintainer: Jan-Ole Koslik <jan-ole.koslik at uni-bielefeld.de>
License: MIT + file
URL: https://janoleko.github.io/RTMBdist/
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: RTMBdist results

Documentation:

Downloads:

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=RTMBdistto link to this page.