RTMBdist: Distributions Compatible with Automatic Differentiation by'RTMB'
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 [aut, cre] |
| Maintainer: | Jan-Ole Koslik <jan-ole.koslik at uni-bielefeld.de> |
| License: | MIT + fileLICENSE |
| URL: | https://janoleko.github.io/RTMBdist/ |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | RTMBdist results |
Documentation:
| Reference manual: | RTMBdist.html ,RTMBdist.pdf |
| Vignettes: | Examples (source,R code) distlist (source,R code) |
Downloads:
| Package source: | RTMBdist_0.1.0.tar.gz |
| Windows binaries: | r-devel:RTMBdist_0.1.0.zip, r-release:RTMBdist_0.1.0.zip, r-oldrel:RTMBdist_0.1.0.zip |
| macOS binaries: | r-release (arm64):RTMBdist_0.1.0.tgz, r-oldrel (arm64):RTMBdist_0.1.0.tgz, r-release (x86_64):RTMBdist_0.1.0.tgz, r-oldrel (x86_64):RTMBdist_0.1.0.tgz |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=RTMBdistto link to this page.