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Fits cumulative link models (CLMs) for ordinal categorical data using 'CmdStanR'. Supports various link functions including logit, probit, cloglog, loglog, cauchit, and flexible parametric links such as Generalized Extreme Value (GEV), Asymmetric Exponential Power (AEP), and Symmetric Power. Models are pre-compiled using the 'instantiate' package for fast execution without runtime compilation. Methods are described in Agresti (2010, ISBN:978-0-470-08289-8), Wang and Dey (2011) <doi:10.1007/s10651-010-0154-8>, and Naranjo, Perez, and Martin (2015) <doi:10.1007/s11222-014-9449-1>.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | instantiate, posterior, bayesplot, loo, stats |
| Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown, ordinal, cmdstanr (≥ 0.9.0) |
| Published: | 2026-02-10 |
| DOI: | 10.32614/CRAN.package.clmstan (may not be active yet) |
| Author: | Tomotaka Momozaki [aut, cre] |
| Maintainer: | Tomotaka Momozaki <momozaki.stat at gmail.com> |
| BugReports: | https://github.com/t-momozaki/clmstan/issues |
| License: | MIT + file LICENSE |
| URL: | https://t-momozaki.github.io/clmstan/, https://github.com/t-momozaki/clmstan |
| NeedsCompilation: | yes |
| SystemRequirements: | CmdStan (https://mc-stan.org/users/interfaces/cmdstan) |
| Additional_repositories: | https://stan-dev.r-universe.dev |
| Materials: | README, NEWS |
| CRAN checks: | clmstan results [issues need fixing before 2026-02-25] |
| Reference manual: | clmstan.html , clmstan.pdf |
| Vignettes: |
Getting Started with clmstan (source, R code) |
| Package source: | clmstan_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): clmstan_0.1.0.tgz, r-oldrel (arm64): clmstan_0.1.0.tgz, r-release (x86_64): clmstan_0.1.0.tgz, r-oldrel (x86_64): clmstan_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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