clmstan: Cumulative Link Models with 'CmdStanR'
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 |
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