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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>.
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Package details |
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| Author | Tomotaka Momozaki [aut, cre] |
| Maintainer | Tomotaka Momozaki <momozaki.stat@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.1.2 |
| URL | https://t-momozaki.github.io/clmstan/ https://github.com/t-momozaki/clmstan |
| Package repository | View on CRAN |
| Installation |
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