clmstan: Cumulative Link Models with 'CmdStanR'
Abstract
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) , and Naranjo, Perez, and Martin (2015) .
Fields of Study & Subjects
Statistical Methods and Bayesian Inference
Data Analysis with R
Statistical Distribution Estimation and Applications
Publication details
- Publication date
- 10 February 2026
- Language
- EN
- Document type
- Dataset