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clmstan  

Cumulative Link Models with 'CmdStanR'
View on CRAN: Click here


Download and install clmstan package within the R console
Install from CRAN:
install.packages("clmstan")

Install from Github:
library("remotes")
install_github("cran/clmstan")

Install by package version:
library("remotes")
install_version("clmstan", "0.1.1")



Attach the package and use:
library("clmstan")
Maintained by
Tomotaka Momozaki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-10
Latest Update: 2026-02-12
Description:
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>.
How to cite:
Tomotaka Momozaki (2026). clmstan: Cumulative Link Models with 'CmdStanR'. R package version 0.1.1, https://cran.r-project.org/web/packages/clmstan. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.0 (2026-02-10 21:20)
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Complete documentation for clmstan
Functions, R codes and Examples using the clmstan R package
Full clmstan package functions and examples
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