Published April 3, 2025 | Version 2.1
Software Open

R Packages for Ordinal Response Regression Models

Creators

  • 1. ROR icon Universitat de Barcelona
  • 2. ROR icon Institut de Biomedicina de la Universitat de Barcelona
  • 3. ROR icon Centro de Investigación Biomédica en Red
  • 4. ROR icon Universitat Politècnica de Catalunya
  • 5. Universitat Oberta de Catalunya
  • 6. ROR icon National Institute of Physical Education of Catalonia
  • 7. Universitat de Vic - Universitat Central de Catalunya

Description

A Systematic Review and Comparative Study of R Packages for Ordinal Response Regression Models

Paper published in WIREs Computational Statistics

This is the repository for the paper A Systematic Review and Comparative Study of R Packages for Ordinal Response Regression Models published in the journal WIREs Computational Statistics.

APA citation: Pujol‐Rigol, S., Fernández, D., & Casals, M. (2025). A Systematic Review and Comparative Study of R Packages for Ordinal Response Regression Models. Wiley Interdisciplinary Reviews: Computational Statistics, 17(2), e70025.

This study aims to (1) review R packages within the CRAN repository that can fit ordinal regression (OR) models through a Systematic review and (2) compare the specificity, fitting characteristics and link and model versatility of the packages, among other features.

We found 48 packages with different profiles, being the cumulative logit model the most recurrent model, the ordinal package the most OR specific downloaded package and VGAM the most versatile package.

Files

spujolrigol/R-packages-ordinal-regression-v2.1.zip

Files (12.4 kB)

Additional details

Related works

Is supplement to
Software: https://github.com/spujolrigol/R-packages-ordinal-regression/tree/v2.1 (URL)

Software

Repository URL
https://github.com/spujolrigol/R-packages-ordinal-regression
Programming language
R