R2D2ordinal

R2D2ordinal-package

This package implements the methods from "Pseudo-R2D2 prior for high-dimensional ordinal regression" by Eric Yanchenko.

internal

Implements the pseudo-R2D2 prior for ordinal regression from the paper "Psuedo-R2D2 prior for high-dimensional ordinal regression" by Yanchenko (2025) <doi:10.48550/arXiv.2502.17491>. In particular, it provides code to evaluate the probability distribution function for the cut-points, compute the log-likelihood, calculate the hyper-parameters for the global variance parameter, find the distribution of McFadden's coefficient-of-determination, and fit the model in 'rstan'. Please cite the paper if you use these codes.

Eric Yanchenko

Implements Pseudo-R2D2 Prior for Ordinal Regression

R2D2ordinal-package function

Maintainer: Eric Yanchenko <a href="/link/eyanchenko%40aiu.ac.jp?package=R2D2ordinal&version=1.0.1" data-mini-rdoc="R2D2ordinal::eyanchenko@aiu.ac.jp">eyanchenko@aiu.ac.jp</a>

Author

The 'R2D2ordinal' package. — R2D2ordinal-package

Maintainer: Eric Yanchenko <a href='mailto:eyanchenko@aiu.ac.jp'>eyanchenko@aiu.ac.jp</a>

R2D2ordinal-package: The 'R2D2ordinal' package.

Description

Arguments

Author