ordgam: Additive Model for Ordinal Data using Laplace P-Splines

Additive proportional odds model for ordinal data using Laplace P-splines. The combination of Laplace approximations and P-splines enable fast and flexible inference in a Bayesian framework. Specific approximations are proposed to account for the asymmetry in the marginal posterior distributions of non-penalized parameters. For more details, see Lambert and Gressani (2023) <doi:10.1177/1471082X231181173> ; Preprint: <arXiv:2210.01668>).

Getting started

Package details

AuthorPhilippe Lambert [aut, cre] (<https://orcid.org/0000-0002-3670-3328>)
MaintainerPhilippe Lambert <p.lambert@uliege.be>
URL <https://github.com/plambertULiege/ordgam>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the ordgam package in your browser

Any scripts or data that you put into this service are public.

ordgam documentation built on Sept. 14, 2023, 5:07 p.m.