ordgam

Additive Model for Ordinal Data using Laplace P-Splines

CRAN Package

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: doi:10.48550/arXiv.2210.01668.

  • Version0.9.1
  • R version≥ 3.5.0
  • LicenseGPL-3
  • Needs compilation?No
  • Last release09/14/2023

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  • Imports8 packages
  • Suggests1 package