empirical Bayes

Additive interaction modelling using I-priors

Additive regression models with interactions have been considered extensively in the literature, using estimation methods such as …

Wicher Bergsma, Haziq Jamil
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Regression modelling with I-priors: With applications to functional, multilevel and longitudinal data
We introduce the I-prior methodology as a unifying framework for estimating a variety of regression models, including varying …
Wicher Bergsma, Haziq Jamil
Preprint Cite Project
iprior: An R Package for Regression Modelling using I-priors
This is an overview of the R package iprior, which implements a unified methodology for fitting parametric and nonparametric regression …
Haziq Jamil, Wicher Bergsma
Preprint Cite Project