An R package VIGoR for joint estimation of multiple linear learners with variational Bayesian inference

Summary: An R package that can implement multiple linear learners, including penalized regression and regression with spike and slab priors, in a single model has been developed. Solutions are obtained with fast minorize-maximization algorithms in the framework of variational Bayesian inference. Thi...

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Bibliographic Details
Main Authors: Arakawa, A. (Author), Onogi, A. (Author)
Format: Article
Language:English
Published: Oxford University Press 2022
Subjects:
Online Access:View Fulltext in Publisher