Cover image for WAIC and WBIC with R Stan 100 Exercises for Building Logic
Title:
WAIC and WBIC with R Stan 100 Exercises for Building Logic
Author:
Suzuki, Joe. author.
ISBN:
9789819938384
Edition:
1st ed. 2023.
Physical Description:
XII, 239 p. 42 illus., 36 illus. in color. online resource.
Contents:
Over view of Watanabe's Bayes -- Introduction to Watanabe Bayesian Theory -- MCMC and Stan -- Mathematical Preparation -- Regular Statistical Models -- Information Criteria -- Algebraic Geometry -- The Essence of WAOIC -- WBIC and Its Application to Machine Learning.
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