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.
Added Corporate Author:
Electronic Access:
https://doi.org/10.1007/978-981-99-3838-4Copies:
Available:*
Library | Material Type | Item Barcode | Shelf Number | Status | Item Holds |
|---|---|---|---|---|---|
Searching... | E-Book | 520717-1001 | XX(520717.1) | Searching... | Searching... |