WAIC and WBIC with Python Stan 100 Exercises for Building Logic
by
Suzuki, Joe. author.
Title
:
WAIC and WBIC with Python Stan 100 Exercises for Building Logic
Author
:
Suzuki, Joe. author.
ISBN
:
9789819938414
Edition
:
1st ed. 2023.
Physical Description
:
XII, 242 p. 44 illus., 38 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.
Subject Term
:
Computational intelligence.
Artificial intelligence.
Machine learning.
Artificial intelligence -- Data processing.
Statistical Learning.
Data Science.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 528961-1001 | ONLINE | | Elektronik Kütüphane |