Cover image for WAIC and WBIC with Python Stan 100 Exercises for Building Logic
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:
https://doi.org/10.1007/978-981-99-3841-4
Holds:

Copies:

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