
Başlık:
WAIC and WBIC with Python Stan 100 Exercises for Building Logic
Yazar:
Suzuki, Joe. author.
ISBN:
9789819938414
Basım Bilgisi:
1st ed. 2023.
Fiziksel Tanımlama:
XII, 242 p. 44 illus., 38 illus. in color. online resource.
İçerik:
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.
Tüzel Kişi Ek Girişi:
Elektronik Erişim:
https://doi.org/10.1007/978-981-99-3841-4Kopya: