Bayesian Statistical Methods: With Applications to Machine Learning

By Sujit K. Ghosh and Brian J. Reich

This book provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. Compared to others, it is more focused on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models.

• Format: Hardcover
• Language: English
• ISBN: 1032486325
• ISBN13: 9781032486321
• Release Date: February 2026
• Publisher: CRC Press
• Length: 348 Pages
• Weight: 1.85 lbs.
• Dimensions: 0.8" x 7.0" x 10.0"