Mathematical Theory of Bayesian Statistics

by Sumio Watanabe

Book Overview

Mathematical Theory of Bayesian Statistics introduces the mathematical foundation of Bayesian inference which is well-known to be more accurate in many real-world problems than the maximum likelihood method. Recent research has uncovered several mathematical laws in Bayesian statistics, by which both the generalization loss and the marginal likelihood are estimated even if the posterior distribution cannot be approximated by any normal distribution...

• Format: Paperback
• Language: English
• ISBN: 0367734818
• ISBN13: 9780367734817
• Release Date: December 2020
• Publisher: CRC Press
• Length: 332 Pages
• Weight: 0.83 lbs.
• Dimensions: 0.8" x 6.1" x 9.1"