Sumio Watanabe: 3 books

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...

Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models and learning machines applied to information science have a parameter space that is singular: mixture models, neural networks, HMMs, Bayesian...

This book examines the lives and times of Japan’s postwar prime ministers, covering the period from 1945 to 1995. Written by Japan’s leading scholars, it is the first English-language biographical portrait of these twenty-three individuals who helped lead Japan on its road to recovery, its return...