Bayesian Inference Theory, Methods, Computations

"One of the distinguishing features of this textbook is its emphasis on recent Bayesian computational techniques, particularly in Chapter 9. Each computational method is accompanied by clear explanations, pseudocode, algorithms, and practical examples. The book also includes implementations in R,enabling readers to bridge the gap between theory and practice.This computational focus makes the book particularly useful for data scientists and applied researchers who need efficient Bayesian inference techniques for real-world problems."

-Kazuhiko Kakamu and Shuangzhe Liu, Technometrics 67 (4): 728-29, 2025.