TY  - BOOK
AU  - Watanabe, Sumio
TI  - Mathematical theory of bayesian statistics
SN  - 9780367734817
U1  - 519.542 
PY  - 2018///
CY  - Boca Raton
PB  - CRC Press
KW  - Bayesian statistical decision theory
KW  - Applied mathematics
KW  - Psychology - Methodology
N2  - 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.

(https://www.routledge.com/Mathematical-Theory-of-Bayesian-Statistics/Watanabe/p/book/9780367734817)
ER  -