TY  - BOOK
AU  - Ghosal, Subhashis
AU  - Vaart, Aad Van Der
TI  - Fundamentals of Nonparametric Bayesian Inference
SN  - 9780521878265
U1  - 519.542 
PY  - 2017///
CY  - New York
PB  - Cambridge University Press
KW  - Nonparametric Statistics
KW  - Bayesian Statistical Decision Theory
N1  - 1.	Introduction
2.	Priors on Function Spaces
3.	Priors on Spaces of Probability Measures
4.	Dirichlet Processes
5.	Dirichlet Process Mixtures
6.	Consistency: General Theory
7.	Consistency: Examples
8.	Contraction Rates: General Theory
9.	Contraction Rates: Examples
10.	Adaptation and Model Selection
11.	Gaussian Process Priors
12.	Infinite-Dimensional Bernstein–von Mises Theorem
13.	Survival Analysis
14.	Discrete Random Structures
ER  -