Tools for Statistical Inference : Observed Data and Data Augmentation Methods /
From the reviews: The purpose of the book under review is to give a survey of methods for the Bayesian or likelihood-based analysis of data. The author distinguishes between two types of methods: the observed data methods and the data augmentation ones. The observed data methods are applied directly...
| Main Author: | |
|---|---|
| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
New York, NY :
Springer New York,
1991.
|
| Series: | Lecture notes in statistics (Springer-Verlag) ;
67. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Preface
- Introduction
- Observed Data Techniques-Normal Approximation
- Observed Data Techniques
- The EM Algorithm
- Data Augmentation
- The Gibbs Sampler
- Index.