The EM algorithm and related statistical models
by
 
Watanabe, Michiko, 1956-

Title
: 
The EM algorithm and related statistical models

Author
: 
Watanabe, Michiko, 1956-

ISBN
: 
9780203913055
 
9781135524678
 
9781135524623
 
9781135524661

Physical Description
: 
1 online resource (ix, 197 pages)

Series
: 
Statistics, textbooks and monographs ; Volume 170

Contents
: 
chapter 1 Incomplete Data and the Generation Mechanisms / chapter 2 Incomplete Data and the EM Algorithm / chapter 3 Statistical Models and the EM Algorithm / chapter 4 Robust Model and the EM Algorithm -- ERROR DISTRIBUTIONS / chapter 5 Latent Structure Model and the EM Algorithm / chapter 6 Extensions of the EM Algorithm / chapter 7 Convergence Speed and Acceleration of the EM Algorithm / chapter 8 EM Algorithm in Neural Network Learning / chapter 9 Markov Chain Monte Carlo

Subject Term
: 
Expectation-maximization algorithms.
 
Estimation theory.
 
Missing observations (Statistics)

Added Author
: 
Watanabe, Michiko, 1956-
 
Yamaguchi, Kazunori, 1962-

Electronic Access
: 
Click here to view.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book547345-1001QA276.8 .E45 2004CRC E-Books