The EM Algorithm and Extensions (Wiley Series in Probability and Statistics)
Edition: 2 edition
Publisher: Wiley-Interscience
Published: January 18, 2008
Language: eng
Format: Hardcover
Number of pages: 408
ISBN-13: 9780471201700
Subjects: Mathematical Statistics; Mathematics; Science/Mathematics; Probability & Statistics - General; Mathematics / Statistics; Estimation theory; Expectation-maximization algorithms; Missing observations (Statistics)
First sentence: Before we proceed to present the basic theory underlying the EM algorithm, we give in this chapter a variety of examples to demonstrate how the EM algorithm can be conveniently applied to find the MLE in some commonly occurring situations.