The EM Algorithm and Extensions (Wiley Series in Probability and Statistics)

By Unknown Author.

The EM Algorithm and Extensions (Wiley Series in Probability and Statistics)

Description

The first unified account of the theory, methodology, and applications of the EM algorithm and its extensions Since its inception in 1977, the Expectation-Maximization (EM) algorithm has been the subject of intense scrutiny, dozens of applications, numerous extensions, and thousands of publications. The algorithm and its extensions are now standard tools applied to incomplete data problems in virtually every field in which statistical methods are used. Until now, however, no single source offered a complete and unified treatment of the subject. The EM Algorithm and Extensions describes the ...

ISBN(s)

0471123587, 9780471123583

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