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

McLachlan, Geoffrey

ISBN 10: 0471123587 / ISBN 13: 9780471123583

Published by Wiley-Interscience, 1996

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Bibliographic Details

Title: The EM Algorithm and Extensions (Wiley ...

Publisher: Wiley-Interscience

Publication Date: 1996

Binding: Hardcover

Condition: new

About this title

Synopsis:

This book presents an organized and well–knit account of the theory, methodology, extensions, and major applications of the Expectation–Maximization (EM) algorithm. It includes applications in the standard statistical contexts such as regression, factor analysis, variance components estimation, repeated–measures designs, categorical data analysis, survival analysis and survey sampling.

Review:

"...should be comprehensible to graduates with statistics as their major subject." (Quarterly of Applied Mathematics, Vol. LIX, No. 3, September 2001)