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The EM algorithm and extensions (E Book) [Elektronisk resurs] / Geoffrey J. McLachlan, Thriyambakam Krishnan.

By: McLachlan, Geoffrey JContributor(s): Krishnan, T, 1938-Series: Wiley series in probability and statistics: Publisher: Hoboken, N.J. : Wiley-Interscience, c2008Edition: 2nd edDescription: 1 online resource (xxvii, 359 p.) : illISBN: 9780470191613; 9780470191613Subject(s): Estimation theory | Expectation-maximization algorithms | Iteration | MATHEMATICS -- Probability & Statistics -- General | Maximum-Likelihood-Sch�tzung | Missing observations (Statistics) | Unvollkommene InformationGenre/Form: Electronic books.DDC classification: 519.5/44 Online resources: John Wiley | Click here to access online | Click here to access online | Click here to access online | Click here to access online

Contents:

Examples of the EM algorithm -- Basic theory of the EM algorithm -- Standard errors and speeding up convergence -- Extensions of the EM algorithm -- Monte Carlo versions of the EM algorithm -- Some generalizations of the EM algorithm -- Further applications of the EM algorithm.

Summary: This new edition remains the only single source to offer a complete and unified treatment of the theory, methodology, and applications of the EM algorithm. The highly applied area of statistics here outlined involves applications in regression, medical im.

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Item type	Current location	Home library	Collection	Call number	URL	Status	Date due	Barcode	Item holds
Book	Military College of Signals (MCS)	Military College of Signals (MCS)	NFIC	519.5 (Browse shelf)	Link to resource	Available		MCSEB-1721

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This new edition remains the only single source to offer a complete and unified treatment of the theory, methodology, and applications of the EM algorithm. The highly applied area of statistics here outlined involves applications in regression, medical im.

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