The EM algorithm and extensions (E Book) [Elektronisk resurs] / Geoffrey J. McLachlan, Thriyambakam Krishnan.
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| Item type | Current location | Home library | Collection | Call number | URL | Status | Date due | Barcode | Item holds |
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Military College of Signals (MCS) | Military College of Signals (MCS) | NFIC | 519.5 (Browse shelf) | Link to resource | Available | MCSEB-1721 |
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.
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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