000 02936 a2200409 4500
003 Nust
005 20170207165239.0
020 _a9780470191613
020 _a9780470191613
024 7 _a10.1002/9780470191613
035 _a(OCoLC)228427283
040 _cNust
082 0 4 _a519.5/44
100 1 _aMcLachlan, Geoffrey J.,
245 1 4 _aThe EM algorithm and extensions (E Book)
_h[Elektronisk resurs] /
_cGeoffrey J. McLachlan, Thriyambakam Krishnan.
250 _a2nd ed.
260 _aHoboken, N.J. :
_bWiley-Interscience,
_cc2008.
300 _a1 online resource (xxvii, 359 p.) :
_bill.
490 1 _aWiley series in probability and statistics
505 0 _aExamples 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.
520 _aThis 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.
650 0 _aEstimation theory.
650 0 _aExpectation-maximization algorithms.
650 0 _aIteration.
650 0 _aMATHEMATICS
_xProbability & Statistics
_xGeneral.
650 0 _aMaximum-Likelihood-Sch�tzung.
650 0 _aMissing observations (Statistics)
650 0 _aUnvollkommene Information.
655 4 _aElectronic books.
700 1 _aKrishnan, T.
_d1938-
830 0 _aWiley series in probability and statistics.
856 4 2 _3John Wiley
_uhttp://dx.doi.org/10.1002/9780470191613
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_cBK
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