02936 a2200409 4500 Nust 20170207165239.0 9780470191613 9780470191613 10.1002/9780470191613 (OCoLC)228427283 Nust 519.5/44 McLachlan, Geoffrey J., The EM algorithm and extensions (E Book) [Elektronisk resurs] / Geoffrey J. McLachlan, Thriyambakam Krishnan. 2nd ed. Hoboken, N.J. : Wiley-Interscience, c2008. 1 online resource (xxvii, 359 p.) : ill. Wiley series in probability and statistics 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. Estimation theory. Expectation-maximization algorithms. Iteration. MATHEMATICS Probability & Statistics General. Maximum-Likelihood-Sch�tzung. Missing observations (Statistics) Unvollkommene Information. Electronic books. Krishnan, T. 1938- Wiley series in probability and statistics. John Wiley http://dx.doi.org/10.1002/9780470191613 http://link.sub.su.se/sfxsub?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=1000000000389787&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc& http://sfxeu10.hosted.exlibrisgroup.com/sfxkth?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=1000000000389787&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc& http://sfxeu11.hosted.exlibrisgroup.com/sfxkib?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=1000000000389787&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc& http://sfxeu11.hosted.exlibrisgroup.com/sfxmiu/?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=1000000000389787&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc& ddc BK 211151 211151 0 0 ddc 0 0 NFIC MCS MCS 2016-12-12 0 519.5 MCSEB-1721 2016-12-08 2016-12-12 BK