TY - GEN AU - McLachlan,Geoffrey J. AU - Krishnan,T. TI - The EM algorithm and extensions (E Book) T2 - Wiley series in probability and statistics SN - 9780470191613 U1 - 519.5/44 PY - 2008/// CY - Hoboken, N.J. PB - Wiley-Interscience KW - Estimation theory KW - Expectation-maximization algorithms KW - Iteration KW - MATHEMATICS KW - Probability & Statistics KW - General KW - Maximum-Likelihood-Sch�tzung KW - Missing observations (Statistics) KW - Unvollkommene Information KW - Electronic books N1 - 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 N2 - 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 UR - http://dx.doi.org/10.1002/9780470191613 UR - 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& UR - 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& UR - 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& UR - 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& ER -