The EM algorithm and extensions / (Record no. 7313)

000 -LEADER
fixed length control field 03297cam a22004694a 4500
001 - CONTROL NUMBER
EWU control number 7313
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20180129121018.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 131231s2008 njua g b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2007017908
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780471201700 (cloth)
International Standard Book Number 0471201707 (cloth)
035 ## - SYSTEM CONTROL NUMBER
OCLC control number (OCoLC)ocn137325058
OCLC control number (BD-DhEWU)7313
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency DLC
Modifying agency BTCTA
-- BAKER
-- YDXCP
-- C#P
-- DLC
-- BD-DhEWU
Language of cataloging eng
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276.8
Item number .M394 2008
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.544 MCE
DDC edition 22
Author mark and Year 2008
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name McLachlan, Geoffrey J.,
Dates associated with a name 1946-
9 (RLIN) 2770
245 14 - TITLE STATEMENT
Title The EM algorithm and extensions /
Statement of responsibility, etc Geoffrey J. McLachlan, Thriyambakam Krishnan.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Hoboken, N.J. :
Name of publisher, distributor, etc Wiley-Interscience,
Date of publication, distribution, etc c2008.
300 ## - PHYSICAL DESCRIPTION
Extent xxvii, 359 p. :
Other physical details ill. ;
Dimensions 24 cm.
440 #0 -
Title Wiley series in probability and statistics
-- 2352
500 ## - GENERAL NOTE
General note Online version:<br/>McLachlan, Geoffrey J., 1946-<br/>EM algorithm and extensions.<br/>Hoboken, N.J. : Wiley-Interscience, c2008<br/>(OCoLC)654674444
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 311-337) and indexes.
505 ## - FORMATTED CONTENTS NOTE
Contents note Examples of the EM algorithm --<br/>Basic theory of the EM algorithm --<br/>Standard errors and speeding up convergence --<br/>Extensions of the EM algorithm --<br/>Monte Carlo versions of the EM algorithm --<br/>Some generalizations of the EM algorithm --<br/>Further applications of the EM algorithm.
520 ## - SUMMARY, ETC.
Summary, etc "Complete with updates that capture developments from the past decade, The EM Algorithm and Extensions, Second Edition successfully provides a basic understanding of the EM algorithm by describing its inception, implementation, and applicability in numerous statistical contexts. In conjunction with the fundamentals of the topic, the authors discuss convergence issues and computation of standard errors, and, in addition, unveil many parallels and connections between the EM algorithm and Markov chain Monte Carlo algorithms. Thorough discussions on the complexities and drawbacks that arise from the basic EM algorithm, such as slow convergence and lack of an in-built procedure to compute the covariance matrix of parameter estimates, are also presented." "The EM Algorithm and Extensions, Second Edition serves as an excellent text for graduate-level statistics students and is also a comprehensive resource for theoreticians, practitioners, and researchers in the social and physical sciences who would like to extend their knowledge of the EM algorithm."--BOOK JACKET.
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name Computer Science & Engineering
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name Expectation-maximization algorithms.
9 (RLIN) 2771
Topical term or geographic name Estimation theory.
9 (RLIN) 2772
Topical term or geographic name Missing observations (Statistics)
9 (RLIN) 2773
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Krishnan, T.
Fuller form of name (Thriyambakam),
Dates associated with a name 1938-
9 (RLIN) 2774
856 41 - ELECTRONIC LOCATION AND ACCESS
Materials Specified Table of contents only
Uniform Resource Identifier http://www.loc.gov/catdir/toc/ecip0716/2007017908.html
Materials Specified Contributor biographical information
Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy0814/2007017908-b.html
Materials Specified Publisher description
Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy0814/2007017908-d.html
Materials Specified OCLC
Uniform Resource Identifier http://www.worldcat.org/title/em-algorithm-and-extensions/oclc/137325058&referer=brief_results
Materials Specified E-book Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/7313
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Text
Koha issues (borrowed), all copies 1
Holdings
Lost status Source of classification or shelving scheme Not for loan Collection code Permanent Location Current Location Shelving location Date of accession Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date checked out Copy number Price effective from Koha item type
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2013-12-31 Karim International 9900.00 1 519.544 MCE 2008 25610 2014-06-17 2014-06-04 C-1 2014-01-02 Text
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2014-06-29 Bangaldesh Photostat 853.00   519.544 MCE 2008 26052 2017-04-05   C-2 2014-07-07 Text
    Not For Loan Non-fiction EWU Library EWU Library E-book 2018-01-29       519.544 MCE 2008   2018-01-29     2018-01-29 E-Book

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