MARC details
| 000 -LEADER |
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| fixed length control field |
03297cam a22004694a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
7313 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
BD-DhEWU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20180129121018.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
131231s2008 njua g b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780471201700 (cloth) |
|
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| International Standard Book Number |
0471201707 (cloth) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)ocn137325058 |
|
|---|
| System 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 |
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| Classification number |
QA276.8 |
| Item number |
.M394 2008 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.544 MCE |
| Edition number |
22 |
| Item number |
2008 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
McLachlan, Geoffrey J., |
| 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 - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Wiley series in probability and statistics |
| 9 (RLIN) |
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 |
|---|
| Formatted 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 |
CSE |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
Tahur Ahmed |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Expectation-maximization algorithms. |
| 9 (RLIN) |
2771 |
|
|---|
| Topical term or geographic name as entry element |
Estimation theory. |
| 9 (RLIN) |
2772 |
|
|---|
| Topical term or geographic name as entry element |
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 |
Dewey Decimal Classification |
| Koha item type |
Text |
| Koha issues (borrowed), all copies |
1 |