Linear and generalized linear mixed models and their applications / (Record no. 4525)

000 -LEADER
fixed length control field 04883nam a22004094a 4500
001 - CONTROL NUMBER
EWU control number 4525
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20180107145800.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 061004s2007 nyua g b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2006935876
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780387479415 (acidfree paper)
International Standard Book Number 0387479414 (acidfree paper)
International Standard Book Number 9780387479460 (eISBN)
International Standard Book Number 0387479465 (eISBN)
035 ## - SYSTEM CONTROL NUMBER
OCLC control number (OCoLC)ocm77256604
040 ## - CATALOGING SOURCE
Original cataloging agency UKM
Transcribing agency UKM
Modifying agency BAKER
-- OHX
-- YDXCP
-- 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
Item number .J456 2007
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
DDC edition 22
Author mark and Year JIL 2007
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Jiang, Jiming.
9 (RLIN) 19494
245 10 - TITLE STATEMENT
Title Linear and generalized linear mixed models and their applications /
Statement of responsibility, etc Jiming Jiang.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York ;
-- London :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc c2007.
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 257 p. :
Other physical details ill. ;
Dimensions 24 cm.
490 0# - SERIES STATEMENT
Series statement Springer series in statistics.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 ## - FORMATTED CONTENTS NOTE
Title Table of contents
Contents note Cover --<br/>TOC$Contents --<br/>Preface --<br/>CH$1 Linear Mixed Models: Part I --<br/>1.1 Introduction --<br/>1.1.1 Effect of Air Pollution Episodes on Children --<br/>1.1.2 Prediction of Maize Single-Cross Performance --<br/>1.1.3 Small Area Estimation of Income --<br/>1.2 Types of Linear Mixed Models --<br/>1.2.1 Gaussian Mixed Models --<br/>1.2.2 Non-Gaussian Linear Mixed Models --<br/>1.3 Estimation in Gaussian Models --<br/>1.3.1 Maximum Likelihood --<br/>1.3.2 Restricted Maximum Likelihood --<br/>1.4 Estimation in Non-Gaussian Models --<br/>1.4.1 Quasi-Likelihood Method --<br/>1.4.2 Partially Observed Information --<br/>1.4.3 Iterative Weighted Least Squares --<br/>1.4.4 Jackknife Method --<br/>1.5 Other Methods of Estimation --<br/>1.5.1 Analysis of Variance Estimation --<br/>1.5.2 Minimum Norm Quadratic Unbiased Estimation --<br/>1.6 Notes on Computation and Software --<br/>1.6.1 Notes on Computation --<br/>1.6.2 Notes on Software --<br/>1.7 Real-Life Data Examples --<br/>1.7.1 Analysis of Birth Weights of Lambs --<br/>1.7.2 Analysis of Hip Replacements Data --<br/>1.8 Further Results and Technical Notes --<br/>1.9 Exercises --<br/>CH$2 Linear Mixed Models: Part II --<br/>2.1 Tests in Linear Mixed Models --<br/>2.1.1 Tests in Gaussian Mixed Models --<br/>2.1.2 Tests in Non-Gaussian Linear Mixed Models --<br/>2.2 Confidence Intervals in Linear Mixed Models --<br/>2.2.1 Confidence Intervals in Gaussian Mixed Models --<br/>2.2.2 Confidence Intervals in Non-Gaussian Linear Mixed Models --<br/>2.3 Prediction --<br/>2.3.1 Prediction of Mixed Effect --<br/>2.3.2 Prediction of Future Observation --<br/>2.4 Model Checking and Selection --<br/>2.4.1 Model Diagnostics --<br/>2.4.2 Model Selection --<br/>2.5 Bayesian Inference --<br/>2.5.1 Inference about Variance Components --<br/>2.5.2 Inference about Fixed and Random Effects --<br/>2.6 Real-Life Data Examples --<br/>2.6.1 Analysis of the Birth Weights of Lambs (Continued) --<br/>2.6.2 The Baseball Example --<br/>2.7 Further Results and Technical Notes --<br/>2.8 Exercises --<br/>CH$3 Generalized Linear Mixed Models: Part I --<br/>3.1 Introduction --<br/>3.2 Generalized Linear Mixed Models --<br/>3.3 Real-Life Data Examples --<br/>3.3.1 The Salamander Mating Experiments --<br/>3.3.2 A Log-Linear Mixed Model for Seizure Counts --<br/>3.3.3 Small Area Estimation of Mammography Rates --<br/>3.4 Likelihood Function under GLMM --<br/>3.5 Approximate Inference --<br/>3.5.1 Laplace Approximation --<br/>3.5.2 Penalized Quasi-Likelihood Estimation --<br/>3.5.3 Tests of Zero Variance Components --<br/>3.5.4 Maximum Hierarchical Likelihood --<br/>3.6 Prediction of Random Effects --<br/>3.6.1 Joint Estimation of Fixed and Random Effects --<br/>3.6.2 Empirical Best Prediction --<br/>3.6.3 A Simulated Example --<br/>3.7 Further Results and Technical Notes --<br/>3.7.1 More on NLGSA --<br/>3.7.2 Asymptotic Properties of PQWLS Estimators --<br/>3.7.3 MSE of EBP --<br/>3.7.4 MSPE of the Model-Assisted EBP --<br/>3.8 Exercises --<br/>CH$4 Generalized Linear Mixed Models: Part II --<br/>4.1 Likelihood-Based Inference --<br/>4.1.1 A Monte Carlo EM Algorithm for Binary Data --<br/>4.1.2 Extensions --<br/>4&#
520 ## - SUMMARY, ETC.
Summary, etc Summary: <br/>"This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models, and it presents an up-to-date account of theory and methods in analysis of these models as well as their applications in various fields. The book offers a systematic approach to inference about non-Gaussian linear mixed models. Furthermore, it has included recently developed methods, such as mixed Read more...
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name Applied Statistics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name Mathematical statistics.
9 (RLIN) 19495
Topical term or geographic name Linear models (Statistics)
9 (RLIN) 3383
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials Specified Publisher description
Uniform Resource Identifier http://www.loc.gov/catdir/enhancements/fy0818/2006935876-d.html
Materials Specified WorldCat details
Uniform Resource Identifier http://www.worldcat.org/title/linear-and-generalized-linear-mixed-models-and-their-applications/oclc/77256604&referer=brief_results
Materials Specified E-book Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/4525
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 0000-00-00 Trim Education 8075.00 1 519.5 JIL 2007 26626 2017-08-03 2017-03-14 C-1 2015-04-20 Text
      Non-fiction EWU Library EWU Library E-book 2018-01-07       519.5 JIL 2007   2018-01-07     2018-01-07 E-Book

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