| 000 -LEADER |
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| fixed length control field |
04883nam a22004094a 4500 |
| 001 - CONTROL NUMBER |
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| EWU control number |
4525 |
| 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 |
20180107145800.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
061004s2007 nyua g b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2006935876 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780387479415 (acidfree paper) |
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| International Standard Book Number |
0387479414 (acidfree paper) |
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| International Standard Book Number |
9780387479460 (eISBN) |
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| 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 |
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| 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 |
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| 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 |