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The Resource Linear model theory : univariate, multivariate, and mixed models, Keith E. Muller, Paul W. Stewart

Linear model theory : univariate, multivariate, and mixed models, Keith E. Muller, Paul W. Stewart

Label
Linear model theory : univariate, multivariate, and mixed models
Title
Linear model theory
Title remainder
univariate, multivariate, and mixed models
Statement of responsibility
Keith E. Muller, Paul W. Stewart
Creator
Contributor
Subject
Language
eng
Summary
" Statisticians often use linear models for data analysis and for developing new statistical methods. Most books on the subject have historically discussed univariate, multivariate, and mixed linear models separately, whereas Linear Model Theory: Univariate, Multivariate, and Mixed Models presents a unified treatment in order to make clear the distinctions among the three classes of models. Linear Model Theory: Univariate, Multivariate, and Mixed Models begins with six chapters devoted to providing brief and clear mathematical statements of models, procedures, and notation. Data examples motivate and illustrate the models. Chapters 7-10 address distribution theory of multivariate Gaussian variables and quadratic forms. Chapters 11-19 detail methods for estimation, hypothesis testing, and confidence intervals. The final chapters, 20-23, concentrate on choosing a sample size. Substantial sets of excercises of varying difficulty serve instructors for their classes, as well as help students to test their own knowledge."--Publisher's website
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Muller, Keith E
Dewey number
519.5
Index
index present
LC call number
QA279
LC item number
.M86 2006
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Stewart, Paul Wilder
Series statement
Wiley series in probability and statistics
http://library.link/vocab/subjectName
Linear models (Statistics)
Label
Linear model theory : univariate, multivariate, and mixed models, Keith E. Muller, Paul W. Stewart
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 393-404) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
64625056
Dimensions
25 cm
Extent
xiv, 410 pages
Isbn
9780471214885
Lccn
2006044266
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other control number
9780471214885
Label
Linear model theory : univariate, multivariate, and mixed models, Keith E. Muller, Paul W. Stewart
Publication
Bibliography note
Includes bibliographical references (pages 393-404) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
64625056
Dimensions
25 cm
Extent
xiv, 410 pages
Isbn
9780471214885
Lccn
2006044266
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other control number
9780471214885

Library Locations

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      38.944491 -92.326012
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