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The Resource Generalized linear mixed models : modern concepts, methods and applications, Walter W. Stroup

Generalized linear mixed models : modern concepts, methods and applications, Walter W. Stroup

Label
Generalized linear mixed models : modern concepts, methods and applications
Title
Generalized linear mixed models
Title remainder
modern concepts, methods and applications
Statement of responsibility
Walter W. Stroup
Creator
Subject
Language
eng
Summary
"Generalized Linear Mixed Models: Modern Concepts, Methods and Applications presents an introduction to linear modeling using the generalized linear mixed model (GLMM) as an overarching conceptual framework. For readers new to linear models, the book helps them see the big picture. It shows how linear models fit with the rest of the core statistics curriculum and points out the major issues that statistical modelers must consider. Along with describing common applications of GLMMs, the text introduces the essential theory and main methodology associated with linear models that accommodate random model effects and non-Gaussian data. Unlike traditional linear model textbooks that focus on normally distributed data, this one adopts a generalized mixed model approach throughout: data for linear modeling need not be normally distributed and effects may be fixed or random. With numerous examples using SAS® PROC GLIMMIX, this book is ideal for graduate students in statistics, statistics professionals seeking to update their knowledge, and researchers new to the generalized linear model thought process. It focuses on data-driven processes and provides context for extending traditional linear model thinking to generalized linear mixed modeling"--
Member of
Assigning source
Provided by publisher
Cataloging source
DLC
http://library.link/vocab/creatorName
Stroup, Walter W.
Dewey number
519.5/36
Illustrations
illustrations
Index
index present
LC call number
QA279
LC item number
.S78 2013
Literary form
non fiction
Nature of contents
bibliography
Series statement
Chapman & Hall/CRC texts in statistical science series
http://library.link/vocab/subjectName
  • Linear models (Statistics)
  • MATHEMATICS / Probability & Statistics / General
Label
Generalized linear mixed models : modern concepts, methods and applications, Walter W. Stroup
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references 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
742512037
Dimensions
27 cm
Extent
xxv, 529 pages
Isbn
9781439815120
Lccn
2012025214
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
Label
Generalized linear mixed models : modern concepts, methods and applications, Walter W. Stroup
Publication
Copyright
Bibliography note
Includes bibliographical references 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
742512037
Dimensions
27 cm
Extent
xxv, 529 pages
Isbn
9781439815120
Lccn
2012025214
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
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