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The Resource Foundations of linear and generalized linear models, Alan Agresti, Distinguished Professor Emeritus, University of Florida, Gainesville, FL, Visiting Professor, Harvard University, Cambridge, MA

Foundations of linear and generalized linear models, Alan Agresti, Distinguished Professor Emeritus, University of Florida, Gainesville, FL, Visiting Professor, Harvard University, Cambridge, MA

Label
Foundations of linear and generalized linear models
Title
Foundations of linear and generalized linear models
Statement of responsibility
Alan Agresti, Distinguished Professor Emeritus, University of Florida, Gainesville, FL, Visiting Professor, Harvard University, Cambridge, MA
Creator
Subject
Language
eng
Summary
  • "This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by which all existing textbooks on the topic will be compared. While the emphasis is clearly and succinctly on theoretical underpinnings, applications in "R" are presented when they help to elucidate the content or promote practical model building. Each chapter contains approximately 15-20 exercises, primarily for readers to practice and extend the theory, but, also to assimilate the ideas by doing some data analysis. The carefully crafted models and examples convey basic concepts and do not get mired down in non-trivial considerations. An author-maintained web site includes, among other numerous pedagogical supplements, analyses that parallel the "R" routines from the book in SAS, SPSS and Stata"--
  • "This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover"--
Member of
Assigning source
  • Provided by publisher
  • Provided by publisher
Cataloging source
DLC
http://library.link/vocab/creatorName
Agresti, Alan
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Wiley series in probability and statistics
http://library.link/vocab/subjectName
  • Mathematical analysis
  • Linear models (Statistics)
Label
Foundations of linear and generalized linear models, Alan Agresti, Distinguished Professor Emeritus, University of Florida, Gainesville, FL, Visiting Professor, Harvard University, Cambridge, MA
Instantiates
Publication
Bibliography note
  • Includes bibliographical references and index
  • Includes bibliographical references (pages 410-426) and indexes
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
FIEb17764294
Dimensions
25 cm.
Extent
xiii, 444 pages
Isbn
9781118730034
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
System control number
(OCoLC)889522641
Label
Foundations of linear and generalized linear models, Alan Agresti, Distinguished Professor Emeritus, University of Florida, Gainesville, FL, Visiting Professor, Harvard University, Cambridge, MA
Publication
Bibliography note
  • Includes bibliographical references and index
  • Includes bibliographical references (pages 410-426) and indexes
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
FIEb17764294
Dimensions
25 cm.
Extent
xiii, 444 pages
Isbn
9781118730034
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
System control number
(OCoLC)889522641

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