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The Resource An introduction to categorical data analysis, Alan Agresti

An introduction to categorical data analysis, Alan Agresti

Label
An introduction to categorical data analysis
Title
An introduction to categorical data analysis
Statement of responsibility
Alan Agresti
Creator
Author
Subject
Language
eng
Summary
"A valuable new edition of a standard reference The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An Introduction to Categorical Data Analysis, Third Edition summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data"--Publisher's description
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Agresti, Alan
Dewey number
519.5/35
Illustrations
illustrations
Index
index present
LC call number
QA278
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Wiley series in probability and statistics
http://library.link/vocab/subjectName
  • Multivariate analysis
  • Multivariate analysis
  • MATHEMATICS / Applied
  • MATHEMATICS / Probability & Statistics / General
Label
An introduction to categorical data analysis, Alan Agresti
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Analyzing contingency tables -- Generalized linear models -- Logistic regression -- Building and applying binary regression models -- Multicategory logit models -- Loglinear models for contingency tables and counts -- Models for matched pairs -- Marginal modeling of correlated, clustered responses -- Random effects : generalized linear mixed models -- Classification and smoothing -- A historical tour of categorical data analysis
Control code
1048050427
Edition
Third edition.
Extent
1 online resource (xiii, 375 pages)
Form of item
online
Isbn
9781119405283
Lccn
2018036674
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
System control number
(OCoLC)1048050427
Label
An introduction to categorical data analysis, Alan Agresti
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Analyzing contingency tables -- Generalized linear models -- Logistic regression -- Building and applying binary regression models -- Multicategory logit models -- Loglinear models for contingency tables and counts -- Models for matched pairs -- Marginal modeling of correlated, clustered responses -- Random effects : generalized linear mixed models -- Classification and smoothing -- A historical tour of categorical data analysis
Control code
1048050427
Edition
Third edition.
Extent
1 online resource (xiii, 375 pages)
Form of item
online
Isbn
9781119405283
Lccn
2018036674
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
System control number
(OCoLC)1048050427

Library Locations

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      38.944491 -92.326012
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