Coverart for item
The Resource Generalized linear models and extensions, James W. Hardin, Joseph M. Hilbe

Generalized linear models and extensions, James W. Hardin, Joseph M. Hilbe

Label
Generalized linear models and extensions
Title
Generalized linear models and extensions
Statement of responsibility
James W. Hardin, Joseph M. Hilbe
Creator
Contributor
Subject
Genre
Language
eng
Cataloging source
IT-FiEUI
http://library.link/vocab/creatorName
Hardin, James W.
Dewey number
519.5
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1944-
http://library.link/vocab/relatedWorkOrContributorName
Hilbe, Joseph M.
http://library.link/vocab/subjectName
  • Linear models (Statistics)
  • Statistics
Label
Generalized linear models and extensions, James W. Hardin, Joseph M. Hilbe
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 369-377) 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.
Contents
Foundations of generalized linear models -- GLMs -- GLM estimation algorithms -- Analysis of fit -- Continuous-response models -- The Gaussian family -- The gamma family -- The inverse Gaussian family -- The power family and link -- Binomial response models -- The binomial-logit family -- The general binomial family -- The problem of overdispersion -- Count response models -- The Poisson family -- The negative binomial family -- Other count data models -- Multinomial response models -- The ordered-response family -- Unordered-response family -- Extensions to the GLM -- Extending the likelihood -- Clustered data -- Stata software -- Programs for stata
Control code
FIEb1618015x
Dimensions
24 cm.
Edition
Second edition.
Extent
xxii, 387 pages
Isbn
9781597180146
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)123432605
Label
Generalized linear models and extensions, James W. Hardin, Joseph M. Hilbe
Publication
Bibliography note
Includes bibliographical references (pages 369-377) 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.
Contents
Foundations of generalized linear models -- GLMs -- GLM estimation algorithms -- Analysis of fit -- Continuous-response models -- The Gaussian family -- The gamma family -- The inverse Gaussian family -- The power family and link -- Binomial response models -- The binomial-logit family -- The general binomial family -- The problem of overdispersion -- Count response models -- The Poisson family -- The negative binomial family -- Other count data models -- Multinomial response models -- The ordered-response family -- Unordered-response family -- Extensions to the GLM -- Extending the likelihood -- Clustered data -- Stata software -- Programs for stata
Control code
FIEb1618015x
Dimensions
24 cm.
Edition
Second edition.
Extent
xxii, 387 pages
Isbn
9781597180146
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)123432605

Library Locations

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      43.803074 11.283055
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