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The Resource Modeling count data, Joseph M. Hilbe

Modeling count data, Joseph M. Hilbe

Label
Modeling count data
Title
Modeling count data
Statement of responsibility
Joseph M. Hilbe
Creator
Subject
Language
eng
Summary
"This entry-level text offers clear and concise guidelines on how to select, construct, interpret, and evaluate count data. Written for researchers with little or no background in advanced statistics, the book presents treatments of all major models using numerous tables, insets, and detailed modeling suggestions. It begins by demonstrating the fundamentals of linear regression and works up to an analysis of the Poisson and negative binomial models, and to the problem of overdispersion. Examples in Stata, R, and SAS code enable readers to adapt models for their own purposes, making the text an ideal resource for researchers working in public health, ecology, econometrics, transportation, and other related fields"--
Assigning source
Provided by publisher
Cataloging source
DLC
http://library.link/vocab/creatorDate
1944-
http://library.link/vocab/creatorName
Hilbe, Joseph M.
Dewey number
519.535
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • Multivariate analysis
  • Statistics
  • Linear models (Statistics)
Label
Modeling count data, Joseph M. Hilbe
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 269-275) and index
Carrier category
volume
Carrier MARC source
rdacarrier.
Content category
text
Content type MARC source
rdacontent.
Contents
Preface -- chapter 1. Varieties of count data -- chapter 2. Poisson regression --chapter 3. Testing overdispersion -- chapter 4. Assessment of fit -- chapter 5. Negative binomial regression -- chapter 6. Poisson inverse Gaussian regression -- chapter 7. Problems with zeros -- chapter 8. Modeling underdispersed count data: generalized Poisson -- chapter 9. Complex data: more advanced models -- Appendix: SAS code
Control code
FIEb17580237
Dimensions
25 cm.
Extent
xv, 283 pages
Isbn
9781107028333
Media category
unmediated
Media MARC source
rdamedia.
System control number
(OCoLC)883304853
Label
Modeling count data, Joseph M. Hilbe
Publication
Bibliography note
Includes bibliographical references (pages 269-275) and index
Carrier category
volume
Carrier MARC source
rdacarrier.
Content category
text
Content type MARC source
rdacontent.
Contents
Preface -- chapter 1. Varieties of count data -- chapter 2. Poisson regression --chapter 3. Testing overdispersion -- chapter 4. Assessment of fit -- chapter 5. Negative binomial regression -- chapter 6. Poisson inverse Gaussian regression -- chapter 7. Problems with zeros -- chapter 8. Modeling underdispersed count data: generalized Poisson -- chapter 9. Complex data: more advanced models -- Appendix: SAS code
Control code
FIEb17580237
Dimensions
25 cm.
Extent
xv, 283 pages
Isbn
9781107028333
Media category
unmediated
Media MARC source
rdamedia.
System control number
(OCoLC)883304853

Library Locations

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      Via dei Roccettini 9, San Domenico di Fiesole, 50014, IT
      43.803074 11.283055
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