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The Resource Applied logistic regression, David W. Hosmer, Stanley Lemeshow

Applied logistic regression, David W. Hosmer, Stanley Lemeshow

Label
Applied logistic regression
Title
Applied logistic regression
Statement of responsibility
David W. Hosmer, Stanley Lemeshow
Creator
Contributor
Subject
Language
eng
Summary
In this revised and updated edition, the authors continue to provide an accessible introduction to the logistic regression model while incorporating advances of the last decade, including a variety of software packages for the analysis of data sets. They extend the discussion from biostatistics and epidemiology to cutting-edge applications in data mining and machine learning, guiding readers step-by-step through the use of modeling techniques for dichotomous data in diverse fields. Ample new topics and expanded discussions of existing material are accompanied by real-world examples-with extensive data sets available over the Internet
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Hosmer, David W
Dewey number
519.5/36
Illustrations
illustrations
Index
index present
LC call number
QA278.2
LC item number
.H67 2000
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Lemeshow, Stanley
Series statement
Wiley series in probability and statistics. Texts and references section
http://library.link/vocab/subjectName
  • Regression analysis
  • Models, Statistical
  • Regression Analysis
Label
Applied logistic regression, David W. Hosmer, Stanley Lemeshow
Instantiates
Publication
Note
"A Wiley-Interscience publication."
Bibliography note
Includes bibliographical references (pages 352-365) 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
Contents
Introduction to the logistic regression model -- Multiple logistic regression -- Interpretation of the fitted logistic regression model -- Model-building strategies and methods for logistic regression -- Assessing the fit of the model -- Application of logistic regression with different sampling models -- Logistic regression for matched case-control studies -- Special topics
Control code
43929859
Dimensions
25 cm
Edition
2nd ed.
Extent
xii, 373 pages
Isbn
9780471356325
Isbn Type
(cloth : alk. paper)
Lccn
00036843
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Label
Applied logistic regression, David W. Hosmer, Stanley Lemeshow
Publication
Note
"A Wiley-Interscience publication."
Bibliography note
Includes bibliographical references (pages 352-365) 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
Contents
Introduction to the logistic regression model -- Multiple logistic regression -- Interpretation of the fitted logistic regression model -- Model-building strategies and methods for logistic regression -- Assessing the fit of the model -- Application of logistic regression with different sampling models -- Logistic regression for matched case-control studies -- Special topics
Control code
43929859
Dimensions
25 cm
Edition
2nd ed.
Extent
xii, 373 pages
Isbn
9780471356325
Isbn Type
(cloth : alk. paper)
Lccn
00036843
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations

Library Locations

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