Applied Logistic Regression Analysis (häftad)
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Format
Häftad (Paperback)
Språk
Engelska
Antal sidor
128
Utgivningsdatum
2001-12-01
Upplaga
2
Förlag
SAGE Publications, Inc
Illustrationer
Illustrations
Volymtitel
v. 106
Dimensioner
220 x 145 x 10 mm
Vikt
160 g
Antal komponenter
1
Komponenter
22:B&W 5.5 x 8.5 in or 216 x 140 mm (Demy 8vo) Perfect Bound on White w/Gloss Lam
ISSN
0149-192X
ISBN
9780761922087

Applied Logistic Regression Analysis

av Scott Menard
(1 röst)
Häftad,  Engelska, 2001-12-01
540
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The focus in this Second Edition is again on logistic regression models for individual level data, but aggregate or grouped data are also considered. The book includes detailed discussions of goodness of fit, indices of predictive efficiency, and standardized logistic regression coefficients, and examples using SAS and SPSS are included.
  • More detailed consideration of grouped as opposed to case-wise data throughout the book
  • Updated discussion of the properties and appropriate use of goodness of fit measures, R-square analogues, and indices of predictive efficiency
  • Discussion of the misuse of odds ratios to represent risk ratios, and of over-dispersion and under-dispersion for grouped data
Updated coverage of unordered and ordered polytomous logistic regression models.
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Övrig information

Scott Menard is a Professor of Criminal Justice at Sam Houston State University and a research associate in the Institute of Behavioral Science at the University of Colorado, Boulder. He received his A.B. at Cornell University and his Ph.D. at the University of Colorado, Boulder, both in Sociology. His interests include quantitative methods and statistics, life course criminology, substance abuse, and criminal victimization. His publications include Longitudinal Research (second edition Sage 2002), Applied Logistic Regression Analysis (second edition Sage 2002), Good Kids from Bad Neighborhoods (Cambridge University Press 2006, with Delbert S. Elliott, Bruce Rankin, Amanda Elliott, William Julius Wilson, and David Huizinga), Youth Gangs (Charles C. Thomas 2006, with Robert J. Franzese and Herbert C. Covey), and the Handbook of Longitudinal Research (Elsevier 2008), as well as other books and journal articles in the areas of criminology, delinquency, population studies, and statistics.

Innehållsförteckning

Linear Regression and Logistic Regression Model / Summary Statistics for Evaluating the Logistic Regression Model / Interpreting the Logistic Regression Co-efficients / An Introduction to Logistic Regression Diagnosis / Polytomous Logistic Regression

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