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Multivariable Analysis A Practical Guide for Clinicians and Public Health Researchers

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ISBN-10: 0521141079

ISBN-13: 9780521141079

Edition: 3rd 2011

Authors: Mitchell H. Katz

List price: $95.95
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Book details

List price: $95.95
Edition: 3rd
Copyright year: 2011
Publisher: Cambridge University Press
Publication date: 3/10/2011
Binding: Paperback
Pages: 250
Size: 7.25" wide x 9.25" long x 0.25" tall
Weight: 1.232
Language: English

Mitchell H. Katz is Clinical Professor of Medicine, Epidemiology and Biostatistics, University of California, San Francisco and Attending Physician, San Francisco General Hospital, and Director, San Francisco Department of Public Health, San Francisco, USA.

Preface
Introduction
Common uses of multivariable models
Outcome variables in multivariable analysis
Type of independent variables in multivariable analysis
Assumptions of multiple linear regression, multiple logistic regression, and proportional hazards analysis
Relationship of independent variables to one another
Setting up a multivariable analysis
Performing the analysis
Interpreting the analysis
Checking the assumptions of the analysis
Propensity scores
Correlated observations
Validation of models
Special topics
Publishing your study
Summary: steps for constructing a multivariable model
Index