Primer of applied regression & analysis of variance / Stanton A. Glantz, PHD, Professor of Medicine, Director, Center for Tobacco Control Research and Education, Cardiovascular Research Institute, Philip R. Lee Institute for Health Policy Studies, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, Bryan K. Slinker, DVM, PHD, Professor of Integrative Physiology and Neuroscience, Dean, College of Veterinary Medicine, Washington State University, Pullman, Washington, Torsten B. Neilands, PHD, Professor of Medicine, Director, Methods Core, Center for AIDS Prevention Studies, University of California, San Francisco, San Francisco, California.

Author/creator Glantz, Stanton A.
Other author Slinker, Bryan K.
Other author Neilands, Torsten B.
Format Electronic
EditionThird edition.
Publication InfoNew York : McGraw-Hill Education, [2016]
Descriptionxxvii, 1183 pages : illustrations (some color) ; 25 cm
Supplemental ContentFull text available from AccessMedicine
Subjects

Variant title Primer of applied regression and analysis of variance
Contents Why do multivariate analysis? -- The first step : understanding simple linear regression -- Regression with two or more independent variables -- Do the data fit the assumptions? -- Multicollinearity and what to do about it -- Selecting the "best" regression model -- Missing data -- One-way analysis of variance -- Two-way analysis of variance -- Repeated measures -- Mixing continuous and categorical variables : analysis of covariance -- Regression with a qualitative dependent variable : logistic regression -- Regression modeling of time-to-event data : survival analysis -- Nonlinear regression.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2015033598
ISBN9780071824118 (hardcover : alk. paper)
ISBN0071824111 (hardcover : alk. paper)

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