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 |
| Edition | Third edition. |
| Publication Info | New York : McGraw-Hill Education, [2016] |
| Description | xxvii, 1183 pages : illustrations (some color) ; 25 cm |
| Supplemental Content | Full 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 note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2015033598 |
| ISBN | 9780071824118 (hardcover : alk. paper) |
| ISBN | 0071824111 (hardcover : alk. paper) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |