Applied survey data analysis - Heeringa, Steven, 1953-; West, Brady T.; Berglund, Patricia A. (Boca Raton : Taylor & Francis, 2010)
1. Applied survey data analysis : overview -- 2. Getting to know the complex sample design -- 3. Foundations and techniques for design-based estimation and inference -- 4. Preparation for complex sample survey data analysis -- 5. Descriptive analysis for continuous variables -- 6. Categorical data analysis -- 7. Linear regression models -- 8. Logistic regression and generalized linear models for binary survey variables -- 9. Generalized linear models for multinomial, ordinal, and count variables -- 10. Survival analysis of event history survey data -- 11. Multiple imputation : methods and applications for survey analysts -- 12. Advanced topics in the analysis of survey data.
Includes bibliographical references and index.
Also available as an electronic resource.
Keywords: Social sciences -- Statistics; Social surveys -- Statistical methods