TY - BOOK AU - Heeringa,Steven AU - West,Brady T. AU - Berglund,Patricia A. TI - Applied survey data analysis T2 - Chapman & Hall/CRC statistics in the social and behavioral sciences SN - 9781420080667 AV - HA29 .H428 2010 PY - 2010/// CY - Boca Raton PB - Taylor & Francis KW - Social sciences KW - Statistics KW - Social surveys KW - Statistical methods N1 - Includes bibliographical references and index; 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; Also available as an electronic resource ER -