Applied Survey Data Analysis: Overview -- Getting to Know the Complex Sample Design -- Foundations and Techniques for Design-Based Estimation and Inference -- Preparation for Complex Sample Survey Data Analysis -- Descriptive Analysis for Continuous Variables -- Categorical Data Analysis -- Linear Regression Models -- Logistic Regression and Generalized Linear Models for Binary Survey Variables -- Generalized Linear Models for Multinomial, Ordinal, and Count Variables -- Survival Analysis of Event History Survey Data -- Multiple Imputation: Methods and Applications for Survey Analysts -- Advanced Topics in the Analysis of Survey Data -- Appendix A: Software Overview -- References -- Index.
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Social sciences--Statistics. Social surveys--Statistical methods. Social sciences. Social surveys. Statistical methods. Statistics. General Works--Reference. Social Science. SCIENCE--Research & Methodology. Social sciences. Social surveys--Statistical methods.