Applied Survey Data Analysis (Hardcover, 2)

Preface

Applied Survey Data Analysis: An 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

Analysis of Longitudinal Complex Sample Survey Data

Imputation of Missing Data: Practical Methods and Applications for Survey Analysts

Advanced Topics in the Analysis of Survey Data

Appendix A: Software Overview