Applied survey data analysis
著者
書誌事項
Applied survey data analysis
（Statistics in the social and behavioral sciences series）（A Chapman & Hall book）
CRC Press, c2017
2nd ed
- : hardback
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注記
Includes bibliographical references (p. 501-518) and index
内容説明・目次
内容説明
Highly recommended by the Journal of Official Statistics, The American Statistician, and other journals, Applied Survey Data Analysis, Second Edition provides an up-to-date overview of state-of-the-art approaches to the analysis of complex sample survey data. Building on the wealth of material on practical approaches to descriptive analysis and regression modeling from the first edition, this second edition expands the topics covered and presents more step-by-step examples of modern approaches to the analysis of survey data using the newest statistical software.
Designed for readers working in a wide array of disciplines who use survey data in their work, this book continues to provide a useful framework for integrating more in-depth studies of the theory and methods of survey data analysis. An example-driven guide to the applied statistical analysis and interpretation of survey data, the second edition contains many new examples and practical exercises based on recent versions of real-world survey data sets. Although the authors continue to use Stata for most examples in the text, they also continue to offer SAS, SPSS, SUDAAN, R, WesVar, IVEware, and Mplus software code for replicating the examples on the book's updated website.
目次
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
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