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Applied survey data analysis

By: Heeringa, Steven G.
Contributor(s): West, Brady T [Co author] | Berglund, Patricia A [Co author].
Material type: materialTypeLabelBookSeries: Chapman & Hall/CRC statistics in the social and behavioral sciences series. Publisher: Florida CRC Press 2017Edition: 2nd.Description: xxii, 568p. With index.ISBN: 9781498761604.Subject(s): Social surveys--statistical methods | Social sciences | Social surveys--data processingDDC classification: 001.422 Summary: 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. https://www.crcpress.com/Applied-Survey-Data-Analysis/Heeringa-West-Berglund/p/book/9781498761604
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Table of Contents

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

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.

https://www.crcpress.com/Applied-Survey-Data-Analysis/Heeringa-West-Berglund/p/book/9781498761604

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