APPLIED SURVEY DATA ANALYSIS

This book is written as a guide to the applied statistical analysis and interpretation of survey data. The motivation for this text lies in years of teaching graduate courses in applied methods for survey data analysis and extensive consultation with social and physical scientists, educators, medical researchers, and public health professionals on best methods for approaching specific analysis questions using survey data.

CONTENTS

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

Appendix A: Software Overview
References

Páginas : 487
Peso : 3mb.
Formato : PDF.
Edición : Primera
Año de Publicación :2010
ISBN : 978-1420080667
Editorial : Chapman and Hall
Autor:Steven G. Heeringa

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