Applied survey data analysis
Heeringa, Steven, 1953-
Applied survey data analysis [electronic resource] / Steven G. Heeringa, Brady West, and Patricia A. Berglund. - Boca Raton : Taylor & Francis, 2010. - xix, 467 p. : ill. - Chapman & Hall/CRC statistics in the social and behavioral sciences ; 8 . - Statistics in the social and behavioral sciences series ; 8. .
Includes bibliographical references and index.
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.
Mode of access: World Wide Web.
9781420080674 (ebook : PDF)
Social sciences--Statistics.
Social surveys--Statistical methods.
Electronic books.
Applied survey data analysis [electronic resource] / Steven G. Heeringa, Brady West, and Patricia A. Berglund. - Boca Raton : Taylor & Francis, 2010. - xix, 467 p. : ill. - Chapman & Hall/CRC statistics in the social and behavioral sciences ; 8 . - Statistics in the social and behavioral sciences series ; 8. .
Includes bibliographical references and index.
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.
Mode of access: World Wide Web.
9781420080674 (ebook : PDF)
Social sciences--Statistics.
Social surveys--Statistical methods.
Electronic books.