Applied survey data analysis [electronic resource] / Steven G. Heeringa, Brady West, and Patricia A. Berglund.

By:

Heeringa, Steven, 1953-

Contributor(s):

Material type:

TextSeries: Statistics in the social and behavioral sciences series ; 8.Publication details: Boca Raton : Taylor & Francis, 2010.Description: xix, 467 p. : illISBN:

9781420080674 (ebook : PDF)

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Genre/Form:

Electronic books.

Additional physical formats: No titleOnline resources:

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Also available in print edition.

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.

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