Title:
Quantitative data analysis : doing social research to test ideas
Author:
Treiman, Donald J.
ISBN:
9780470380031
Personal Author:
Edition:
1st ed.
Publication Information:
San Francisco, Calif. : Jossey-Bass, c2009.
Physical Description:
xxxii, 443 p. : ill. ; 24 cm.
Series:
Research methods for the social sciences
General Note:
Formerly CIP.
Contents:
1. Cross-Tabulations -- 2. More on Tables -- 3. Still More on Tables -- 4. On the Manipulation of Data by Computer -- 5. Introduction to Correlation and Regression (Ordinary Least Squares) -- 6. Introduction to Multiple Correlation and Regression (Ordinary Least Squares) -- 7. Multiple Regression Tricks: Techniques for Handling Special Analytic Problems -- 8. Multiple Imputation of Missing Data -- 9. Sample Design and Survey Estimation -- 10. Regression Diagnostics -- 11. Scale Construction -- 12. Log-Linear Analysis -- 13. Binomial Logistic Regression -- 14. Multinomial and Ordinal Logistic Regression and Tobit Regression -- 15. Improving Causal Inference: Fixed Effects and Random Effects Modeling -- 16. Final Thoughts and Future Directions: Research Design and Interpretation Issues -- App. A. Data Descriptions and Download locations for the Data Used in This Book -- App. B. Survey Estimation with the General Social Survey.
Title Subject:
Electronic Access:
Table of contents only http://www.loc.gov/catdir/toc/ecip0827/2008038229.html