Missing Data, Problems and Solutions

Encyclopedia of Social Measurement

Volumn , Issue , 2004, Pages 689-694

  Pickles, Andrew ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85069291154     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B0-12-369398-5/00125-0     Document Type: Chapter

References (9)

1. Allison P.D. Missing Data 2001, Sage, Thousand Oaks, California.
2. Brick J.M., Karlton G. Handling missing data in survey research. Statist. Methods Med. Res. 1996, 5:215-238.
3. Heckman J.J. The common structure of statistical models of truncation, sample selection and limited dependent variables, and a simple estimator for such models. Ann. Econ. Social Measure. 1976, 5:475-492.
4. Jones M.P. Indicator and stratification methods for missing explanatory variables in multiple linear regression. J. Am. Statist. Assoc. 1996, 91:222-230.
5. Little R.J.A., Rubin D.B. Statistical Analysis with Missing Data 1987, Wiley, New York.
6. Little R.J.A., Rubin D.B. The analysis of social science data with missing values. Sociol. Methods Res. 1989, 18:292-326.
7. Rubin D.B. Multiple imputation after 18 years. J. Am. Statist. Assoc. 1996, 91:473-489.
8. Shafer J.L. Multiple imputation: A primer. Statist. Methods Med. Res. 1999, 8:3-15.
9. Winship C., Mare R.D. Models for sample selection bias. Annu. Rev. Sociol. 1997, 18:327-350.