An empirical evaluation of the predictive mean matching method for imputing missing values

Sociological Methods and Research

Volumn 26, Issue 1, 1997, Pages 3-33

  Landerman, Lawrence R ^a   Land, Kenneth C ^b   Pieper, Carl F ^b  

^a DUKE UNIVERSITY MEDICAL CENTER   (United States)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0031502914     PISSN: 00491241     EISSN: None     Source Type: Journal    
DOI: 10.1177/0049124197026001001     Document Type: Article

References (17)

1. Berk, Richard A. 1983. "An Introduction to Sample Selection Bias in Sociological Data." American Sociological Review 48:386-98.
2. Cohen, Jacob and Patricia Cohen. 1975. Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences. New York: John Wiley.
3. Cornoni-Huntley, Joan, Dan G. Blazer, Dwight B. Brock, and Mary E. Farmer, eds. 1990. Established Populations for Epidemiological Studies of the Elderly: Volume II.3. Public Health Service. NIH Publication No. 90-495. Washington, DC: National Institute of Health.
4. David, Martin, Roderick J. A. Little, Michael E. Samuel, and Robert K. Triest. 1986. "Alternative Methods for CPS Income Imputation." Journal of the American Statistical Association 81:29-41.
5. Duncan, Otis Dudley. 1975. Introduction to Structural Equation Models. New York: Academic Press.
6. Hodge, Robert W., Paul M. Siegal, and Peter H. Rossi. 1964. "Occupational Prestige in the United States, 1925-63." American Journal of Sociology 70:286-302.
7. Kalton, Graham. 1983. Compensating for Missing Survey Data. Ann Arbor, MI: Survey Research Center.
8. Kalton, Graham and Daniel Kasprzyk. 1986. "The Treatment of Missing Survey Data." Survey Methodology 12:1-16.
9. Kalton, Graham and Leslie Kish. 1984. "Some Efficient Random Imputation Methods." Communications in Statistics: Theory and Methods 13(16):1919-39.
10. Little, Roderick J. A. 1986. "Missing Data in Census Bureau Surveys." Pp. 442-54 in Proceedings of the Second Annual Census Bureau Research Conference. Washington, DC: U.S. Department of Commerce, Bureau of the Census.
11. Little, Roderick J. A. and Donald B. Rubin. 1987. Statistical Analysis With Missing Data. New York: John Wiley.
12. Mosteller, Frederick and John W. Tukey. 1977. Data Analysis and Regression. Reading, MA: Addison-Wesley.
13. Neter, John, William Wasserman, and Michael H. Kutner. 1989. Applied Linear Regression Analysis. 2d ed. Homewood, IL: Irwin.
14. Rubin, Donald B. 1986. "Basic Ideas of Multiple Imputation for Nonresponse." Survey Methodology 12:37-47.
15. _. 1987. Multiple Imputation for Nonresponse in Surveys. New York: John Wiley.
16. Rubin, Donald B. and Nathaniel Schenker. 1986. "Multiple Imputation for Interval Estimation From Simple Random Samples With Ignorable Nonresponse." Journal of the American Statistical Association 81:366-74.
17. Weisberg, Sanford. 1985. Applied Linear Regression. New York: John Wiley.