Model-based direct adjustment

Journal of the American Statistical Association

Volumn 82, Issue 398, 1987, Pages 387-394

  Rosenbaum, Paul R ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Conditional inference; Poststratification; Propensity scores; Standardization

Indexed keywords

EID: 0000157861     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.1987.10478441     Document Type: Article

References (31)

1. Cochran, W. G. (1968), “The Effectiveness of Adjustment by Subclassification in Removing Bias in Observational Studies,” Biometrics, 24, 295–313.
2. —— (1977), Sampling Techniques, New York: John Wiley.
3. Coffman, W. E. (1971), “Essay Examinations,” in Educational Measurement, ed. R. L. Thorndike, Washington, DC: American Council on Education, pp. 271–302.
4. Cox, D. R. (1970), The Analysis of Binary Data, London: Methuen.
5. Dawid, A. P. (1976), “Properties of Diagnostic Data Distributions,” Biometrics, 32, 647–658.
6. —— (1979), “Conditional Independence in Statistical Theory” (with discussion), Journal of the Royal Statistical Society, Ser. B, 41, 1–32.
7. Fleiss, J. L. (1981), Statistical Methods for Rates and Proportions (2nd ed.), New York: John Wiley.
8. Haberman, S. (1974), The Analysis of Frequency Data, Chicago: Chicago University Press.
9. Holt, D., and Smith, T. M. F. (1979), “Post Stratification,” Journal of the Royal Statistical Society, Ser. A, 142, 33–46.
10. Horvitz, D. G., and Thompson, D. J. (1952), “A Generalization of Sampling Without Replacement From a Finite Universe,” Journal of the American Statistical Association, 47, 663–685.
11. Little, R. J. A. (1982), “Models for Nonresponse in Sample Surveys,” Journal of the American Statistical Association, 77, 237–250.
12. —— (1984), “Survey Nonresponse Adjustments,” in Proceedings of the Section on Survey Research Methods, American Statistical Association, pp. 1–10.
13. Mosteller, F., and Tukey, J. (1977), Data Analysis and Regression, Reading, MA: Addison-Wesley.
14. Oh, H. L., and Scheuren, F. J. (1983), “Weighting Adjustment for Unit Nonresponse,” in Incomplete Data in Sample Surveys (Vol. 2), eds. W. Madow, I. Olkin, and D. B. Rubin, New York: Academic Press, pp. 143–184.
15. Rao, C. R. (1973), Linear Statistical Inference and Its Applications, New York: John Wiley.
16. Rosenbaum, P. R. (1984a), “Conditional Permutation Tests and the Propensity Score in Observational Studies,” Journal of the American Statistical Association, 79, 565–574.
17. —— (1984b), “The Consequences of Adjustment for a Concomitant Variable That Has Been Affected by the Treatment,” Journal of the Royal Statistical Society, Ser. A, 147, Part 5, 656–666.
18. —— (1984c), “From Association to Causation in Observational Studies: The Role of Tests of Strongly Ignorable Treatment Assignment,” Journal of the American Statistical Association, 79, 41–48.
19. —— (1984d), “Testing the Conditional Independence and Monotonicity Assumptions of Item Response Theory,” Psychometrika, 49, 425–436.
20. —— (1985), “Comparing Distributions of Item Responses for Two Groups,” British Journal of Mathematical and Statistical Psychology, 38, 206–215.
21. Rosenbaum, P. R., and Rubin, D. B. (1983a), “The Central Role of the Propensity Score in Observational Studies for Casual Effects,” Biometrika, 70, 41–55.
22. —— (1983b), “Assessing Sensitivity to an Unobserved Binary Co-variate in an Observational Study With Binary Outcome,” Journal of the Royal Statistical Society, Ser. B, 45, 212–218.
23. —— (1984), “Reducing Bias in Observational Studies Using Subclassification of the Propensity Score,” Journal of the American Statistical Association, 79, 516–524.
24. —— (1985), “Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score,” The American Statistician, 39, 33–38.
25. Rubin, D. B. (1976), “Inference and Missing Data,” Biometrika, 63, 581–592.
26. —— (1977), “Assignment to Treatment Group on the Basis of a Co-variate,” Journal of Educational Statistics, 2, 1–26.
27. —— (1978), “Bayesian Inference for Casual Effects: The Role of Randomization,” The Annals of Statistics, 6, 34–58.
28. —— (1983), Comment on “An Evaluation of Model-Dependent and Probability-Sampling Inferences in Sample Surveys,” by M. H. Hansen, W. G. Madow, and B. J. Tepping, Journal of the American Statistical Association, 78, 803–805.
29. —— (1984), Comment on “Graphical Methods for Assessing Logistic Regression Models,” by J. M. Landwehr, D. Pregibon, and A. C. Shoemaker, Journal of the American Statistical Association, 79, 7980.
30. Smith, T. M. F. (1983), “On the Validity of Inference From Non-random Samples,” Journal of the Royal Statistical Society, Ser. A, 146, 394–403.
31. Tukey, J. W. (1977), Exploratory Data Analysis, Reading, MA: Addison- Wesley.