Propensity Score Matching to Extract Latent Experiments from Nonexperimental Data: A Case Study

作者: Ben B. Hansen

DOI: 10.1007/978-1-4419-9389-2_9

关键词:

摘要: During the 1995–1996 academic year, investigators from College Board surveyed a random sample of high school junior and senior SAT® takers to probe how they had prepared for SAT. Among other questions, students were asked whether taken extracurricular test-preparation classes. Some 12% respondents said that had; comparison these students’ SAT scores those remaining 88% comprised observational study reported by Powers Rock (1999).

参考文章(42)
Paul R. Rosenbaum, A Characterization of Optimal Designs for Observational Studies Journal of the royal statistical society series b-methodological. ,vol. 53, pp. 597- 610 ,(1991) , 10.1111/J.2517-6161.1991.TB01848.X
W. G. Cochran, S. Paul Chambers, The Planning of Observational Studies of Human Populations Journal of the Royal Statistical Society: Series A (General). ,vol. 128, pp. 234- 255 ,(1965) , 10.2307/2344179
Paul R. Rosenbaum, Design of Observational Studies ,(2010)
David Ruppert, M. P. Wand, R. J. Carroll, Semiparametric Regression: Example Index ,(2003) , 10.1017/CBO9780511755453
P.R. Rosenbaum, Observational Studies: Overview International Encyclopedia of the Social & Behavioral Sciences (Second Edition). pp. 10808- 10815 ,(2001) , 10.1016/B0-08-043076-7/00483-6
Paul R. Rosenbaum, J. Angrist, G. Imbens, Jennifer Hill, James M. Robins, Paul R. Rosenbaum, Covariance Adjustment in Randomized Experiments and Observational Studies Statistical Science. ,vol. 17, pp. 286- 327 ,(2002) , 10.1214/SS/1042727942
Donald B. Rubin, Statistics and Causal Inference: Comment: Which Ifs Have Causal Answers Journal of the American Statistical Association. ,vol. 81, pp. 961- ,(1986) , 10.2307/2289065
Donald B. Rubin, Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies Journal of the American Statistical Association. ,vol. 74, pp. 318- 328 ,(1979) , 10.1080/01621459.1979.10482513
Paul W. Holland, Statistics and Causal Inference Journal of the American Statistical Association. ,vol. 81, pp. 945- 960 ,(1986) , 10.1080/01621459.1986.10478354