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Volumn 98, Issue 462, 2003, Pages 299-323

Principal stratification approach to broken randomized experiments: A case study of school choice vouchers in New York City

Author keywords

Causal inference; Missing data; Noncompliance; Pattern mixture models; Principal stratification; Rubin causal model; School choice

Indexed keywords


EID: 0041743094     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214503000071     Document Type: Article
Times cited : (184)

References (53)
  • 3
    • 0041741358 scopus 로고    scopus 로고
    • School choice in NY city: A Bayesian analysis of an imperfect randomized experiment
    • eds. Gatsonis, C., Kass, R. E., Carlin, B., Cariiguiry, A., Gelman, A., Verdinelli, I., West, M. New York: Springer-Verlag
    • Barnard, J., Frangakis, C., Hill, J. L., and Rubin, D. B. (2002), "School Choice in NY City: A Bayesian Analysis of an Imperfect Randomized Experiment," in Case Studies in Bayesian Statistics, vol. V, eds. Gatsonis, C., Kass, R. E., Carlin, B., Cariiguiry, A., Gelman, A., Verdinelli, I., West, M. New York: Springer-Verlag, pp. 3-97.
    • (2002) Case Studies in Bayesian Statistics , vol.5 , pp. 3-97
    • Barnard, J.1    Frangakis, C.2    Hill, J.L.3    Rubin, D.B.4
  • 5
    • 0003575423 scopus 로고
    • San Francisco: Jossey-Bass
    • Carnegie Foundation for the Advancement of Teaching (1992), School Choice: A Special Report, San Francisco: Jossey-Bass.
    • (1992) School Choice: A Special Report
  • 14
    • 0000741850 scopus 로고    scopus 로고
    • Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes
    • Frangakis, C. E., and Rubin, D. B. (1999), "Addressing Complications of Intention-to-Treat Analysis in the Combined Presence of All-or-None Treatment-Noncompliance and Subsequent Missing Outcomes," Biometrika, 86, 365-380.
    • (1999) Biometrika , vol.86 , pp. 365-380
    • Frangakis, C.E.1    Rubin, D.B.2
  • 15
    • 0035000039 scopus 로고    scopus 로고
    • Addressing the idiosyncrasy in estimating survival curves using double-sampling in the presence of self-selected right censoring
    • _ (2001), "Addressing the Idiosyncrasy in Estimating Survival Curves Using Double-Sampling in the Presence of Self-Selected Right Censoring" (with discussion), Biometrics, 57, 333-353.
    • (2001) Biometrics , vol.57 , pp. 333-353
  • 16
    • 0036188782 scopus 로고    scopus 로고
    • Principal stratification in causal inference
    • _ (2002), "Principal Stratification in Causal Inference," Biometrics, 58, 20-29.
    • (2002) Biometrics , vol.58 , pp. 20-29
  • 17
    • 0012740627 scopus 로고    scopus 로고
    • Clustered encouragement design with individual noncompliance: Bayesian inference and application to advance directive forms
    • Frangakis, C. E., Rubin, D. B., and Zhou, X. H. (2002a), "Clustered Encouragement Design With Individual Noncompliance: Bayesian Inference and Application to Advance Directive Forms" (with discussion), Biostatistics, 3, 147-164.
    • (2002) Biostatistics , vol.3 , pp. 147-164
    • Frangakis, C.E.1    Rubin, D.B.2    Zhou, X.H.3
  • 18
    • 4243874333 scopus 로고    scopus 로고
    • Methodology for evaluating a partially controlled longitudinal treatment using principal stratification. With application to a needle exchange program
    • Johns Hopkins University, Dept. of Biostatistics
    • Frangakis, C. E., Brookmeyer, R. S., Varadhan, R., Mahboobeh, S., Vlahov, D., and Strathdee, S. A. (2002b), "Methodology for Evaluating a Partially Controlled Longitudinal Treatment Using Principal Stratification. With Application to a Needle Exchange Program," Technical Report NEP-06-02, Johns Hopkins University, Dept. of Biostatistics.
    • (2002) Technical Report , vol.NEP-06-02
    • Frangakis, C.E.1    Brookmeyer, R.S.2    Varadhan, R.3    Mahboobeh, S.4    Vlahov, D.5    Strathdee, S.A.6
  • 21
    • 25444484077 scopus 로고    scopus 로고
    • Posterior predictive assessment of model fitness via realized discrepancies (Disc: P760-807)
    • Gelman, A., Meng, X.-L., and Stern, H. (1996), "Posterior Predictive Assessment of Model Fitness via Realized Discrepancies (Disc: P760-807)," Statistica Sinica, 6, 733-760.
    • (1996) Statistica Sinica , vol.6 , pp. 733-760
    • Gelman, A.1    Meng, X.-L.2    Stern, H.3
  • 22
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman, A., and Rubin, D. B. (1992), "Inference from Iterative Simulation Using Multiple Sequences" (with discussion), Statistical Science, 7, 457-472.
    • (1992) Statistical Science , vol.7 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 23
    • 21144481276 scopus 로고
    • Multiple imputation in mixture models for nonignorable nonresponse with follow-ups
    • Glynn, R. J., Laird, N. M., and Rubin, D. B. (1993), "Multiple Imputation in Mixture Models for Nonignorable Nonresponse With Follow-Ups," Journal of the American Statistical Association, 88, 984-993.
    • (1993) Journal of the American Statistical Association , vol.88 , pp. 984-993
    • Glynn, R.J.1    Laird, N.M.2    Rubin, D.B.3
  • 24
    • 79952630220 scopus 로고
    • The causal analysis of cognitive outcomes in the Coleman. Hoffer, and Kilgore Report
    • Goldberger, A. S., and Cain, G. G. (1982), "The Causal Analysis of Cognitive Outcomes in the Coleman. Hoffer, and Kilgore Report," Sociology of Education, 55, 103-122.
    • (1982) Sociology of Education , vol.55 , pp. 103-122
    • Goldberger, A.S.1    Cain, G.G.2
  • 25
    • 0002011245 scopus 로고
    • The statistical implications of a system of simultaneous equations
    • Haavelmo, T. (1943), "The Statistical Implications of a System of Simultaneous Equations," Econometrica, 11, 1-12.
    • (1943) Econometrica , vol.11 , pp. 1-12
    • Haavelmo, T.1
  • 26
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • Hastings, W. (1970), "Monte Carlo Sampling Methods Using Markov Chains and Their Applications," Biometrika, 57, 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.1
  • 27
    • 0010672410 scopus 로고    scopus 로고
    • The design of the New York school choice scholarship program evaluation
    • ed. L. Bickman, Newbury Park, CA: Sage Publications
    • Hill, J. L., Rubin, D. B., and Thomas, N. (2000), "The Design of the New York School Choice Scholarship Program Evaluation," in Donald Campbell's Legacy, ed. L. Bickman, Newbury Park, CA: Sage Publications.
    • (2000) Donald Campbell's Legacy
    • Hill, J.L.1    Rubin, D.B.2    Thomas, N.3
  • 28
    • 0002765045 scopus 로고    scopus 로고
    • Assessing the effect of an influenza vaccine in an encouragement design
    • Hirano, K., Imbens, G. W., Rubin, D. B., and Zhou, A. (2000), "Assessing the Effect of an Influenza Vaccine in an Encouragement Design," Biostatistics, 1, 69-88.
    • (2000) Biostatistics , vol.1 , pp. 69-88
    • Hirano, K.1    Imbens, G.W.2    Rubin, D.B.3    Zhou, A.4
  • 30
    • 0001566850 scopus 로고
    • Identification and estimation of local average treatment effects
    • Imbens, G. W., and Angrist, J. D. (1994), "Identification and Estimation of Local Average Treatment Effects," Econometrica, 62, 467-476.
    • (1994) Econometrica , vol.62 , pp. 467-476
    • Imbens, G.W.1    Angrist, J.D.2
  • 31
    • 0031535102 scopus 로고    scopus 로고
    • Bayesian inference for causal effects in randomized experiments with noncompliance
    • Imbens, G. W., and Rubin, D. B. (1997), "Bayesian Inference for Causal Effects in Randomized Experiments With Noncompliance," The Annals of Statistics, 25, 305-327.
    • (1997) The Annals of Statistics , vol.25 , pp. 305-327
    • Imbens, G.W.1    Rubin, D.B.2
  • 32
    • 0032364199 scopus 로고    scopus 로고
    • Educational vouchers: Effectiveness, choice, and costs
    • Levin, H. M. (1998), "Educational Vouchers: Effectiveness, Choice, and Costs," Journal of Policy Analysis and Management, 17, 373-392.
    • (1998) Journal of Policy Analysis and Management , vol.17 , pp. 373-392
    • Levin, H.M.1
  • 34
    • 0029995115 scopus 로고    scopus 로고
    • Pattern-mixture models for multivariate incomplete data with covariates
    • _ (1996), "Pattern-Mixture Models for Multivariate Incomplete Data With Covariates," Biometrics, 52, 98-111.
    • (1996) Biometrics , vol.52 , pp. 98-111
  • 36
    • 0042742904 scopus 로고    scopus 로고
    • Posterior predictive p values
    • Meng, X. L. (1996), "Posterior Predictive p Values," The Annals of Statistics, 22, 1142-1160.
    • (1996) The Annals of Statistics , vol.22 , pp. 1142-1160
    • Meng, X.L.1
  • 37
    • 0041048934 scopus 로고    scopus 로고
    • The effects of catholic secondary schooling on educational achievement
    • Neal, D. (1997), "The Effects of Catholic Secondary Schooling on Educational Achievement,' Journal of Labor Economics, 15, 98-123.
    • (1997) Journal of Labor Economics , vol.15 , pp. 98-123
    • Neal, D.1
  • 40
    • 0040986255 scopus 로고    scopus 로고
    • The effects of school choice in New York City
    • eds. S. E. Mayer and P. E. Peterson, Washington, DC: Brookings Institute Press
    • Peterson, P. E., Myers, D. E., Howell, W. G., and Mayer, D. P. (1999), "The Effects of School Choice in New York City," in Earning and Learning; How Schools Matter, eds. S. E. Mayer and P. E. Peterson, Washington, DC: Brookings Institute Press.
    • (1999) Earning and Learning; How Schools Matter
    • Peterson, P.E.1    Myers, D.E.2    Howell, W.G.3    Mayer, D.P.4
  • 41
    • 1542637615 scopus 로고    scopus 로고
    • Estimation of the causal effect of a time-varying exposure on the marginal mean of a repeated binary outcome
    • Robins, J. M., Greenland, S., and Hu, F.-C. (1999). "Estimation of the Causal Effect of a Time-Varying Exposure on the Marginal Mean of a Repeated Binary Outcome" (with discussion). Journal of the American Statistical Association, 94, 687-712.
    • (1999) Journal of the American Statistical Association , vol.94 , pp. 687-712
    • Robins, J.M.1    Greenland, S.2    Hu, F.-C.3
  • 42
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P. R., and Rubin, D. B. (1983), "The Central Role of the Propensity Score in Observational Studies for Causal Effects," Biometrika, 70, 41-55.
    • (1983) Biometrika , vol.70 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 43
    • 58149417330 scopus 로고
    • Estimating causal effects of treatments in randomized and non-randomized studies
    • Rubin, D. B. (1974), "Estimating Causal Effects of Treatments in Randomized and Non-Randomized Studies," Journal of Educational Psychology, 66, 688-701.
    • (1974) Journal of Educational Psychology , vol.66 , pp. 688-701
    • Rubin, D.B.1
  • 44
    • 0001599001 scopus 로고
    • Assignment to treatment groups on the basis of a covariate
    • _ (1977), "Assignment to Treatment Groups on the Basis of a Covariate," Journal of Educational Statistics, 2, 1-26.
    • (1977) Journal of Educational Statistics , vol.2 , pp. 1-26
  • 45
    • 0002531157 scopus 로고
    • Bayesian inference for causal effects: The role of randomization
    • _ (1978a), "Bayesian Inference for Causal Effects: The Role of Randomization," The Annals of Statistics, 6, 34-58.
    • (1978) The Annals of Statistics , vol.6 , pp. 34-58
  • 46
    • 0002608867 scopus 로고
    • Multiple imputations in sample surveys: A phenomenological bayesian approach to nonresponse (C/R: P29-34)
    • American Statistical Association
    • _ (1978b), "Multiple Imputations in Sample Surveys: A Phenomenological Bayesian Approach to Nonresponse (C/R: P29-34)," in Proceedings of the Survey Research Methods Section, American Statistical Association, pp. 20-28.
    • (1978) Proceedings of the Survey Research Methods Section , pp. 20-28
  • 47
    • 85144841000 scopus 로고
    • Using multivariate matched sampling and regression adjustment to control bias in observational studies
    • _ (1979), "Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies," Journal of the American Statistical Association, 74, 318-328.
    • (1979) Journal of the American Statistical Association , vol.74 , pp. 318-328
  • 48
    • 84950657856 scopus 로고
    • Comments on "randomization analysis of experimental data: The fisher randomization test
    • _ (1980). Comments on "Randomization Analysis of Experimental Data: The Fisher Randomization Test," Journal of the American Statistical Association. 75, 591-593.
    • (1980) Journal of the American Statistical Association , vol.75 , pp. 591-593
  • 49
    • 0000439370 scopus 로고
    • Bayesianly justifiable and relevant frequency calculations for the applied statistician
    • _ (1984), "Bayesianly Justifiable and Relevant Frequency Calculations for the Applied Statistician," The Annals of Statistics, 12, 1151-1172.
    • (1984) The Annals of Statistics , vol.12 , pp. 1151-1172
  • 50
    • 84972506931 scopus 로고
    • Comment: Neyman (1923) and causal inference in experiments and observational studies
    • _ (1990), "Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies," Statistical Science, 5, 472-480.
    • (1990) Statistical Science , vol.5 , pp. 472-480
  • 51
    • 0018962999 scopus 로고
    • Influence of adherence to treatment and response of cholesterol on mortality in the coronary drug project
    • The Coronary Drug Project Research Group (1980), "Influence of Adherence to Treatment and Response of Cholesterol on Mortality in the Coronary Drug Project," New England Journal of Medicine, 303, 1038-1041.
    • (1980) New England Journal of Medicine , vol.303 , pp. 1038-1041
  • 52
    • 0006794460 scopus 로고
    • Determination and interpretation of supply curves: An example
    • eds. D. Hendry and M. Morgan, Cambridge, U.K: Cambridge University Press
    • Tinbergen, J. (1930), "Determination and Interpretation of Supply Curves: An Example," in The Foundations of Econometric Analysis, eds. D. Hendry and M. Morgan, Cambridge, U.K: Cambridge University Press.
    • (1930) The Foundations of Econometric Analysis
    • Tinbergen, J.1
  • 53
    • 0002056573 scopus 로고
    • Catholic school effect on academic achievement: New evidence from the high school and beyond follow-up study
    • Wilms, D. J. (1985), "Catholic School Effect on Academic Achievement: New Evidence From the High School and Beyond Follow-Up Study," Sociology of Education, 58, 98-114.
    • (1985) Sociology of Education , vol.58 , pp. 98-114
    • Wilms, D.J.1


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