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Two-stage least squares estimation of average causal effects in models with variable treatment intensity
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Angrist, Joshua D. and Guido W. Imbens. 1995. "Two-Stage Least Squares Estimation of Average Causal Effects in Models With Variable Treatment Intensity." Journal of the American Statistical Association 90:431-42.
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Journal of the American Statistical Association
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Angrist, J.D.1
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A simulation study to evaluate the performance of model-based multiple imputations in NCHS health examination surveys
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Ezzati-Rice, Trena M., Wayne Johnson, Meena Khare, Roderick J. A. Little, Donald B. Rubin, and Joseph L. Schafer. 1995. "A Simulation Study to Evaluate the Performance of Model-Based Multiple Imputations in NCHS Health Examination Surveys." Pp. 257-66 in Proceedings of the Bureau of the Census Annual Research Conference.
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Ezzati-Rice, T.M.1
Johnson, W.2
Khare, M.3
Little, R.J.A.4
Rubin, D.B.5
Schafer, J.L.6
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6
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0040630187
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Effectiveness of school choice: The Milwaukee experiment
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Greene, Jay P., Paul E. Peterson, and Jiangtao Du. 1996. "Effectiveness of School Choice: The Milwaukee Experiment." Madison Review 2.
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Greene, J.P.1
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Choosing among alternative nonexperimental methods for estimating the impact of social programs: The case of manpower training
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Heckman, James J. and Joseph V. Hotz. 1989. "Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training (With Discussion)." Journal of the American Statistical Association 84:862-80.
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Heckman, J.J.1
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8
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0040036981
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Unpublished research report, Department of Economics, Harvard University
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Hirano, Katuomi, Guido W. Imbens, Donald B. Rubin, and Andrew Zhou. 1997. "Causal Inference in Encouragement Designs With Covariates." Unpublished research report, Department of Economics, Harvard University.
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(1997)
Causal Inference in Encouragement Designs with Covariates
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Hirano, K.1
Imbens, G.W.2
Rubin, D.B.3
Zhou, A.4
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10
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84936109202
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Causal inference, path analysis, and recursive structural equation models
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_. 1988. "Causal Inference, Path Analysis, and Recursive Structural Equation Models (With Discussion)." Sociological Methodology 18:449-93.
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(1988)
Sociological Methodology
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11
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0031535102
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Bayesian inference for causal effects in randomized experiments with noncompliance
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Imbens, Guido W. and Donald B. Rubin. 1997a. "Bayesian Inference for Causal Effects in Randomized Experiments With Noncompliance." Annals of Statistics 25:305-27.
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(1997)
Annals of Statistics
, vol.25
, pp. 305-327
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Imbens, G.W.1
Rubin, D.B.2
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12
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0000694661
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Estimating outcome distributions for compliers in instrumental variables models
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_. 1997b. "Estimating Outcome Distributions for Compliers in Instrumental Variables Models." Review of Economic Studies 64:555-74.
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Review of Economic Studies
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13
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0040630186
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Significance levels from repeated p-values with multiply-imputed data
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Li, Kim-Hung, Xiao-Li Meng, Trivellore E. Raghunathan, and Donald B. Rubin. 1991. "Significance Levels From Repeated p-Values With Multiply-Imputed Data." Statistica Sinica 1:65-92.
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(1991)
Statistica Sinica
, vol.1
, pp. 65-92
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Li, K.-H.1
Meng, X.-L.2
Raghunathan, T.E.3
Rubin, D.B.4
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14
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0000265107
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Large-sample significance levels from multiply imputed data using moment-based statistics and an F reference distribution
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Li, Kim-Hung, Trivellore E. Raghunathan, and Donald B. Rubin. 1991. "Large-Sample Significance Levels From Multiply Imputed Data Using Moment-Based Statistics and an F Reference Distribution." Journal of the American Statistical Association 86:1065-73.
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(1991)
Journal of the American Statistical Association
, vol.86
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Li, K.-H.1
Raghunathan, T.E.2
Rubin, D.B.3
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18
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0002152348
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On the interpretation and observation of laws
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Pratt, John W. and Robert Schlaifer. 1988. "On the Interpretation and Observation of Laws." Journal of Econometrics 39:23-52.
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Journal of Econometrics
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Pratt, J.W.1
Schlaifer, R.2
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19
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The role of model selection in causal inference from nonexperimental data
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Robins, James M. and Sander Greenland. 1986. "The Role of Model Selection in Causal Inference From Nonexperimental Data." American Journal of Epidemiology 123:392-402.
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Robins, J.M.1
Greenland, S.2
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21
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58149417330
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Estimating causal effects of treatments in randomized and non-randomized studies
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Rubin, Donald B. 1974. "Estimating Causal Effects of Treatments in Randomized and Non-Randomized Studies." Journal of Educational Psychology 66:688-701.
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(1974)
Journal of Educational Psychology
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Rubin, D.B.1
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22
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Bayesian inference for causality: The importance of randomization
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_. 1975. "Bayesian Inference for Causality: The Importance of Randomization." Pp. 233-39 in ASA Proceedings of Social Statistics.
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ASA Proceedings of Social Statistics
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23
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Inference and missing data
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_. 1976. "Inference and Missing Data." Biometrika 63:581-90.
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24
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Assignment to treatment groups on the basis of a covariate
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_. 1977. "Assignment to Treatment Groups on the Basis of a Covariate." Journal of Educational Statistics 2:1-26.
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Journal of Educational Statistics
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25
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Multiple imputations in sample surveys: A phenomenological Bayesian approach to nonresponse (C/R: P29-34)
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_. 1978. "Multiple Imputations in Sample Surveys: A Phenomenological Bayesian Approach to Nonresponse (C/R: P29-34)." Pp. 20-28 in ASA Proceedings of Survey Research Methods.
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27
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Comment: Neyman (1923) and causal inference in experiments and observational studies
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_. 1990. "Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies." Statistical Science 5:472-80.
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29
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Interval estimation from multiply-imputed data: A case study using census agriculture industry codes
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Rubin, Donald B. and Nathaniel Schenker. 1987. "Interval Estimation From Multiply-Imputed Data: A Case Study Using Census Agriculture Industry Codes." Journal of Official Statistics 3:375-87.
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Journal of Official Statistics
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An introduction to causal inference
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Sobel, Michael E. 1996. "An Introduction to Causal Inference." Sociological Methods and Research 24:353-79.
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