-
1
-
-
84922353689
-
Two-stage least squares estimation of average causal effects in models with variable treatment intensity
-
Angrist, J. D., & Imbens, G. W. (1995). Two-stage least squares estimation of average causal effects in models with variable treatment intensity. Journal of the American Statistical Association, 90, 431-442.
-
(1995)
Journal of the American Statistical Association
, vol.90
, pp. 431-442
-
-
Angrist, J.D.1
Imbens, G.W.2
-
2
-
-
0346880128
-
Identification of causal effects using instrumental variables
-
Angrist, J. D., Imbens, G. W., & Rubin, D. B. (1996). Identification of causal effects using instrumental variables. Journal of the American Statistical Association, 91, 444-455.
-
(1996)
Journal of the American Statistical Association
, vol.91
, pp. 444-455
-
-
Angrist, J.D.1
Imbens, G.W.2
Rubin, D.B.3
-
3
-
-
84970443047
-
Accounting for no-shows in experimental evaluation designs
-
Bloom, H. S. (1984). Accounting for no-shows in experimental evaluation designs. Evaluation Review, 8, 225-246.
-
(1984)
Evaluation Review
, vol.8
, pp. 225-246
-
-
Bloom, H.S.1
-
5
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
Dempster, A., Laird, N., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society. Series B, 39, 1-38.
-
(1977)
Journal of the Royal Statistical Society. Series B
, vol.39
, pp. 1-38
-
-
Dempster, A.1
Laird, N.2
Rubin, D.B.3
-
7
-
-
0034861793
-
Compliance sub-sampling designs for comparative research: Estimation and optimal planning
-
Frangakis, C. E., & Baker, D. B. (2001). Compliance sub-sampling designs for comparative research: Estimation and optimal planning. Biometrics, 57, 889-907.
-
(2001)
Biometrics
, vol.57
, pp. 889-907
-
-
Frangakis, C.E.1
Baker, D.B.2
-
8
-
-
0000741850
-
Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes
-
Frangakis, C. E., & 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, 365-379.
-
(1999)
Biometrika
, vol.86
, pp. 365-379
-
-
Frangakis, C.E.1
Rubin, D.B.2
-
9
-
-
0008603693
-
Analyzing clustered encouragement design: The central role of modeling
-
Alexandria, VA: American Statistical Association
-
Frangakis, C. E., Rubin, D. B., & Zhou, X. H. (1998). Analyzing clustered encouragement design: The central role of modeling. In American Statistical Association, Proceedings of the Biometrics Section (pp. 71-79). Alexandria, VA: American Statistical Association.
-
(1998)
American Statistical Association, Proceedings of the Biometrics Section
, pp. 71-79
-
-
Frangakis, C.E.1
Rubin, D.B.2
Zhou, X.H.3
-
10
-
-
0040321422
-
Clustered encouragement design with individual noncompliance: Bayesian inference and application to advance directive forms
-
in press
-
Frangakis, C. E., Rubin, D. B., & Zhou, X. H. (in press). Clustered encouragement design with individual noncompliance: Bayesian inference and application to advance directive forms. Biostatistics.
-
Biostatistics
-
-
Frangakis, C.E.1
Rubin, D.B.2
Zhou, X.H.3
-
11
-
-
0030335969
-
Causal inference in a placebo-controlled clinical trial with binary outcome and ordered compliance
-
Goetghebeur, E., & Molenberghs, G. (1996). Causal inference in a placebo-controlled clinical trial with binary outcome and ordered compliance. Journal of the American Statistical Association, 91, 928-934.
-
(1996)
Journal of the American Statistical Association
, vol.91
, pp. 928-934
-
-
Goetghebeur, E.1
Molenberghs, G.2
-
12
-
-
0002765045
-
Assessing the effect of an influenza vaccine in an encouragement design
-
Hirano, K., Imbens, G. W., Rubin, D. B., & Zhou, X. H. (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, X.H.4
-
14
-
-
84936109202
-
Causal inference, path analysis, and recursive structural equation models
-
Holland, P. W. (1988). Causal inference, path analysis, and recursive structural equation models. Sociological Methodology, 18, 449-484.
-
(1988)
Sociological Methodology
, vol.18
, pp. 449-484
-
-
Holland, P.W.1
-
15
-
-
0033202279
-
Proximal impact of two first-grade preventive interventions on the early risk behaviors for later substance abuse, depression and antisocial behavior
-
Ialongo, N. S. Werthamer, L., Kellam, S. G., Brown, C. H., Wang, S., & Lin, Y. (1999). Proximal impact of two first-grade preventive interventions on the early risk behaviors for later substance abuse, depression and antisocial behavior. American Journal of Community Psychology, 27, 599-642.
-
(1999)
American Journal of Community Psychology
, vol.27
, pp. 599-642
-
-
Ialongo, N.S.1
Werthamer, L.2
Kellam, S.G.3
Brown, C.H.4
Wang, S.5
Lin, Y.6
-
16
-
-
0001566850
-
Identification and estimation of local average treatment effects
-
Imbens, G. W., & Angrist, J. (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.2
-
17
-
-
0031535102
-
Bayesian inference for causal effects in randomized experiments with noncompliance
-
Imbens, G. W., & Rubin, D. B. (1997). Bayesian inference for causal effects in randomized experiments with noncompliance. Annals of Statistics, 25, 305-327.
-
(1997)
Annals of Statistics
, vol.25
, pp. 305-327
-
-
Imbens, G.W.1
Rubin, D.B.2
-
18
-
-
85127092187
-
Estimating intervention effects with noncompliance: Alternative model specifications
-
in press-a
-
Jo, B. (in press-a). Estimating intervention effects with noncompliance: Alternative model specifications. Journal of Educational and Behavioral Statistics.
-
Journal of Educational and Behavioral Statistics
-
-
Jo, B.1
-
19
-
-
0037110525
-
Model misspecification sensitivity analysis in estimating causal effects of interventions with noncompliance
-
in press-b
-
Jo, B. (in press-b). Model misspecification sensitivity analysis in estimating causal effects of interventions with noncompliance. Statistics in Medicine.
-
Statistics in Medicine
-
-
Jo, B.1
-
20
-
-
0039729488
-
-
Unpublished manuscript
-
Jo, B., Muthén, B. O., Ialongo, N. S., & Brown, C. H. (2002). Cluster randomized trials: ML-EM estimation of treatment effects with noncompliance. Unpublished manuscript.
-
(2002)
Cluster Randomized Trials: ML-EM Estimation of Treatment Effects with Noncompliance
-
-
Jo, B.1
Muthén, B.O.2
Ialongo, N.S.3
Brown, C.H.4
-
22
-
-
0032365866
-
Statistical techniques for analyzing data from prevention trials: Treatment of no-shows using Rubin's causal model
-
Little, R. J. A., & Yau, L. H. Y. (1998). Statistical techniques for analyzing data from prevention trials: Treatment of no-shows using Rubin's causal model. Psychological Methods, 3, 147-159.
-
(1998)
Psychological Methods
, vol.3
, pp. 147-159
-
-
Little, R.J.A.1
Yau, L.H.Y.2
-
26
-
-
58149417330
-
Estimating causal effects of treatments in randomized and nonrandomized studies
-
Rubin, D. B. (1974). Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology, 66, 688-701.
-
(1974)
Journal of Educational Psychology
, vol.66
, pp. 688-701
-
-
Rubin, D.B.1
-
27
-
-
0002531157
-
Bayesian inference for causal effects: The role of randomization
-
Rubin, D. B. (1978). Bayesian inference for causal effects: The role of randomization. Annals of Statistics, 6, 34-58.
-
(1978)
Annals of Statistics
, vol.6
, pp. 34-58
-
-
Rubin, D.B.1
-
28
-
-
84950657856
-
Discussion of "Randomization analysis of experimental data in the fisher randomization test"
-
D. Basu.
-
Rubin, D. B. (1980). Discussion of "Randomization analysis of experimental data in the Fisher randomization test" by D. Basu. Journal of the American Statistical Association, 75, 591-593.
-
(1980)
Journal of the American Statistical Association
, vol.75
, pp. 591-593
-
-
Rubin, D.B.1
-
29
-
-
84972506931
-
Comment on "Neyman (1923) and causal inference in experiments and observational studies."
-
Rubin, D. B. (1990). Comment on "Neyman (1923) and causal inference in experiments and observational studies." Statistical Science, 5, 472-480.
-
(1990)
Statistical Science
, vol.5
, pp. 472-480
-
-
Rubin, D.B.1
-
33
-
-
0029245329
-
Impact of the JOBS intervention on unemployed workers varying in risk for depression
-
Vinokur, A. D., Price, R. H., & Schul, Y. (1995). Impact of the JOBS intervention on unemployed workers varying in risk for depression. American Journal of Community Psychology, 23, 39-74.
-
(1995)
American Journal of Community Psychology
, vol.23
, pp. 39-74
-
-
Vinokur, A.D.1
Price, R.H.2
Schul, Y.3
-
34
-
-
0030764330
-
Mastery and inoculation against setbacks as active ingredients in the JOBS intervention for the unemployed
-
Vinokur, A. D., & Schul, Y. (1997). Mastery and inoculation against setbacks as active ingredients in the JOBS intervention for the unemployed. Journal of Consulting and Clinical Psychology, 65, 867-877.
-
(1997)
Journal of Consulting and Clinical Psychology
, vol.65
, pp. 867-877
-
-
Vinokur, A.D.1
Schul, Y.2
-
35
-
-
0008635057
-
Causal inference and generalization in field settings: Experimental and quasi-experimental designs
-
H. T. Reis & C. M. Judd (Eds.). New York: Cambridge University Press
-
West, S. G., Biesanz, J. C., & Pitts, S. C. (2000). Causal inference and generalization in field settings: Experimental and quasi-experimental designs. In H. T. Reis & C. M. Judd (Eds.), Handbook of research methods in social and personality psychology (pp. 40-84). New York: Cambridge University Press.
-
(2000)
Handbook of Research Methods in Social and Personality Psychology
, pp. 40-84
-
-
West, S.G.1
Biesanz, J.C.2
Pitts, S.C.3
-
36
-
-
0000792287
-
Participant selection and loss in randomized experiments
-
L. Bickman (Ed.). Thousand Oaks, CA: Sage
-
West, S. G., & Sagarin, B. J. (2000). Participant selection and loss in randomized experiments. In L. Bickman (Ed.), Research design (pp. 117-154). Thousand Oaks, CA: Sage.
-
(2000)
Research Design
, pp. 117-154
-
-
West, S.G.1
Sagarin, B.J.2
-
37
-
-
0033446553
-
The estimation of causal effects from observational data
-
Palo Alto, CA: Annual Reviews
-
Winship, C., & Morgan, S. L. (1999). The estimation of causal effects from observational data. Annual review of sociology (Vol. 25, pp. 659-707). Palo Alto, CA: Annual Reviews.
-
(1999)
Annual Review of Sociology
, vol.25
, pp. 659-707
-
-
Winship, C.1
Morgan, S.L.2
-
38
-
-
1542574387
-
Inference for the complier-average causal effect from longitudinal data subject to noncompliance and missing data, with application to a job training assessment for the unemployed
-
Yau, L. H. Y., & Little, R. J. A. (2001). Inference for the complier-average causal effect from longitudinal data subject to noncompliance and missing data, with application to a job training assessment for the unemployed. Journal of the American Statistical Association, 96, 1232-1244.
-
(2001)
Journal of the American Statistical Association
, vol.96
, pp. 1232-1244
-
-
Yau, L.H.Y.1
Little, R.J.A.2
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