-
1
-
-
33947687099
-
Estimating efficacy in a proposed randomized trial with initial and later non-compliance
-
Baker, S. G., Frangakis, C. and Lindeman, K. S. (2007) Estimating efficacy in a proposed randomized trial with initial and later non-compliance. Appl. Statist., 56, 211-221.
-
(2007)
Appl. Statist.
, vol.56
, pp. 211-221
-
-
Baker, S.G.1
Frangakis, C.2
Lindeman, K.S.3
-
2
-
-
30244508525
-
Bounds on treatment effects from studies with imperfect compliance
-
Balke, A. and Pearl, J. (1997) Bounds on treatment effects from studies with imperfect compliance. J. Am. Statist. Ass., 92, 1171-1176.
-
(1997)
J. Am. Statist. Ass.
, vol.92
, pp. 1171-1176
-
-
Balke, A.1
Pearl, J.2
-
3
-
-
0041743094
-
A principal stratification approach to broken randomized experiments: a case study of School Choice vouchers in New York City (with discussion)
-
Barnard, J., Frangakis, C. E., Hill, J. L. and Rubin, D. B. (2003) A principal stratification approach to broken randomized experiments: a case study of School Choice vouchers in New York City (with discussion). J. Am. Statist. Ass., 98, 299-323.
-
(2003)
J. Am. Statist. Ass.
, vol.98
, pp. 299-323
-
-
Barnard, J.1
Frangakis, C.E.2
Hill, J.L.3
Rubin, D.B.4
-
4
-
-
49749118623
-
Bounds on direct effects in the presence of confounded intermediate variables
-
Cai, Z., Kuroki, M., Pearl, J. and Tian, J. (2008) Bounds on direct effects in the presence of confounded intermediate variables. Biometrics, 64, 695-701.
-
(2008)
Biometrics
, vol.64
, pp. 695-701
-
-
Cai, Z.1
Kuroki, M.2
Pearl, J.3
Tian, J.4
-
5
-
-
33750346366
-
Bounds on causal effects in three-arm trials with non-compliance
-
Cheng, J. and Small, D. S. (2006) Bounds on causal effects in three-arm trials with non-compliance. J. R. Statist. Soc. B, 68, 815-836.
-
(2006)
J. R. Statist. Soc. B
, vol.68
, pp. 815-836
-
-
Cheng, J.1
Small, D.S.2
-
6
-
-
60449096960
-
Efficient nonparametric estimation of causal effects in randomized trials with noncompliance
-
Cheng, J., Small, D. S., Tan, Z. and Ten Have, T. R. (2009) Efficient nonparametric estimation of causal effects in randomized trials with noncompliance. Biometrika, 96, 19-36.
-
(2009)
Biometrika
, vol.96
, pp. 19-36
-
-
Cheng, J.1
Small, D.S.2
Tan, Z.3
Ten Have, T.R.4
-
7
-
-
1542742382
-
Causal inference without counterfactuals (with discussion)
-
Dawid, A. P. (2000) Causal inference without counterfactuals (with discussion). J. Am. Statist. Ass., 95, 407-448.
-
(2000)
J. Am. Statist. Ass.
, vol.95
, pp. 407-448
-
-
Dawid, A.P.1
-
8
-
-
84864386833
-
Identification and estimation of causal mechanisms and net effects of a treatment under unconfoundedness
-
Institute for the Study of Labor, Bonn.
-
Flores, C. A. and Flores-Lagunes, A. (2009a) Identification and estimation of causal mechanisms and net effects of a treatment under unconfoundedness. Discussion Paper 4237. Institute for the Study of Labor, Bonn.
-
(2009)
Discussion Paper 4237.
-
-
Flores, C.A.1
Flores-Lagunes, A.2
-
9
-
-
80054769053
-
Nonparametric partial and point identification of net or direct causal effects
-
paper 2009.
-
Flores, C. A. and Flores-Lagunes, A. (2009b) Nonparametric partial and point identification of net or direct causal effects. American Economics Association A. Meet., paper 2009.
-
(2009)
American Economics Association A. Meet.
-
-
Flores, C.A.1
Flores-Lagunes, A.2
-
10
-
-
80054771323
-
Nonparametric partial identification of causal net and mechanism average treatment effects
-
Department of Food and Resource Economics, University of Florida, Gainesville.
-
Flores, C. A. and Flores-Lagunes, A. (2010) Nonparametric partial identification of causal net and mechanism average treatment effects. Working Paper. Department of Food and Resource Economics, University of Florida, Gainesville.
-
(2010)
Working Paper
-
-
Flores, C.A.1
Flores-Lagunes, A.2
-
11
-
-
33845484073
-
Augmented designs to assess immune response in vaccine trials
-
Follmann, D. (2006) Augmented designs to assess immune response in vaccine trials. Biometrics, 62, 1161-1169.
-
(2006)
Biometrics
, vol.62
, pp. 1161-1169
-
-
Follmann, D.1
-
12
-
-
0034861793
-
Compliance subsampling designs for comparative research: estimation and optimal planning
-
Frangakis, C. E. and Baker, S. G. (2001) Compliance subsampling designs for comparative research: estimation and optimal planning. Biometrics, 27, 899-908.
-
(2001)
Biometrics
, vol.27
, pp. 899-908
-
-
Frangakis, C.E.1
Baker, S.G.2
-
13
-
-
0036188782
-
Principal stratification in causal inference
-
Frangakis, C. E. and Rubin, D. B. (2002) Principal stratification in causal inference. Biometrics, 58, 21-29.
-
(2002)
Biometrics
, vol.58
, pp. 21-29
-
-
Frangakis, C.E.1
Rubin, D.B.2
-
14
-
-
34548421653
-
Principal stratification designs to estimate input data missing due to death (with discussion)
-
Frangakis, C. E., Rubin, D. B., An, M. W. and MacKenzie, E. (2007) Principal stratification designs to estimate input data missing due to death (with discussion). Biometrics, 63, 641-662.
-
(2007)
Biometrics
, vol.63
, pp. 641-662
-
-
Frangakis, C.E.1
Rubin, D.B.2
An, M.W.3
MacKenzie, E.4
-
15
-
-
69949109705
-
Mediation analysis with principal stratification
-
Gallop, R., Small, D., Lin, J. Y., Elliot, M. R., Joffe, M. M. and Ten Have, T. R. (2009) Mediation analysis with principal stratification. Statist. Med., 28, 1108-1130.
-
(2009)
Statist. Med.
, vol.28
, pp. 1108-1130
-
-
Gallop, R.1
Small, D.2
Lin, J.Y.3
Elliot, M.R.4
Joffe, M.M.5
Ten Have, T.R.6
-
16
-
-
33847355215
-
Identifying direct and indirect effects in a non-counterfactual framework
-
Geneletti, S. (2007) Identifying direct and indirect effects in a non-counterfactual framework. J. R. Statist. Soc. B, 69, 199-215.
-
(2007)
J. R. Statist. Soc. B
, vol.69
, pp. 199-215
-
-
Geneletti, S.1
-
17
-
-
56049086418
-
Evaluating candidate principal surrogate endpoints
-
Gilbert, P. B. and Hudgens, M. G. (2008) Evaluating candidate principal surrogate endpoints. Biometrics, 64, 1146-1154.
-
(2008)
Biometrics
, vol.64
, pp. 1146-1154
-
-
Gilbert, P.B.1
Hudgens, M.G.2
-
18
-
-
53849091324
-
Estimation of controlled direct effects
-
Goetgeluk, S., Vansteelandt, S. and Goetghebeur, E. (2008) Estimation of controlled direct effects. J. R. Statist. Soc. B, 70, 1049-1066.
-
(2008)
J. R. Statist. Soc. B
, vol.70
, pp. 1049-1066
-
-
Goetgeluk, S.1
Vansteelandt, S.2
Goetghebeur, E.3
-
19
-
-
84920420698
-
Statistics and causal inference (with discussion)
-
Holland, P. (1986) Statistics and causal inference (with discussion). J. Am. Statist. Ass., 81, 945-970.
-
(1986)
J. Am. Statist. Ass.
, vol.81
, pp. 945-970
-
-
Holland, P.1
-
20
-
-
37349065559
-
Sharp bounds on causal effects in randomized experiments with ''truncation-by-death''
-
Imai, K. (2008) Sharp bounds on causal effects in randomized experiments with ''truncation-by-death''. Statist. Probab. Lett., 78, 144-149.
-
(2008)
Statist. Probab. Lett.
, vol.78
, pp. 144-149
-
-
Imai, K.1
-
21
-
-
78650085125
-
A general approach to causal mediation analysis
-
Imai, K., Keele, L. and Tingley, D. (2010a). A general approach to causal mediation analysis. Psychol. Meth., 15, 309-334.
-
(2010)
Psychol. Meth.
, vol.15
, pp. 309-334
-
-
Imai, K.1
Keele, L.2
Tingley, D.3
-
22
-
-
77957786869
-
Identification, inference and sensitivity analysis for causal mediation effects
-
Imai, K., Keele, L. and Yamamoto, T. (2010b) Identification, inference and sensitivity analysis for causal mediation effects. Statist. Sci., 25, 51-71.
-
(2010)
Statist. Sci.
, vol.25
, pp. 51-71
-
-
Imai, K.1
Keele, L.2
Yamamoto, T.3
-
23
-
-
77957823871
-
Experimental designs for identifying causal mechanisms
-
Department of Politics, Princeton University, Princeton.
-
Imai, K., Tingley, D. and Yamamoto, T. (2010c) Experimental designs for identifying causal mechanisms. Technical Report. Department of Politics, Princeton University, Princeton.
-
(2010)
Technical Report
-
-
Imai, K.1
Tingley, D.2
Yamamoto, T.3
-
24
-
-
8344228503
-
Confidence intervals for partially identified parameters
-
Imbens, G. W. and Manski, C. F. (2004) Confidence intervals for partially identified parameters. Econometrica, 72, 1845-1857.
-
(2004)
Econometrica
, vol.72
, pp. 1845-1857
-
-
Imbens, G.W.1
Manski, C.F.2
-
25
-
-
42349084894
-
Principal stratification for causal inference with extended partial compliance
-
Jin, H. and Rubin, D. B. (2008) Principal stratification for causal inference with extended partial compliance. J. Am. Statist. Ass., 103, 101-111.
-
(2008)
J. Am. Statist. Ass.
, vol.103
, pp. 101-111
-
-
Jin, H.1
Rubin, D.B.2
-
26
-
-
66949158002
-
Related causal frameworks for surrogate outcomes
-
Joffe, M. M. and Greene T. (2009) Related causal frameworks for surrogate outcomes. Biometrics, 65, 530-539.
-
(2009)
Biometrics
, vol.65
, pp. 530-539
-
-
Joffe, M.M.1
Greene, T.2
-
27
-
-
34548457818
-
Defining and estimating intervention effects for groups that will develop an auxiliary outcome
-
Joffe, M. M., Small, D. and Hsu, C.-Y. (2007) Defining and estimating intervention effects for groups that will develop an auxiliary outcome. Statist. Sci., 22, 74-97.
-
(2007)
Statist. Sci.
, vol.22
, pp. 74-97
-
-
Joffe, M.M.1
Small, D.2
Hsu, C.-Y.3
-
28
-
-
67549100999
-
Training, wages, and sample selection: estimating sharp bounds on treatment effects
-
Lee, D. S. (2009) Training, wages, and sample selection: estimating sharp bounds on treatment effects. Rev. Econ. Stud., 76, 1071-1102.
-
(2009)
Rev. Econ. Stud.
, vol.76
, pp. 1071-1102
-
-
Lee, D.S.1
-
29
-
-
44649090836
-
Causal mediation analysis for randomized trial
-
Lynch, K. G., Cary, M., Gallop, R. and Ten Have, T. R. (2008) Causal mediation analysis for randomized trial. Hlth Serv. Outcm. Res. Meth., 8, 57-76.
-
(2008)
Hlth Serv. Outcm. Res. Meth.
, vol.8
, pp. 57-76
-
-
Lynch, K.G.1
Cary, M.2
Gallop, R.3
Ten Have, T.R.4
-
31
-
-
34547662963
-
Application of the principal stratification approach to the Faenza randomized experiment on breast self-examination
-
Mattei, A. and Mealli, F. (2007) Application of the principal stratification approach to the Faenza randomized experiment on breast self-examination. Biometrics, 63, 437-446.
-
(2007)
Biometrics
, vol.63
, pp. 437-446
-
-
Mattei, A.1
Mealli, F.2
-
32
-
-
0347985212
-
Assumptions allowing the estimation of direct causal effects. Commentary on 'Healthy, wealthy, and wise?: tests for direct causal paths between health and socioeconomic status' (by P. Adams, M. D. Hurd, D. McFadden, A. Merrill and T. Ribeiro
-
Mealli, F. and Rubin, D. B. (2003) Assumptions allowing the estimation of direct causal effects. Commentary on 'Healthy, wealthy, and wise?: tests for direct causal paths between health and socioeconomic status' (by P. Adams, M. D. Hurd, D. McFadden, A. Merrill and T. Ribeiro). J. Econmetr., 112, 79-87.
-
(2003)
J. Econmetr.
, vol.112
, pp. 79-87
-
-
Mealli, F.1
Rubin, D.B.2
-
33
-
-
0004213845
-
-
Cambridge: Cambridge University Press.
-
Pearl, J. (2000) Causality. Cambridge: Cambridge University Press.
-
(2000)
Causality
-
-
Pearl, J.1
-
34
-
-
0242274455
-
Direct and indirect effects
-
(eds J. S. Breese and D. Koller) - San Francisco: Morgan Kaufmann.
-
Pearl, J. (2001) Direct and indirect effects. In Proc. 17th Conf. Uncertainty in Artificial Intelligence (eds J. S. Breese and D. Koller), pp. 411-420. San Francisco: Morgan Kaufmann.
-
(2001)
Proc. 17th Conf. Uncertainty in Artificial Intelligence
, pp. 411-420
-
-
Pearl, J.1
-
35
-
-
33646779523
-
Estimation of direct causal effects
-
Petersen, M., Sinisi, S. E. and van der Laan, M. (2006) Estimation of direct causal effects. Epidemiology, 17, 276-284.
-
(2006)
Epidemiology
, vol.17
, pp. 276-284
-
-
Petersen, M.1
Sinisi, S.E.2
van der Laan, M.3
-
36
-
-
77950979061
-
Assessing surrogate endpoints in vaccine trials with case-cohort sampling and the cox model
-
Qin, L., Gilbert, P. B., Follmann, D. and Li, D. (2008) Assessing surrogate endpoints in vaccine trials with case-cohort sampling and the cox model. Ann. Appl. Statist., 2, 386-407.
-
(2008)
Ann. Appl. Statist.
, vol.2
, pp. 386-407
-
-
Qin, L.1
Gilbert, P.2
Follmann, D.3
Li, D.4
-
37
-
-
15544371335
-
Semantics of causal DAG models and the identification of direct and indirect effects
-
(eds P. Green, N. Hjort and S. Richardson) - Oxford: Oxford University Press.
-
Robins, J. M. (2003) Semantics of causal DAG models and the identification of direct and indirect effects. In Highly Structured Stochastic Systems (eds P. Green, N. Hjort and S. Richardson), pp. 70-81. Oxford: Oxford University Press.
-
(2003)
Highly Structured Stochastic Systems
, pp. 70-81
-
-
Robins, J.M.1
-
38
-
-
0026556155
-
Identifiability and exchangeability for direct and indirect effects
-
Robins, J. M. and Greenland, S. (1992) Identifiability and exchangeability for direct and indirect effects. Epidemiology, 3, 143-155.
-
(1992)
Epidemiology
, vol.3
, pp. 143-155
-
-
Robins, J.M.1
Greenland, S.2
-
39
-
-
0001198982
-
The consequences of adjustment for a concomitant variable that has been affected by the treatment
-
Rosenbaum, P. R. (1984) The consequences of adjustment for a concomitant variable that has been affected by the treatment. J. R. Statist. Soc. A, 147, 656-666.
-
(1984)
J. R. Statist. Soc. A
, vol.147
, pp. 656-666
-
-
Rosenbaum, P.R.1
-
40
-
-
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. J. Educ. Psychol., 66, 688-701.
-
(1974)
J. Educ. Psychol.
, vol.66
, pp. 688-701
-
-
Rubin, D.B.1
-
41
-
-
0001599001
-
Assignment to a treatment group on the basis of a covariate
-
Rubin, D. B. (1977) Assignment to a treatment group on the basis of a covariate. J. Educ. Statist., 2, 1-26.
-
(1977)
J. Educ. Statist.
, vol.2
, pp. 1-26
-
-
Rubin, D.B.1
-
42
-
-
0002531157
-
Bayesian inference for causal effects
-
Rubin, D. B. (1978) Bayesian inference for causal effects. Ann. Statist., 6, 34-58.
-
(1978)
Ann. Statist.
, vol.6
, pp. 34-58
-
-
Rubin, D.B.1
-
43
-
-
84950657856
-
Comment on 'Randomization analysis of experimental data: the Fisher randomization test' (by D. Basu)
-
Rubin, D. B. (1980) Comment on 'Randomization analysis of experimental data: the Fisher randomization test' (by D. Basu) J. Am. Statist. Ass., 75, 591-593.
-
(1980)
J. Am. Statist. Ass.
, vol.75
, pp. 591-593
-
-
Rubin, D.B.1
-
44
-
-
84972506931
-
Comment: 'Neyman (1923) and Causal inference in experiments and observational Studies
-
Rubin, D. B. (1990) Comment: 'Neyman (1923) and Causal inference in experiments and observational Studies. Statist. Sci., 5, 472-480.
-
(1990)
Statist. Sci.
, vol.5
, pp. 472-480
-
-
Rubin, D.B.1
-
45
-
-
2942562549
-
Direct and indirect causal effects via potential outcomes (with discussion)
-
196-198.
-
Rubin, D. B. (2004) Direct and indirect causal effects via potential outcomes (with discussion). Scand. J. Statist., 31, 161-170, 196-198.
-
(2004)
Scand. J. Statist.
, vol.31
, pp. 161-170
-
-
Rubin, D.B.1
-
46
-
-
80054723380
-
A Bayesian semiparametric approach to intermediate variables in causal inference
-
Department of Statistical Science, Duke University, Durham.
-
Schwartz, S. L., Li, F. and Mealli, F. (2010) A Bayesian semiparametric approach to intermediate variables in causal inference. Mimeo. Department of Statistical Science, Duke University, Durham.
-
(2010)
Mimeo
-
-
Schwartz, S.L.1
Li, F.2
Mealli, F.3
-
47
-
-
66949123890
-
Sensitivity analysis for principal stratum direct effects, with an application to a study of physical activity and coronary heart disease
-
Sjölander, A., Humphreys, K., Vansteelandt, S., Bellocco, R. and Palmgren, J. (2009) Sensitivity analysis for principal stratum direct effects, with an application to a study of physical activity and coronary heart disease. Biometrics, 65, 514-520.
-
(2009)
Biometrics
, vol.65
, pp. 514-520
-
-
Sjölander, A.1
Humphreys, K.2
Vansteelandt, S.3
Bellocco, R.4
Palmgren, J.5
-
48
-
-
54049144616
-
Simple relations between principal stratification and direct and indirect effects
-
VanderWeele, T. L. (2008) Simple relations between principal stratification and direct and indirect effects. Statist. Probab. Lett., 78, 2957-2962.
-
(2008)
Statist. Probab. Lett.
, vol.78
, pp. 2957-2962
-
-
VanderWeele, T.L.1
-
49
-
-
67349216949
-
Marginal structural models for the estimation of direct and indirect effects
-
VanderWeele, T. L. (2009) Marginal structural models for the estimation of direct and indirect effects. Epidemiology, 20, 18-26.
-
(2009)
Epidemiology
, vol.20
, pp. 18-26
-
-
VanderWeele, T.L.1
-
50
-
-
1642359207
-
Estimation of causal effects via principal stratification when some outcomes are truncated by ''death''
-
Zhang, J. L. and Rubin, D. B. (2003) Estimation of causal effects via principal stratification when some outcomes are truncated by ''death''. J. Educ. Behav. Statist., 28, 353-368.
-
(2003)
J. Educ. Behav. Statist.
, vol.28
, pp. 353-368
-
-
Zhang, J.L.1
Rubin, D.B.2
-
51
-
-
70350304288
-
Likelihood-based analysis of causal effects of job-training programs using principal stratification
-
Zhang, J. L., Rubin, D. B. and Mealli, F. (2009) Likelihood-based analysis of causal effects of job-training programs using principal stratification. J. Am. Statist. Ass., 104, 166-176.
-
(2009)
J. Am. Statist. Ass.
, vol.104
, pp. 166-176
-
-
Zhang, J.L.1
Rubin, D.B.2
Mealli, F.3
|