-
1
-
-
0023020183
-
The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations
-
Baron, R. and D. Kenny (1986): “The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations,” J. Pers. Soc. Psychol., 51, 1173–1182.
-
(1986)
J. Pers. Soc. Psychol.
, vol.51
, pp. 1173-1182
-
-
Baron, R.1
Kenny, D.2
-
2
-
-
69249196484
-
Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data
-
Cao, W., A. Tsiatis, and M. Davidian (2009): “Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data,” Biometrika, 96, 723–734.
-
(2009)
Biometrika
, vol.96
, pp. 723-734
-
-
Cao, W.1
Tsiatis, A.2
Davidian, M.3
-
3
-
-
0002864224
-
Confounding and collapsibility in causal inference
-
Greenland, S., J. Robins, and J. Pearl (1999): “Confounding and collapsibility in causal inference,” Statistical Science, 14, 29–46.
-
(1999)
Statistical Science
, vol.14
, pp. 29-46
-
-
Greenland, S.1
Robins, J.2
Pearl, J.3
-
4
-
-
84863838679
-
Ratio of mediator probability weighting for estimating natural direct and indirect effects
-
Alexandria, VA: American Statistical Association
-
Hong, G. (2010): “Ratio of mediator probability weighting for estimating natural direct and indirect effects,” in Proceedings of the American Statistical Association, Biometrics Section, Alexandria, VA: American Statistical Association, 2401–2415.
-
(2010)
Proceedings of The American Statistical Association, Biometrics Section
, pp. 2401-2415
-
-
Hong, G.1
-
5
-
-
78650085125
-
A General Approach to Causal Mediation Analysis
-
Imai, K., L. Keele, and D. Tingley (2010a): “A General Approach to Causal Mediation Analysis,” Psychological Methods, 15, 309–334.
-
(2010)
Psychological Methods
, vol.15
, pp. 309-334
-
-
Imai, K.1
Keele, L.2
Tingley, D.3
-
6
-
-
77957786869
-
Identification, Inference and Sensitivity Analysis for Causal Mediation Effects
-
Imai, K., L. Keele, and T. Yamamoto (2010b): “Identification, Inference and Sensitivity Analysis for Causal Mediation Effects,” Statistical Science, 25, 51–71.
-
(2010)
Statistical Science
, vol.25
, pp. 51-71
-
-
Imai, K.1
Keele, L.2
Yamamoto, T.3
-
7
-
-
80051551986
-
Direct and Indirect Effects in a Survival Context
-
Lange, T. and J. V. Hansen (2011): “Direct and Indirect Effects in a Survival Context,” Epidemiology, 22, 575–581.
-
(2011)
Epidemiology
, vol.22
, pp. 575-581
-
-
Lange, T.1
Hansen, J.V.2
-
8
-
-
84864428744
-
A simple approach for estimating natural direct and indirect effects
-
Lange, T., S. Vansteelandt, and M. Bekaert (2012): “A simple approach for estimating natural direct and indirect effects,” American Journal of Epidemiology, 176, 190–195.
-
(2012)
American Journal of Epidemiology
, vol.176
, pp. 190-195
-
-
Lange, T.1
Vansteelandt, S.2
Bekaert, M.3
-
10
-
-
0002324387
-
Semiparametric efficiency bounds
-
Newey, W. K. (1990): “Semiparametric efficiency bounds,” J. Appl. Economet., 5, 99–135.
-
(1990)
J. Appl. Economet.
, vol.5
, pp. 99-135
-
-
Newey, W.K.1
-
12
-
-
79952367115
-
The mediation formula: A guide to the assessment of causal pathways in nonlinear models
-
Pearl, J. (2011): “The mediation formula: A guide to the assessment of causal pathways in nonlinear models,” in Causality: Statistical Perspectives and Applications.
-
(2011)
Causality: Statistical Perspectives and Applications
-
-
Pearl, J.1
-
13
-
-
0005976738
-
Inference for semiparametric models: Some questions and an answer - Comments
-
Robins, J. and A. Rotnitzky (2001): “Inference for semiparametric models: Some questions and an answer - Comments,” Statistica Sinica, 11, 920–936.
-
(2001)
Statistica Sinica
, vol.11
, pp. 920-936
-
-
Robins, J.1
Rotnitzky, A.2
-
14
-
-
0026556155
-
Identifiability and exchangeability for direct and indirect effects
-
Robins, J. M. and S. Greenland (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
-
15
-
-
34948824845
-
Dampness and mold in the home and depression: An examination of mold-related illness and perceived control of one’s home as possible depression pathways
-
Shenassa, E. D., C. Daskalakis, A. Liebhaber, M. Braubach, and M. Brown (2007): “Dampness and mold in the home and depression: An examination of mold-related illness and perceived control of one’s home as possible depression pathways,” American Journal of Public Health, 97, 1893–1899.
-
(2007)
American Journal of Public Health
, vol.97
, pp. 1893-1899
-
-
Shenassa, E.D.1
Daskalakis, C.2
Liebhaber, A.3
Braubach, M.4
Brown, M.5
-
16
-
-
79953852789
-
Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique
-
Snowden, J. M., S. Rose, and K. M. Mortimer (2011): “Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique,” American Journal of Epidemiology, 173, 731–738.
-
(2011)
American Journal of Epidemiology
, vol.173
, pp. 731-738
-
-
Snowden, J.M.1
Rose, S.2
Mortimer, K.M.3
-
17
-
-
49749139766
-
Understanding OR, PS, and DR, Comment on”Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data” by Kang and Schafer
-
Tan, Z. (2007): “Understanding OR, PS, and DR, Comment on”Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data” by Kang and Schafer,” Statistical Science, 22, 560–568.
-
(2007)
Statistical Science
, vol.22
, pp. 560-568
-
-
Tan, Z.1
-
18
-
-
80053526286
-
Semiparametric estimation of models for natural direct and indirect effects
-
Harvard University Biostatistics Working Paper Series. Working Paper 129
-
Tchetgen Tchetgen, E. J. and I. Shpitser (2011): “Semiparametric estimation of models for natural direct and indirect effects,” Technical report, Harvard University Biostatistics Working Paper Series. Working Paper 129.
-
(2011)
Technical Report
-
-
Tchetgen Tchetgen, E.J.1
Shpitser, I.2
-
19
-
-
84866738183
-
Semiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness, and sensitivity analysis
-
press
-
Tchetgen Tchetgen, E. J. and I. Shpitser (2012): “Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness, and sensitivity analysis,” Annals of Statistics, in press.
-
(2012)
Annals of Statistics
-
-
Tchetgen Tchetgen, E.J.1
Shpitser, I.2
-
20
-
-
33751583679
-
Fully conditional specification in multivariate imputation
-
Van Buuren, S., J. P. L. Brand, C. G. M. Groothuis-Oudshoorn, and D. B. Rubin (2006): “Fully conditional specification in multivariate imputation,” Journal of Statistical Computation and Simulation, 76, 1049–1064.
-
(2006)
Journal of Statistical Computation and Simulation
, vol.76
, pp. 1049-1064
-
-
Van Buuren, S.1
Brand, J.P.L.2
Groothuis-Oudshoorn, C.G.M.3
Rubin, D.B.4
-
23
-
-
80051541618
-
Causal Mediation Analysis With Survival Data
-
VanderWeele, T. J. (2011): “Causal Mediation Analysis With Survival Data,” Epidemiology, 22, 582–585.
-
(2011)
Epidemiology
, vol.22
, pp. 582-585
-
-
VanderWeele, T.J.1
-
24
-
-
77953957726
-
Conceptual issues concerning mediation, interventions and composition
-
VanderWeele, T. J. and S. Vansteelandt (2009): “Conceptual issues concerning mediation, interventions and composition,” Statistics and its Interface, 2, 457–468.
-
(2009)
Statistics and Its Interface
, vol.2
, pp. 457-468
-
-
VanderWeele, T.J.1
Vansteelandt, S.2
-
25
-
-
79952117042
-
Odds Ratios for Mediation Analysis for a Dichotomous Outcome
-
VanderWeele, T. J. and S. Vansteelandt (2010): “Odds Ratios for Mediation Analysis for a Dichotomous Outcome,” American Journal of Epidemiology, 172, 1339–1348.
-
(2010)
American Journal of Epidemiology
, vol.172
, pp. 1339-1348
-
-
VanderWeele, T.J.1
Vansteelandt, S.2
-
26
-
-
79953903665
-
On model selection and model misspecification in causal inference
-
Vansteelandt, S., M. Bekaert, and G. Claeskens (2012): “On model selection and model misspecification in causal inference,” Statistical Methods in Medical Research, 21, 7–30.
-
(2012)
Statistical Methods in Medical Research
, vol.21
, pp. 7-30
-
-
Vansteelandt, S.1
Bekaert, M.2
Claeskens, G.3
-
27
-
-
79953904512
-
Invited Commentary: G-Computation-Lost in Translation?
-
Vansteelandt, S. and N. Keiding (2011): “Invited Commentary: G-Computation-Lost in Translation?” American Journal of Epidemiology, 173, 739–742.
-
(2011)
American Journal of Epidemiology
, vol.173
, pp. 739-742
-
-
Vansteelandt, S.1
Keiding, N.2
|