Higher order influence functions and minimax estimation of nonlinear functionals. Zbl 1513.62067
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad |
|
2008
|
Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis. Zbl 1257.62033
Tchetgen Tchetgen, Eric J.; Shpitser, Ilya |
|
2012
|
Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables. Zbl 1398.62348
Wang, Linbo; Tchetgen Tchetgen, Eric |
|
2018
|
On varieties of doubly robust estimators under missingness not at random with a shadow variable. Zbl 1499.62265
Miao, Wang; Tchetgen Tchetgen, Eric J. |
|
2016
|
Minimax estimation of a functional on a structured high-dimensional model. Zbl 1459.62047
Robins, James M.; Li, Lingling; Mukherjee, Rajarshi; Tchetgen Tchetgen, Eric; van der Vaart, Aad |
|
2017
|
Semiparametric minimax rates. Zbl 1326.62080
Robins, James; Tchetgen Tchetgen, Eric; Li, Lingling; van der Vaart, Aad |
|
2009
|
On inverse probability weighting for nonmonotone missing at random data. Zbl 1398.62264
Sun, BaoLuo; Tchetgen Tchetgen, Eric J. |
|
2018
|
Identifying causal effects with proxy variables of an unmeasured confounder. Zbl 1506.62451
Miao, Wang; Geng, Zhi; Tchetgen Tchetgen, Eric J. |
|
2018
|
Multiply robust inference for statistical interactions. Zbl 1286.62033
Vansteelandt, Stijn; VanderWeele, Tyler J.; Tchetgen, Eric J.; Robins, James M. |
|
2008
|
Effect partitioning under interference in two-stage randomized vaccine trials. Zbl 1219.62175
Vanderweele, Tyler J.; Tchetgen Tchetgen, Eric J. |
|
2011
|
On doubly robust estimation in a semiparametric odds ratio model. Zbl 1183.62065
Tchetgen, Eric J.; Robins, James M.; Rotnitzky, Andrea |
|
2010
|
Identification and inference with nonignorable missing covariate data. Zbl 1406.62018
Miao, Wang; Tchetgen Tchetgen, Eric |
|
2018
|
A diagnostic test for the mixing distribution in a generalised linear mixed model. Zbl 1436.62364
Tchetgen, Eric J.; Coull, Brent A. |
|
2006
|
A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity. Zbl 1457.62340
Cui, Yifan; Tchetgen Tchetgen, Eric |
|
2021
|
A note on formulae for causal mediation analysis in an odds ratio context. Zbl 1359.92008
Tchetgen Tchetgen, Eric |
|
2013
|
Quadratic semiparametric von Mises calculus. Zbl 1433.62102
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad W. |
|
2009
|
Mediation analysis with time varying exposures and mediators. Zbl 1411.62022
VanderWeele, Tyler J.; Tchetgen Tchetgen, Eric J. |
|
2017
|
Semiparametric estimation with data missing not at random using an instrumental variable. Zbl 1406.62049
Sun, Baoluo; Liu, Lan; Miao, Wang; Wirth, Kathleen; Robins, James; Tchetgen Tchetgen, Eric J. |
|
2018
|
Instrumental variables estimation of exposure effects on a time-to-event endpoint using structural cumulative survival models. Zbl 1405.62190
Martinussen, Torben; Vansteelandt, Stijn; Tchetgen Tchetgen, Eric J.; Zucker, David M. |
|
2017
|
Minimax estimation of the integral of a power of a density. Zbl 1151.62314
Tchetgen, Eric; Li, Lingling; Robins, James; van der Vaart, Aad |
|
2008
|
Multiply robust causal inference with double-negative control adjustment for categorical unmeasured confounding. Zbl 07554764
Shi, Xu; Miao, Wang; Nelson, Jennifer C.; Tchetgen Tchetgen, Eric J. |
|
2020
|
On protected estimation of an odds ratio model with missing binary exposure and confounders. Zbl 1274.62175
Tchetgen Tchetgen, E. J.; Rotnitzky, A. |
|
2011
|
Higher order inference on a treatment effect under low regularity conditions. Zbl 1218.62021
Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad; Robins, James M. |
|
2011
|
Asymptotic normality of quadratic estimators. Zbl 1348.62170
Robins, James M.; Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad |
|
2016
|
Generalizing causal inferences from individuals in randomized trials to all trial-eligible individuals. Zbl 1436.62531
Dahabreh, Issa J.; Robertson, Sarah E.; Tchetgen, Eric J.; Stuart, Elizabeth A.; Hernán, Miguel A. |
|
2019
|
Discrete choice models for nonmonotone nonignorable missing data: identification and inference. Zbl 1406.62050
Tchetgen Tchetgen, Eric J.; Wang, Linbo; Sun, Baoluo |
|
2018
|
Estimation of a semiparametric natural direct effect model incorporating baseline covariates. Zbl 1306.62091
Tchetgen Tchetgen, E. J.; Shpitser, I. |
|
2014
|
A general instrumental variable framework for regression analysis with outcome missing not at random. Zbl 1405.62208
Tchetgen Tchetgen, Eric J.; Wirth, Kathleen E. |
|
2017
|
Interference and sensitivity analysis. Zbl 1331.62443
VanderWeele, Tyler J.; Tchetgen Tchetgen, Eric J.; Halloran, M. Elizabeth |
|
2014
|
The semiparametric case-only estimator. Zbl 1233.62189
Tchetgen Tchetgen, Eric J.; Robins, James |
|
2010
|
Causal inference with a graphical hierarchy of interventions. Zbl 1361.62029
Shpitser, Ilya; Tchetgen Tchetgen, Eric |
|
2016
|
A generalized theory of separable effects in competing event settings. Zbl 07469150
Stensrud, Mats J.; Hernán, Miguel A.; Tchetgen Tchetgen, Eric J.; Robins, James M.; Didelez, Vanessa; Young, Jessica G. |
|
2021
|
On doubly robust estimation of the hazard difference. Zbl 1436.62543
Dukes, Oliver; Martinussen, Torben; Tchetgen Tchetgen, Eric J.; Vansteelandt, Stijn |
|
2019
|
On adjustment for auxiliary covariates in additive hazard models for the analysis of randomized experiments. Zbl 1400.62291
Vansteelandt, S.; Martinussen, T.; Tchetgen Tchetgen, E. J. |
|
2014
|
Adaptive estimation of nonparametric functionals. Zbl 1541.62080
Liu, Lin; Mukherjee, Rajarshi; Robins, James M.; Tchetgen Tchetgen, Eric |
|
2021
|
Auto-g-computation of causal effects on a network. Zbl 1464.62212
Tchetgen Tchetgen, Eric J.; Fulcher, Isabel R.; Shpitser, Ilya |
|
2021
|
On semiparametric estimation of a path-specific effect in the presence of mediator-outcome confounding. Zbl 1435.62397
Miles, C. H.; Shpitser, I.; Kanki, P.; Meloni, S.; Tchetgen Tchetgen, E. J. |
|
2020
|
The GENIUS approach to robust Mendelian randomization inference. Zbl 07473927
Tchetgen Tchetgen, Eric; Sun, Baoluo; Walter, Stefan |
|
2021
|
A note on the control function approach with an instrumental variable and a binary outcome. Zbl 1343.92022
Tchetgen Tchetgen, Eric |
|
2014
|
On parametrization, robustness and sensitivity analysis in a marginal structural Cox proportional hazards model for point exposure. Zbl 1241.62137
Tchetgen Tchetgen, Eric J.; Robins, James |
|
2012
|
Flexible covariate-adjusted exact tests of randomized treatment effects with application to a trial of HIV education. Zbl 1283.62238
Stephens, Alisa J.; Tchetgen Tchetgen, Eric J.; De Gruttola, Victor |
|
2013
|
On negative outcome control of unobserved confounding as a generalization of difference-in-differences. Zbl 1442.62173
Sofer, Tamar; Richardson, David B.; Colicino, Elena; Schwartz, Joel; Tchetgen Tchetgen, Eric J. |
|
2016
|
Instrumental variable estimation of the causal hazard ratio. Zbl 1522.62248
Wang, Linbo; Tchetgen Tchetgen, Eric; Martinussen, Torben; Vansteelandt, Stijn |
|
2023
|
Robust inference on population indirect causal effects: the generalized front door criterion. Zbl 1440.62175
Fulcher, Isabel R.; Shpitser, Ilya; Marealle, Stella; Tchetgen Tchetgen, Eric J. |
|
2020
|
Comment on: “Blessings of multiple causes”. Zbl 1428.62058
Ogburn, Elizabeth L.; Shpitser, Ilya; Tchetgen Tchetgen, Eric J. |
|
2019
|
Accounting for interactions and complex inter-subject dependency in estimating treatment effect in cluster-randomized trials with missing outcomes. Zbl 1390.62300
Prague, Melanie; Wang, Rui; Stephens, Alisa; Tchetgen Tchetgen, Eric; Degruttola, Victor |
|
2016
|
Machine intelligence for individualized decision making under a counterfactual world: a rejoinder. Zbl 1457.62339
Cui, Yifan; Tchetgen Tchetgen, Eric |
|
2021
|
Doubly robust regression analysis for data fusion. Zbl 1475.62290
Evans, Katherine; Sun, BaoLuo; Robins, James; Tchetgen Tchetgen, Eric J. |
|
2021
|
Semiparametric inference for nonmonotone missing-not-at-random data: the no self-censoring model. Zbl 1506.62240
Malinsky, Daniel; Shpitser, Ilya; Tchetgen Tchetgen, Eric J. |
|
2022
|
Instrumental variable estimation of the marginal structural Cox model for time-varying treatments. Zbl 07658476
Cui, Y.; Michael, H.; Tanser, F.; Tchetgen Tchetgen, E. |
|
2023
|
Non-parametric inference about mean functionals of non-ignorable non-response data without identifying the joint distribution. Zbl 07913973
Li, Wei; Miao, Wang; Tchetgen Tchetgen, Eric |
|
2023
|
Control function assisted IPW estimation with a secondary outcome in case-control studies. Zbl 1362.62195
Sofer, Tamar; Cornelis, Marilyn C.; Kraft, Peter; Tchetgen Tchetgen, Eric J. |
|
2017
|
On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable. Zbl 1481.62008
Cui, Yifan; Tchetgen Tchetgen, Eric |
|
2021
|
Identification and inference for marginal average treatment effect on the treated with an instrumental variable. Zbl 1453.62730
Liu, Lan; Miao, Wang; Sun, Baoluo; Robins, James; Tchetgen Tchetgen, Eric |
|
2020
|
A stochastic second-order generalized estimating equations approach for estimating association parameters. Zbl 07499296
Chen, Tom; Tchetgen Tchetgen, Eric J.; Wang, Rui |
|
2020
|
Proximal causal inference for complex longitudinal studies. Zbl 07913964
Ying, Andrew; Miao, Wang; Shi, Xu; Tchetgen Tchetgen, Eric J. |
|
2023
|
A causal proportional hazards estimator under homogeneous or heterogeneous selection in an IV setting. Zbl 1436.62635
Sørensen, Ditte Nørbo; Martinussen, Torben; Tchetgen Tchetgen, Eric |
|
2019
|
Instrumental variable estimation of the causal hazard ratio. Zbl 1522.62248
Wang, Linbo; Tchetgen Tchetgen, Eric; Martinussen, Torben; Vansteelandt, Stijn |
|
2023
|
Instrumental variable estimation of the marginal structural Cox model for time-varying treatments. Zbl 07658476
Cui, Y.; Michael, H.; Tanser, F.; Tchetgen Tchetgen, E. |
|
2023
|
Non-parametric inference about mean functionals of non-ignorable non-response data without identifying the joint distribution. Zbl 07913973
Li, Wei; Miao, Wang; Tchetgen Tchetgen, Eric |
|
2023
|
Proximal causal inference for complex longitudinal studies. Zbl 07913964
Ying, Andrew; Miao, Wang; Shi, Xu; Tchetgen Tchetgen, Eric J. |
|
2023
|
Semiparametric inference for nonmonotone missing-not-at-random data: the no self-censoring model. Zbl 1506.62240
Malinsky, Daniel; Shpitser, Ilya; Tchetgen Tchetgen, Eric J. |
|
2022
|
A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity. Zbl 1457.62340
Cui, Yifan; Tchetgen Tchetgen, Eric |
|
2021
|
A generalized theory of separable effects in competing event settings. Zbl 07469150
Stensrud, Mats J.; Hernán, Miguel A.; Tchetgen Tchetgen, Eric J.; Robins, James M.; Didelez, Vanessa; Young, Jessica G. |
|
2021
|
Adaptive estimation of nonparametric functionals. Zbl 1541.62080
Liu, Lin; Mukherjee, Rajarshi; Robins, James M.; Tchetgen Tchetgen, Eric |
|
2021
|
Auto-g-computation of causal effects on a network. Zbl 1464.62212
Tchetgen Tchetgen, Eric J.; Fulcher, Isabel R.; Shpitser, Ilya |
|
2021
|
The GENIUS approach to robust Mendelian randomization inference. Zbl 07473927
Tchetgen Tchetgen, Eric; Sun, Baoluo; Walter, Stefan |
|
2021
|
Machine intelligence for individualized decision making under a counterfactual world: a rejoinder. Zbl 1457.62339
Cui, Yifan; Tchetgen Tchetgen, Eric |
|
2021
|
Doubly robust regression analysis for data fusion. Zbl 1475.62290
Evans, Katherine; Sun, BaoLuo; Robins, James; Tchetgen Tchetgen, Eric J. |
|
2021
|
On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable. Zbl 1481.62008
Cui, Yifan; Tchetgen Tchetgen, Eric |
|
2021
|
Multiply robust causal inference with double-negative control adjustment for categorical unmeasured confounding. Zbl 07554764
Shi, Xu; Miao, Wang; Nelson, Jennifer C.; Tchetgen Tchetgen, Eric J. |
|
2020
|
On semiparametric estimation of a path-specific effect in the presence of mediator-outcome confounding. Zbl 1435.62397
Miles, C. H.; Shpitser, I.; Kanki, P.; Meloni, S.; Tchetgen Tchetgen, E. J. |
|
2020
|
Robust inference on population indirect causal effects: the generalized front door criterion. Zbl 1440.62175
Fulcher, Isabel R.; Shpitser, Ilya; Marealle, Stella; Tchetgen Tchetgen, Eric J. |
|
2020
|
Identification and inference for marginal average treatment effect on the treated with an instrumental variable. Zbl 1453.62730
Liu, Lan; Miao, Wang; Sun, Baoluo; Robins, James; Tchetgen Tchetgen, Eric |
|
2020
|
A stochastic second-order generalized estimating equations approach for estimating association parameters. Zbl 07499296
Chen, Tom; Tchetgen Tchetgen, Eric J.; Wang, Rui |
|
2020
|
Generalizing causal inferences from individuals in randomized trials to all trial-eligible individuals. Zbl 1436.62531
Dahabreh, Issa J.; Robertson, Sarah E.; Tchetgen, Eric J.; Stuart, Elizabeth A.; Hernán, Miguel A. |
|
2019
|
On doubly robust estimation of the hazard difference. Zbl 1436.62543
Dukes, Oliver; Martinussen, Torben; Tchetgen Tchetgen, Eric J.; Vansteelandt, Stijn |
|
2019
|
Comment on: “Blessings of multiple causes”. Zbl 1428.62058
Ogburn, Elizabeth L.; Shpitser, Ilya; Tchetgen Tchetgen, Eric J. |
|
2019
|
A causal proportional hazards estimator under homogeneous or heterogeneous selection in an IV setting. Zbl 1436.62635
Sørensen, Ditte Nørbo; Martinussen, Torben; Tchetgen Tchetgen, Eric |
|
2019
|
Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables. Zbl 1398.62348
Wang, Linbo; Tchetgen Tchetgen, Eric |
|
2018
|
On inverse probability weighting for nonmonotone missing at random data. Zbl 1398.62264
Sun, BaoLuo; Tchetgen Tchetgen, Eric J. |
|
2018
|
Identifying causal effects with proxy variables of an unmeasured confounder. Zbl 1506.62451
Miao, Wang; Geng, Zhi; Tchetgen Tchetgen, Eric J. |
|
2018
|
Identification and inference with nonignorable missing covariate data. Zbl 1406.62018
Miao, Wang; Tchetgen Tchetgen, Eric |
|
2018
|
Semiparametric estimation with data missing not at random using an instrumental variable. Zbl 1406.62049
Sun, Baoluo; Liu, Lan; Miao, Wang; Wirth, Kathleen; Robins, James; Tchetgen Tchetgen, Eric J. |
|
2018
|
Discrete choice models for nonmonotone nonignorable missing data: identification and inference. Zbl 1406.62050
Tchetgen Tchetgen, Eric J.; Wang, Linbo; Sun, Baoluo |
|
2018
|
Minimax estimation of a functional on a structured high-dimensional model. Zbl 1459.62047
Robins, James M.; Li, Lingling; Mukherjee, Rajarshi; Tchetgen Tchetgen, Eric; van der Vaart, Aad |
|
2017
|
Mediation analysis with time varying exposures and mediators. Zbl 1411.62022
VanderWeele, Tyler J.; Tchetgen Tchetgen, Eric J. |
|
2017
|
Instrumental variables estimation of exposure effects on a time-to-event endpoint using structural cumulative survival models. Zbl 1405.62190
Martinussen, Torben; Vansteelandt, Stijn; Tchetgen Tchetgen, Eric J.; Zucker, David M. |
|
2017
|
A general instrumental variable framework for regression analysis with outcome missing not at random. Zbl 1405.62208
Tchetgen Tchetgen, Eric J.; Wirth, Kathleen E. |
|
2017
|
Control function assisted IPW estimation with a secondary outcome in case-control studies. Zbl 1362.62195
Sofer, Tamar; Cornelis, Marilyn C.; Kraft, Peter; Tchetgen Tchetgen, Eric J. |
|
2017
|
On varieties of doubly robust estimators under missingness not at random with a shadow variable. Zbl 1499.62265
Miao, Wang; Tchetgen Tchetgen, Eric J. |
|
2016
|
Asymptotic normality of quadratic estimators. Zbl 1348.62170
Robins, James M.; Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad |
|
2016
|
Causal inference with a graphical hierarchy of interventions. Zbl 1361.62029
Shpitser, Ilya; Tchetgen Tchetgen, Eric |
|
2016
|
On negative outcome control of unobserved confounding as a generalization of difference-in-differences. Zbl 1442.62173
Sofer, Tamar; Richardson, David B.; Colicino, Elena; Schwartz, Joel; Tchetgen Tchetgen, Eric J. |
|
2016
|
Accounting for interactions and complex inter-subject dependency in estimating treatment effect in cluster-randomized trials with missing outcomes. Zbl 1390.62300
Prague, Melanie; Wang, Rui; Stephens, Alisa; Tchetgen Tchetgen, Eric; Degruttola, Victor |
|
2016
|
Estimation of a semiparametric natural direct effect model incorporating baseline covariates. Zbl 1306.62091
Tchetgen Tchetgen, E. J.; Shpitser, I. |
|
2014
|
Interference and sensitivity analysis. Zbl 1331.62443
VanderWeele, Tyler J.; Tchetgen Tchetgen, Eric J.; Halloran, M. Elizabeth |
|
2014
|
On adjustment for auxiliary covariates in additive hazard models for the analysis of randomized experiments. Zbl 1400.62291
Vansteelandt, S.; Martinussen, T.; Tchetgen Tchetgen, E. J. |
|
2014
|
A note on the control function approach with an instrumental variable and a binary outcome. Zbl 1343.92022
Tchetgen Tchetgen, Eric |
|
2014
|
A note on formulae for causal mediation analysis in an odds ratio context. Zbl 1359.92008
Tchetgen Tchetgen, Eric |
|
2013
|
Flexible covariate-adjusted exact tests of randomized treatment effects with application to a trial of HIV education. Zbl 1283.62238
Stephens, Alisa J.; Tchetgen Tchetgen, Eric J.; De Gruttola, Victor |
|
2013
|
Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis. Zbl 1257.62033
Tchetgen Tchetgen, Eric J.; Shpitser, Ilya |
|
2012
|
On parametrization, robustness and sensitivity analysis in a marginal structural Cox proportional hazards model for point exposure. Zbl 1241.62137
Tchetgen Tchetgen, Eric J.; Robins, James |
|
2012
|
Effect partitioning under interference in two-stage randomized vaccine trials. Zbl 1219.62175
Vanderweele, Tyler J.; Tchetgen Tchetgen, Eric J. |
|
2011
|
On protected estimation of an odds ratio model with missing binary exposure and confounders. Zbl 1274.62175
Tchetgen Tchetgen, E. J.; Rotnitzky, A. |
|
2011
|
Higher order inference on a treatment effect under low regularity conditions. Zbl 1218.62021
Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad; Robins, James M. |
|
2011
|
On doubly robust estimation in a semiparametric odds ratio model. Zbl 1183.62065
Tchetgen, Eric J.; Robins, James M.; Rotnitzky, Andrea |
|
2010
|
The semiparametric case-only estimator. Zbl 1233.62189
Tchetgen Tchetgen, Eric J.; Robins, James |
|
2010
|
Semiparametric minimax rates. Zbl 1326.62080
Robins, James; Tchetgen Tchetgen, Eric; Li, Lingling; van der Vaart, Aad |
|
2009
|
Quadratic semiparametric von Mises calculus. Zbl 1433.62102
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad W. |
|
2009
|
Higher order influence functions and minimax estimation of nonlinear functionals. Zbl 1513.62067
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad |
|
2008
|
Multiply robust inference for statistical interactions. Zbl 1286.62033
Vansteelandt, Stijn; VanderWeele, Tyler J.; Tchetgen, Eric J.; Robins, James M. |
|
2008
|
Minimax estimation of the integral of a power of a density. Zbl 1151.62314
Tchetgen, Eric; Li, Lingling; Robins, James; van der Vaart, Aad |
|
2008
|
A diagnostic test for the mixing distribution in a generalised linear mixed model. Zbl 1436.62364
Tchetgen, Eric J.; Coull, Brent A. |
|
2006
|