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E. T. Tchetgen Tchetgen · SciRah

Researcher profile · Semantic Scholar

E. T. Tchetgen Tchetgen

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E. T. Tchetgen Tchetgen — researcher profile on SciRah

h-index: 62
Works: 287
Citations: 15K

Most-cited papers

An Introduction to Proximal Causal Learning
E. T. Tchetgen Tchetgen, Andrew Ying, Yi-Fan Cui, Xu Shi +1 more
2020medRxiv199 citations Open access
Semantic Scholar
A Selective Review of Negative Control Methods in Epidemiology
Xu Shi, Miao Wang, E. T. Tchetgen Tchetgen
2020Current Epidemiology Reports199 citations Open access
Semantic Scholar
Universal Testing, Expanded Treatment, and Incidence of HIV Infection in Botswana
J. Makhema, K. Wirth, M. Holme, T. Gaolathe +41 more
2019New England Journal of Medicine188 citations Open access
Semantic Scholar
Effect of reductions in amyloid levels on cognitive change in randomized trials: instrumental variable meta-analysis
S. Ackley, S. Zimmerman, W. Brenowitz, E. T. Tchetgen Tchetgen +8 more
2021British medical journal173 citations Open access
Semantic Scholar
Semiparametric Proximal Causal Inference
Yi-Fan Cui, Hongming Pu, Xu Shi, Wang Miao +1 more
2020Journal of the American Statistical Association160 citations Open access
Semantic Scholar
A confounding bridge approach for double negative control inference on causal effects
Wang Miao, Xu Shi, Yilin Li, E. T. Tchetgen Tchetgen
2018Statistical Theory and Related Fields99 citations Open access
Semantic Scholar
A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity
Yi-Fan Cui, E. T. Tchetgen Tchetgen
2019Journal of the American Statistical Association82 citations Open access
Semantic Scholar
An Introduction to Proximal Causal Inference
E. T. Tchetgen Tchetgen, Andrew Ying, Yifan Cui, Xu Shi +1 more
2024Statistical Science76 citations
Semantic Scholar
A generalized theory of separable effects in competing event settings
M. Stensrud, M. Hernán, E. T. Tchetgen Tchetgen, J. Robins +2 more
2021Lifetime Data Analysis64 citations Open access
Semantic Scholar
Proximal causal inference for complex longitudinal studies
Andrew Ying, Wang Miao, Xu Shi, E. T. Tchetgen Tchetgen
2021Journal of The Royal Statistical Society Series B-statistical Methodology57 citations Open access
Semantic Scholar
Conditional Separable Effects
M. Stensrud, J. Robins, Aaron L. Sarvet, E. T. Tchetgen Tchetgen +1 more
202057 citations Open access
Semantic Scholar
Semiparametric Inference for Nonmonotone Missing-Not-at-Random Data: The No Self-Censoring Model
D. Malinsky, I. Shpitser, E. T. Tchetgen Tchetgen
2019Journal of the American Statistical Association53 citations Open access
Semantic Scholar
Proximal mediation analysis
O. Dukes, I. Shpitser, E. T. Tchetgen Tchetgen
2021Biometrika42 citations Open access
Semantic Scholar
Comment on “Blessings of Multiple Causes”
E. Ogburn, I. Shpitser, E. T. Tchetgen Tchetgen
2019Journal of the American Statistical Association40 citations Open access
Semantic Scholar
Prediction sets adaptive to unknown covariate shift.
H. Qiu, Edgar Dobriban, E. T. Tchetgen Tchetgen
2022Journal of The Royal Statistical Society Series B-statistical Methodology39 citations Open access
Semantic Scholar
Identification and Semiparametric Efficiency Theory of Nonignorable Missing Data with a Shadow Variable
Wang Miao, Lan Liu, Yilin Li, E. T. Tchetgen Tchetgen +1 more
2024ACM / IMS Journal of Data Science35 citations Open access
Semantic Scholar
Non-parametric inference about mean functionals of non-ignorable non-response data without identifying the joint distribution.
Wei Li, Miao Wang, E. T. Tchetgen Tchetgen
2021Journal of The Royal Statistical Society Series B-statistical Methodology31 citations Open access
Semantic Scholar
Universal Difference-in-Differences for Causal Inference in Epidemiology
E. T. Tchetgen Tchetgen, Chan Park, D. Richardson
2023Epidemiology30 citations Open access
Semantic Scholar
Real-world Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents
Qiong Wu, Jiayi Tong, Bing-Yu Zhang, Da-Zheng Zhang +24 more
2023Annals of Internal Medicine29 citations Open access
Semantic Scholar
Selective machine learning of doubly robust functionals.
Yi-Fan Cui, E. T. Tchetgen Tchetgen
201927 citations
Semantic Scholar
Generalized Difference-in-Differences
D. Richardson, T. Ye, E. T. Tchetgen Tchetgen
2022Epidemiology25 citations
Semantic Scholar
Instrumental Variable Estimation of Marginal Structural Mean Models for Time-Varying Treatment
H. Michael, Yi-Fan Cui, S. Lorch, E. T. Tchetgen Tchetgen
2020Journal of the American Statistical Association24 citations Open access
Semantic Scholar
A Semiparametric Approach to Model-Based Sensitivity Analysis in Observational Studies
B. Zhang, E. T. Tchetgen Tchetgen
2019Journal of the Royal Statistical Society. Series A,24 citations Open access
Semantic Scholar
Real-world effectiveness and causal mediation study of BNT162b2 on long COVID risks in children and adolescents
Qiong Wu, Bing-Yu Zhang, Jia-Yi Tong, L. C. Bailey +23 more
2024medRxiv23 citations Open access
Semantic Scholar
Population uptake of HIV testing, treatment, viral suppression, and male circumcision in Botswana: a cluster-randomized trial
K. Wirth, T. Gaolathe, Molly Pretorius-Holme, M. Mmalane +37 more
2020The Lancet HIV21 citations Open access
Semantic Scholar
Cross-sectional estimates revealed high HIV incidence in Botswana rural communities in the era of successful ART scale-up in 2013-2015
S. Moyo, S. Gaseitsiwe, Terence Mohammed, Molly Pretorius-Holme +23 more
2018PLoS ONE21 citations Open access
Semantic Scholar
Regression-based proximal causal inference
Jie-Wen Liu, Chan Park, K. Li, E. T. Tchetgen Tchetgen
2024American Journal of Epidemiology20 citations Open access
Semantic Scholar
Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Optimal Transport and Conformal Prediction Sets
R. Berk, A. Kuchibhotla, E. T. Tchetgen Tchetgen
2021Sociological Methods & Research20 citations Open access
Semantic Scholar
End-to-End Balancing for Causal Continuous Treatment-Effect Estimation
M. T. Bahadori, E. T. Tchetgen Tchetgen, D. Heckerman
2021International Conference on Machine Learning19 citations
Semantic Scholar
Proximal Causal Inference for Marginal Counterfactual Survival Curves
Andrew Ying, Yi-Fan Cui, E. T. Tchetgen Tchetgen
202217 citations
Semantic Scholar
A self‐censoring model for multivariate nonignorable nonmonotone missing data
Yilin Li, Wang Miao, I. Shpitser, E. T. Tchetgen Tchetgen
2022Biometrics17 citations Open access
Semantic Scholar
Identification and estimation of causal peer effects using double negative controls for unmeasured network confounding.
Naoki Egami, E. T. Tchetgen Tchetgen
2021Journal of The Royal Statistical Society Series B-statistical Methodology17 citations Open access
Semantic Scholar
Counterexamples to "The Blessings of Multiple Causes" by Wang and Blei
E. Ogburn, I. Shpitser, E. T. Tchetgen Tchetgen
202016 citations
Semantic Scholar
Single proxy control.
Chan Park, D. Richardson, E. T. Tchetgen Tchetgen
2023Biometrics15 citations Open access
Semantic Scholar
EFFICIENT AND MULTIPLY ROBUST RISK ESTIMATION UNDER GENERAL FORMS OF DATASET SHIFT
H. Qiu, E. T. Tchetgen Tchetgen, Edgar Dobriban
2023Annals of Statistics14 citations Open access
Semantic Scholar
Marginal structural models for life-course theories and social epidemiology: Definitions, sources of bias, and simulated illustrations.
P. Gilsanz, Jessica G. Young, M. Glymour, E. T. Tchetgen Tchetgen +3 more
2021American Journal of Epidemiology14 citations Open access
Semantic Scholar
Regression-based Negative Control of Homophily in Dyadic Peer Effect Analysis
Lan Liu, E. T. Tchetgen Tchetgen
2020Biometrics13 citations Open access
Semantic Scholar
Using negative controls to adjust for unmeasured confounding bias in time series studies
J. Hu, E. T. Tchetgen Tchetgen, F. Dominici
2023Nature Reviews Methods Primers12 citations
Semantic Scholar
Introducing Proximal Causal Inference for Epidemiologists.
P. Zivich, S. R. Cole, Jessie K. Edwards, Grace E. Mulholland +2 more
2023American Journal of Epidemiology12 citations Open access
Semantic Scholar
Distinguishing Causation from Correlation in the Use of Correlates of Protection to Evaluate and Develop Influenza Vaccines.
W. Lim, N. H. Leung, S. Sullivan, E. T. Tchetgen Tchetgen +1 more
2019American Journal of Epidemiology12 citations Open access
Semantic Scholar
Bias-aware model selection for machine learning of doubly robust functionals
Yi-Fan Cui, E. T. Tchetgen Tchetgen
201911 citations
Semantic Scholar
Structural cumulative survival models for estimation of treatment effects accounting for treatment switching in randomized experiments
Andrew Ying, E. T. Tchetgen Tchetgen
2022Biometrics10 citations Open access
Semantic Scholar
The choice to define competing risk events as censoring events and implications for causal inference
Jessica G. Young, E. T. Tchetgen Tchetgen, M. Hernán
201810 citations
Semantic Scholar
Using instruments for selection to adjust for selection bias in Mendelian randomization
A. Gkatzionis, E. T. Tchetgen Tchetgen, Jon E. Heron, K. Northstone +1 more
2022Statistics in Medicine9 citations Open access
Semantic Scholar
On Mendelian Randomization Mixed-Scale Treatment Effect Robust Identification (MR MiSTERI) and Estimation for Causal Inference
Zhonghua Liu, Ting Ye, Baoluo Sun, M. Schooling +1 more
2020medRxiv9 citations Open access
Semantic Scholar
On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable
Yi-Fan Cui, E. T. Tchetgen Tchetgen
20209 citations Open access
Semantic Scholar
A stochastic second-order generalized estimating equations approach for estimating association parameters
Tom Chen, E. T. Tchetgen Tchetgen, Rui Wang
2020Journal of Computational And Graphical Statistics9 citations Open access
Semantic Scholar
Generalized interpretation and identification of separable effects in competing event settings.
M. Stensrud, Miguel A. Hern'an, E. T. Tchetgen Tchetgen, J. Robins +2 more
20209 citations
Semantic Scholar
Doubly robust and efficient calibration of prediction sets for right-censored time-to-event outcomes
Rebecca Farina, E. T. Tchetgen Tchetgen, A. Kuchibhotla
2025Biometrika7 citations Open access
Semantic Scholar
Regression-based Proximal Causal Inference for Right-censored Time-to-event Data.
K. Li, G. Linderman, Xu Shi, E. T. Tchetgen Tchetgen
2024Epidemiology7 citations Open access
Semantic Scholar

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