Eric J. Tchetgen Tchetgen, PhD
Professor of Biostatistics in Biostatistics and Epidemiology
Department: Biostatistics and Epidemiology
Graduate Group Affiliations
Contact information
Department of Biostatistics, Epidemiology and Informatics
University of Pennsylvania, Perelman School of Medicine
609 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104-6021
University of Pennsylvania, Perelman School of Medicine
609 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104-6021
Fax: 215-573-4865
Email:
ett@wharton.upenn.edu
ett@wharton.upenn.edu
Education:
BS (Applied Mathematics)
Yale University, 1999.
PhD (Biostatistics)
Harvard University, 2006.
Permanent linkBS (Applied Mathematics)
Yale University, 1999.
PhD (Biostatistics)
Harvard University, 2006.
Selected Publications
Cui Y, Moyo S, Pretorius Holme M, Hurwitz KE, Choga W, Bennett K, Chakalisa U, San JE, Manyake K, Kgathi C, Diphoko A, Gaseitsiwe S, Gaolathe T, Essex M, Tchetgen Tchetgen E, Makhema JM, Lockman S: Predictors of HIV seroconversion in Botswana: machine learning analysis in a representative, population-based HIV incidence cohort. AIDS Nov 2024 Notes: doi: 10.1097/QAD.0000000000004055. Epub ahead of print.Berk RA, Kuchibhotla AK, Tchetgen Tchetgen EJ: Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Optimal Transport and Conformal Prediction Sets. Sociological Methods and Research 53(4): 1629-1675, Nov 2024 Notes: doi.org/10.1177/00491241231155883. Epub ahead of print. Mar 2023.
Gkatzionis A, Tchetgen Tchetgen EJ, Heron J, Northstone K, Tilling K: Using instruments for selection to adjust for selection bias in Mendelian randomization. Statistics in Medicine 43(22): 4250-4271, Sep 2024 Notes: doi: 10.1002/sim.10173. Epub 2024 Jul 22.
Liu J, Park C, Li K, Tchetgen Tchetgen EJ: Regression-Based Proximal Causal Inference. American Journal of Epidemiology Page: kwae370, Sep 2024 Notes: doi: 10.1093/aje/kwae370. Epub ahead of print.
Cui Y, Tchetgen Tchetgen EJ: Selective machine learning of doubly robust functionals. Biometrika 111(2): 517-535, Jun 2024 Notes:
Zhang J, Li W, Miao W, Tchetgen Tchetgen EJ: Corrigendum to “Proximal causal inference without uniqueness assumptions" [Statistics and Probability Letters 198 (2023) 1-8/109836] Statistics and Probability Letters 208: 110055, May 2024 Notes: 10.1016/j.spl.2024.110055.
Zhang J, Li W, Miao W, Tchetgen Tchetgen E: Corrigendum to “Proximal causal inference without uniqueness assumptions” [Statistics and Probability Letters 198 (2023) 1-8/109836] Statistics & Probability Letters 208: 110055, May 2024 Notes: doi.org/10.1016/j.spl.2024.110055.
Miao W, Liu L, Li Y, Tchetgen Tchetgen E, Geng Z: Identification and Semiparametric Efficiency Theory of Nonignorable Missing Data with a Shadow Variable. ACM / IMS Journal of Data Science 1(5): 1-23, Apr 2024 Notes: doi.org/10.1145/3592389.
Park C, Richardson DB, Tchetgen Tchetgen EJ: Single proxy control. Biometrics 80(2): ujae027, Mar 2024.
Yang Y, Kumar Kuchibhotla A, Tchetgen Tchetgen E: Doubly robust calibration of prediction sets under covariate shift. Journal of the Royal Statistical Society Series B: Statistical Methodology Page: qkae009, Mar 2024 Notes: doi.org/10.1093/jrsssb/qkae009