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Eric J. Tchetgen Tchetgen, PhD
61Professor of Biostatistics in Biostatistics and Epidemiology
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Department: Biostatistics and Epidemiology
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Graduate Group Affiliations
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Contact information
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Department of Biostatistics, Epidemiology and Informatics
3f University of Pennsylvania, Perelman School of Medicine
19 609 Blockley Hall
3a 423 Guardian Drive
Philadelphia, PA 19104-6021
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3f University of Pennsylvania, Perelman School of Medicine
19 609 Blockley Hall
3a 423 Guardian Drive
Philadelphia, PA 19104-6021
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Fax: 215-573-4865
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Email:
ett@wharton.upenn.edu
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ett@wharton.upenn.edu
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Education:
21 7 BS 20 (Applied Mathematics) c
28 Yale University, 1999.
21 8 PhD 1a (Biostatistics) c
2b Harvard University, 2006.
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Permanent link21 7 BS 20 (Applied Mathematics) c
28 Yale University, 1999.
21 8 PhD 1a (Biostatistics) c
2b Harvard University, 2006.
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178 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.
14b 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.
10e 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.
cc Cui Y, Tchetgen Tchetgen EJ: Selective machine learning of doubly robust functionals. Biometrika 111(2): 517-535, Jun 2024 Notes:
157 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.
15e 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.
13a 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.
b0 Park C, Richardson DB, Tchetgen Tchetgen EJ: Single proxy control. Biometrics 80(2): ujae027, Mar 2024.
148 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
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Selected Publications
1df 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.178 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.
14b 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.
10e 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.
cc Cui Y, Tchetgen Tchetgen EJ: Selective machine learning of doubly robust functionals. Biometrika 111(2): 517-535, Jun 2024 Notes:
157 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.
15e 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.
13a 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.
b0 Park C, Richardson DB, Tchetgen Tchetgen EJ: Single proxy control. Biometrics 80(2): ujae027, Mar 2024.
148 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
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