Hongzhe Li (Lee), Ph.D.
Perelman Professor in Biostatistics, Epidemiology, and Informatics
Department: Biostatistics and Epidemiology
Graduate Group Affiliations
Contact information
Department of Biostatistics and Epidemiology
University of Pennsylvania Perelman School of Medicine
215 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104-6021
University of Pennsylvania Perelman School of Medicine
215 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104-6021
Office: 215-573-5038
Fax: 215-573 1050
Fax: 215-573 1050
Email:
hongzhe@upenn.edu
hongzhe@upenn.edu
Education:
B.S. (Mathematics/Information)
Peking University, 1989.
Ph.D. (Statistics)
University of Washington, 1995.
Permanent linkB.S. (Mathematics/Information)
Peking University, 1989.
Ph.D. (Statistics)
University of Washington, 1995.
Selected Publications
Wang, J; Li, H: Estimation of Genetic Correlation with Summary Association Statistics. Biometrika 109(2): 421-438, Jun 2022 Notes: https://doi.org/10.1093/biomet/asab030.Mennella, J; Li, Y; Bittinger, K; Friedman, E; Zhao, C; Li, H; Wu, G; Trabulsi, J: The Macronutrient Composition of Infant Formula Produces Differences in Gut Microbiota Maturation That Associate with Weight Gain Velocity and Weight Status. Nutrients 14(6): 1241, Mar 2022 Notes: doi: 10.3390/nu14061241.
Mennella, J; Li, Y; Bittinger, K; Friedman, E; Zhao, C; Li, H; Wu, G; Trabulsi, J: The Macronutrient Composition of Infant Formula Produces Differences in Gut Microbiota Maturation That Associate with Weight Gain Velocity and Weight Status. NUTRIENTS 14(6), Mar 2022 Notes: DOI: 10.3390/nu140612.
Li, S; Cai, T; Li, H: Transfer Learning for High-Dimensional Linear Regression: Prediction, Estimation and Minimax Optimality. Journal of the Royal Statistical Society: Series B Stat Methodology 84(1): 149-173, Feb 2022 Notes: doi: 10.1111/rssb.12479. Epub 2021 Nov 16.
Kondo, A; Ma, S; Lee, M; Ortiz, V; Traum, D; Schug, J; Wilkins, B; Terry, N; Lee, H; Kaestner, K: Highly Multiplexed Image Analysis of Intestinal Tissue Sections in Patients With Inflammatory Bowel Disease. Gastroenterology 161(6): 1940-1952, Dec 2021 Notes: doi: 10.1053/j.gastro.2021.08.055. Epub 2021 Sep 14.
Viles, W; Madan, J; Li, H; Karagas, M; Hoen, A: Information Content of Higher-Order Association of the Human Microbiota Network. Annals of Applied Statistics 15(4): 1788-1807, Dec 2021 Notes: doi: 10.1214/21-aoas1449. Epub 2021 Dec 21.
Wu, G; Li, Y; Li, H; Friedman, E; Carr, R; Bittinger, K; Chau, L; Murphy, D; Lee, J; Adorini, L; Erickson, M: Fecal Metabolomic Signatures of Bile and Amino Acids Distinguish Patients with Nash in the Regenerate Study Compared to a Healthy Control Population. HEPATOLOGY 74: 956A-956A, Oct 2021.
Grams, M; Surapaneni, A; Chen, J; Zhou, L; Yu, Z; Dutta, D; Welling, P; Chatterjee, N; Zhang, J; Arking, D; Chen, T; Rebholz, C; Yu, B; Schlosser, P; Rhee, E; Ballantyne, C; Boerwinkle, E; Lutsey, P; Mosley, T; Feldman, H; Dubin, R; Ganz, P; Lee, H; Zheng, Z; Coresh, J: Proteins Associated with Risk of Kidney Function Decline in the General Population. J Am Soc Nephro 32(9): 2291-2302, Sep 2021 Notes: doi: 10.1681/ASN.2020111607.
Ma, R; Cai, T; Li, H: Optimal Estimation of Bacterial Growth Rates Based on Permutated Monotone Matrix. Biometrika 108(3): 693-708, Sep 2021 Notes: doi.org/10.1093/biomet/asaa082.
Lewis, J; Sandler, R; Brotherton, C; Brensinger, C; Li, H; Kappelman, M; Daniel, S; Bittinger, K; Albenberg, L; Valentine, J; Hanson, J; Suskind, D; Meyer, A; Compher, C; Bewtra, M; Saxena, A; Dobes, A; Cohen, B; Flynn, A; Fischer, M; Saha, S; Swaminath, A; Yacyshyn, B; Scherl, E; Horst, S; Curtis, J; Braly, K; Nessel, L; McCauley, M; McKeever, L; Herfarth, H; DINE-CD Study Group: A Randomized Trial Comparing the Specific Carbohydrate Diet to a Mediterranean Diet in Adults With Crohn's Disease. Gastroenterology 161(3): 837-852.e9, Sep 2021 Notes: doi: 10.1053/j.gastro.2021.05.047. Epub 2021 May 27.