Research output per year
Research output per year
Personal profile
Personal profile
Assistant Professor, Department of Statistics, University of Illinois at Urbana-Champaign, 2014 – present
Faculty member, Carl R. Woese Institute for Genomic Biology, Gene Networks in Neural Development and Plasticity, 2014 – present
Faculty affiliate, Carl R. Woese Institute for Genomic Biology, Computing Genomes for Reproductive Health, 2014 – present
Postdoctoral researcher, Department of Biostatistics and Epidemiology & Statistics Department, University of Pennsylvania, 2012 – 2014
Research Interests
Statistical genomics
High-dimensional statistics
Survival analysis
Education
PhD, Biostatistics, Harvard University, 2012
A.M., Statistics, Harvard University, 2007
A.B., Chemistry and Physics, Harvard University, 2007
Office Address
116 A Illini Hall
725 S. Wright St.
M/C 374
Champaign, IL 61820
Fingerprint
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Collaborations and top research areas from the last five years
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A metabolomics pipeline highlights microbial metabolism in bloodstream infections
Mayers, J. R., Varon, J., Zhou, R. R., Daniel-Ivad, M., Beaulieu, C., Bhosle, A., Glasser, N. R., Lichtenauer, F. M., Ng, J., Vera, M. P., Huttenhower, C., Perrella, M. A., Clish, C. B., Zhao, S. D., Baron, R. M. & Balskus, E. P., Jul 25 2024, In: Cell. 187, 15, p. 4095-4112.e21Research output: Contribution to journal › Article › peer-review
Open Access -
Kernel Cox partially linear regression: Building predictive models for cancer patients' survival
Rong, Y., Zhao, S. D., Zheng, X. & Li, Y., Jan 15 2024, In: Statistics in Medicine. 43, 1, p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Nonparametric empirical Bayes biomarker imputation and estimation
Barbehenn, A. & Zhao, S. D., 2024, (Accepted/In press) In: Statistics in Medicine. 43, 19, p. 3742-3758 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Power of testing for exposure effects under incomplete mediation
Zhou, R. R., Zucker, D. M. & Zhao, S. D., May 1 2024, In: International Journal of Biostatistics. 20, 1, p. 217-228 12 p.Research output: Contribution to journal › Article › peer-review
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A compound decision approach to covariance matrix estimation
Xin, H. & Zhao, S. D., Jun 2023, In: Biometrics. 79, 2, p. 1201-1212 12 p.Research output: Contribution to journal › Article › peer-review
Open Access