Tao Wang achieved his PhD degree in statistics at Hong Kong Baptist University, and was a Postdoctoral Associate in the Department of Biostatistics at Yale School of Public Health. He is a reviewer for Mathematical Reviews, an ISI elected member, and an Assistant Professor Adjunct of Biostatistics at Yale School of Public Health.
Education and Research Experience
Associate Professor, 2020/09 - Present, Department of Statistics, Shanghai Jiao Tong University
Associate Professor, 2016/01 - Present, Department of Bioinformatics and Biostatistics, Shanghai Jiao Tong University
Principal Investigator, 2016/01 - Present, SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University
Postdoctoral Associate, 2014/01 - 2015/12, Department of Biostatistics, Yale School of Public Health
Associate Professor, 2020/09 - Present, Department of Statistics, Shanghai Jiao Tong University
Associate Professor, 2016/01 - Present, Department of Bioinformatics and Biostatistics, Shanghai Jiao Tong University
Principal Investigator, 2016/01 - Present, SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University
Postdoctoral Associate, 2014/01 - 2015/12, Department of Biostatistics, Yale School of Public Health
Research Interests
Statistical Machine Learning
Statistics for High-Dimensional Data
Statistics for Microbiome Data
Statistical Machine Learning
Statistics for High-Dimensional Data
Statistics for Microbiome Data
Research Interests
Statistical Machine Learning
Statistical Machine Learning
Statistics for High-Dimensional Data
Statistics for High-Dimensional Data
Statistics for Microbiome Data
Statistics for Microbiome Data
Selected Publications
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Wang T: Dimension reduction via adaptive slicing. Statistica Sinica 2021. DOI: 10.5705/ss.202019.0102.
Wang T, Zhao H: Constructing predictive microbial signatures at multiple taxonomic levels. Journal of the American Statistical Association 2017, 112(519): 1022-1031
Wang T, Zhao H: A Dirichlet-tree multinomial regression model for associating dietary nutrients with gut microorganisms. Biometrics 2017, 73(3): 792-801
Wang T, Zhao H: Structured subcomposition selection in regression and its application to microbiome data analysis. The Annals of Applied Statistics 2017, 11(2): 771-791
Guo X, Wang T, Zhu L: Model checking for parametric single-index models: a dimension reduction model-adaptive approach. Journal of The Royal Statistical Society Series B 2016, 78(5): 1013-1035