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Tao Wang

Special Researcher/Tenure-track Associate Professor

  • Tel: +86-021 34204105
  • Email: neowangtao@sjtu.edu.cn
  • Address: Room 520, Jiequan Ye Building
  • Lab Web: https://sites.google.com/life.hkbu.edu.hk/neowangtao
  • 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

  • Principal Investigator, January 2016 - Present, SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University
  • Associate Professor, January 2016 - Present, Department of Bioinformatics and Biostatistics, Shanghai Jiao Tong University
  • Postdoctoral Associate, January 2014 - December 2015, Department of Biostatistics, Yale School of Public Health Supervisor: Hongyu Zhao

Research Interests

Statistical Inference for High-dimensional Complex Data

Statistical Inference for High-dimensional Complex Data

Dimension Reduction for Biomedical Data

Dimension Reduction for Biomedical Data

Statistical Analysis of Microbiome Data

Statistical Analysis of Microbiome Data

Selected Publications

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    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 (accepted) 2015

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    Wang T, Chen M, Zhao H: Extracting DNA methylation values by joint modeling of multiple profiles. Biometrics (accepted) 2015

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    Xu P, Zhang J, Huang X, Wang T: Efficient estimation for marginal generalized partially linear single-index models with longitudinal data. Test (accepted) 2015

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    Wang T, Wen X, Zhu L: Multiple-population sufficient dimension reduction. Statistics and Computing (accepted) 2015

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    Wang T, Zhang J, Liang H, Zhu L: Estimation of a groupwise additive multi-index model and its applications. Statistica Sinica 2015, 25(2):551–567

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    Xu P, Wang T, Zhu H, Zhu L: Double penalized H-likelihood for selection of fixed and random effects in mixed effects models. Statistics in Biosciences 2015, 7:108–128

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    Wang T, Xu P, Zhu L: Variable selection and estimation for semi-parametric multiple index models. Bernoulli 2015, 21:242–275

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    Wang T, Zhu L: A distribution-based LASSO for a general single-index model. Science China Mathematics 2015, 58:109–130

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    Wang T, Guo X, Xu P, Zhu L: Transformed sufficient dimension reduction. Biometrika 2014, 101(4):815–829

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    Feng Z, Wang T, Zhu L: Transformation-based estimation. Computational Statistics and Data Analysis 2014, 78:186–205

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Teaching Experiences

  • Statistical Methods in Data Science
  • Generalized Linear Models (Categorical Data Analysis)
  • Longitudinal and Multilevel Data Analysis
  • National Natural Science Foundation of China, 11971017, PI, 2020.1-2023.12
  • National Natural Science Foundation of China, 11601326, PI, 2017.1-2019.12
  • National Key R&D Program of China, 2018YFC0910500, Participant, 2018.7-2020.12
  • Shanghai Municipal Science and Technology Major Project, 2017SHZDZX01, Participant, 2019.1-2020.12
  • General Research Fund (Hong Kong Research Grants Council), 16307818, Co-Investigator, 2019.1-2021.12
  • SJTU Trans-med Awards Research, YG2019QNA26, Co-PI, 2020.1-2022.12
  • SJTU Trans-med Awards Research, YG2019QNA37, Co-PI, 2020.1-2022.12
  • Faculty Start-up Fund, WF220408007, PI, 2016.1-2018.12

Selected Grants