Faculty

Prof. Zhanrui Cai

Assistant Professor at IIM (View Profile)

  • Ph.D. The Pennsylvania State University

  • High dimensional inference, machine learning, and differential privacy.

Prof. Jing Ouyang

Assistant Professor at IIM (View Profile)

  • Ph.D. University of Michigan

  • Latent variable models, psychometrics, high-dimensional statistical inference, and statistical machine learning.

Prof. Xinghao Qiao

Associate Professor at IIM (View Profile)

  • Ph.D. University of Southern California

  • Causal inference and experimental design, complex time series analysis, high-dimensional statistics/econometrics, statistical foundations of LLMs, functional data analysis

Prof. Haipeng Shen

Associate Vice-President (Teaching and Learning - TPG), Associate Dean (EMBA and IMBA), Patrick S C Poon Professor in Analytics and Innovation, Chair of Business Analytics and Innovation (View Profile)

  • Ph.D. University of Pennsylvania

  • Data-driven decision making in the face of uncertainty (big data, business analytics, healthcare analytics, service engineering).

Prof. Xin Tong

Professor at IIM (View Profile)

  • Ph.D. Princeton University

  • Asymmetry in statistical learning, local information in networks, AI ethics, algorithmic market, societal impact of AI development.

Prof. Weichen Wang

Assistant Professor at IIM (View Profile)

  • Ph.D. Princeton University

  • Big data analysis, machine learning, econometrics and asset pricing, factor model and low-rank structure, semi-parametric and robust statistics.

Prof. Dan Yang

Associate Professor at IIM, Associate Director for Institute of Digital Economy and Innovation (IDEI) (View Profile)

  • Ph.D. University of Pennsylvania

  • Business analytics in finance and healthcare, high-dimensional statistical inference, tensor data, time series analysis, dimension reduction, functional data analysis and multivariate data analysis, analysis of observational studies and causal inference.

Prof. Junting Duan

Assistant Professor at IIM (View Profile)

  • Ph.D. Stanford University

  • Causal inference