Index - Presidential Chair Professor

Name

Yongtao Guan

Title

Presidential Chair Professor

Education Background

Ph.D. in Statistics, Texas A&M University
B.S. in Probability & Statistics, Minor in Economics, Peking University

Research

Spatial Statistics and its applications in Finance, Social Media, Epidemiology and other fields

Personal Website

guanyongtao@cuhk.edu.cn

Office Address

Phone

Teaching Area

Other

Biography

Prof. Yongtao Guan is Presidential Chair Professor, Fellow of American Statistical Association. He was Leslie O. Barnes Professor and Chair of Management Science, University of Miami Herbert Business School, Director of Deloitte Institute for Research and Practice in Analytics (DIRPA).

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Awards and honors

Publications

1. "Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous Networks",Moghaddassa, R. and Guan, Y.,INFORMS Journal on Computing,34(5), 2383–2865,2022

2. "Semi-parametric Multi-nomial Logistic Regression for Multivariate Point Pattern Data",Hessellund, K., Xu, G., Guan, Y. andWaagepetersen, R.,Journal of the American Statistical Association, Theory and Methods,117(539), 1500–1515,2022

3. "Semi-Parametric Modeling of Structured Point Processes Using Multi-Level Log-Gaussian Cox Processes",Wang, W., Xu, G., Bian, J., Burch, B., Andrade, S., Huang, H., Zhang, J. and Guan, Y.,Journal of Machine Learning Research,21(192),1-39,2020

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