GUAN, Yongtao
POSITION/TITLE
Senior Research Scientist of SRIBD
Presidential Chair Professor of CUHKSZ
EDUCATION BACKGROUND
Ph.D. in Statistics, Texas A&M University
B.S. in Probability & Statistics, Minor in Economics, Peking University
RESEARCH FIELD
Spatial Statistics and its applications in Finance, Social Media, Epidemiology and other fields
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).
ACADEMIC PUBLICATIONS
1. "Mean Corrected Generalized Estimating Equations for Longitudinal Binary Outcomes with Report Bias",Li, C., Shen, Y., Xiao, Q., Rathbun, S., Huang, H. and Guan, Y.,Biometrics,Submitted
2. "Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous Networks",Moghaddassa, R. and Guan, Y.,INFORMS Journal on Computing,Submitted
3. "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,to appear
4. "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
5. "Nonparametric Estimation of the Pair Correlation Function of Replicated Inhomogeneous Point Processes",Xu, G., Zhao, C., Jalilian, A., Waagepetersen, R., Zhang, J. and Guan, Y.,Electronic Journal of Statistics,14, 3730-3765,2020
