Guanqun Cao Associate Professor

Department of Mathematics and Statistics / College of Sciences and Mathematics

Auburn University

Personal Website

https://www.auburn.edu/cosam/faculty/math_stats/cao_g/index.htm

http://webhome.auburn.edu/~gzc0009/

Publication Page

http://webhome.auburn.edu/~gzc0009/publications.html

http://webhome.auburn.edu/~gzc0009/research.html

WoS ResearcherID

Expertise

Research

Functional Data Classification via Deep Learning
Functional Data Regression via Deep Learning
Simultaneous Inference for Functional Characteristics
Statistical Algorithms for Modern Power Systems

Subject Area

Statistics

Research and Teaching Interests

Functional/longitudinal data, non- and semi-parametric models, polynomial spline smoothing, count data.

Research Interests:

Deep Learning, Functional Data Analysis, Machine Learning, Imaging Data Analysis, Non/semi-parametric Regression

Affiliations

Associate Professor, Department of Mathematics and Statistics, College of Sciences and Mathematics, Auburn University

Associate Professor, Wireless Engineering Research and Education Center, Department of Electrical and Computer Engineering, Samuel Ginn College of Engineering, Auburn University

Past Affiliations

Assistant Professor, Wireless Engineering Research and Education Center, Department of Electrical and Computer Engineering, Samuel Ginn College of Engineering, Auburn University

Assistant Professor, Department of Mathematics and Statistics, College of Sciences and Mathematics, Auburn University

Assistant Professor, Wireless Engineering Research and Education Center, Department of Electrical and Computer Engineering, Samuel Ginn College of Engineering, Auburn University

Communities

Statistics, Mathematics, Computer Engineering

Degrees

PhD, Michigan State University, Statistics, 2012
MS, University of Science and Technology of China, China, Statistics, 2007
BS, Anhui University, China, Statistics, 2004