Sports Analytics

Main Topic: Sports Statistics Methods for Basketball, Soccer, Football, and eSporst Analytics; Players Grouping; Shooting and Movement Analysis

Selective Paper:

• Hu, G., Yang, H-C., Xue, Y.. (2020) Bayesian Group Learning for Shot Selection of Professional Basketball Players STAT link

• Jiao, J.+, Hu, G., Yan, J.. (To appear) A Bayesian Joint Model for Spatial Point Processes with Application to Basketball Shot Chart Journal of Quantitative Analysis in Sports link

• Yin, F.+, Jiao, J.+, Hu, G.*, Yan, J.. Bayesian Nonparametric Estimation for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations link

• Yin, F.+, Hu, G., Shen, W.. Analysis of professional basketball field goal attempts via a Bayesian matrix clustering approach link