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12/12/2020
Zero Inflated Poisson Model with Clustered Regression Coefficients: an Application to Heterogeneity Learning of Field Goal Attempts of Professional Basketball Players
Although basketball is a dynamic process sport, with 5 plus 5 players co...
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08/10/2020
Time Fused Coefficient SIR Model with Application to COVID-19 Epidemic in the United States
In this paper, we propose a Susceptible-Infected-Removal (SIR) model wit...
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06/12/2020
Bayesian Group Learning for Shot Selection of Professional Basketball Players
In this paper, we develop a group learning approach to analyze the under...
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02/16/2020
Bayesian Spatial Homogeneity Pursuit Regression for Count Value Data
Spatial regression models are ubiquitous in many different areas such as...
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01/17/2020
Bayesian Inference for Big Spatial Data Using Non-stationary Spectral Simulation
It is increasingly understood that the assumption of stationarity is unr...
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12/08/2019