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05/20/2022
Multidimensional heterogeneity learning for count value tensor data with applications to field goal attempt analysis of NBA players
We propose a multidimensional tensor clustering approach for studying ho...
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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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07/05/2020
Geographically Weighted Regression Analysis for Spatial Economics Data: a Bayesian Recourse
The geographically weighted regression (GWR) is a well-known statistical...
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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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04/25/2020
Bayesian Clustered Coefficients Regression with Auxiliary Covariates Assistant Random Effects
In regional economics research, a problem of interest is to detect simil...
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02/16/2020
Bayesian Spatial Homogeneity Pursuit of Functional Data: an Application to the U.S. Income Distribution
An income distribution describes how an entity's total wealth is distrib...
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02/08/2020
A comparison of Bayesian accelerated failure time models with spatially varying coefficients
The accelerated failure time (AFT) model is a commonly used tool in anal...
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12/08/2019
Spatial Weibull Regression with Multivariate Log Gamma Process and Its Applications to China Earthquake Economic Loss
Bayesian spatial modeling of heavy-tailed distributions has become incre...
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08/24/2019
Geographically Weighted Cox Regression for Prostate Cancer Survival Data in Louisiana
The Cox proportional hazard model is one of the most popular tools in an...
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07/04/2019
Bayesian Heterogeneity Pursuit Regression Models for Spatially Dependent Data
Most existing spatial clustering literatures discussed the cluster algor...
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09/05/2018