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http://dx.doi.org/10.5351/KJAS.2012.25.5.775

Statistical Analysis of K-League Data using Poisson Model  

Kim, Yang-Jin (Department of Statistics, Sookmyung Women's University)
Publication Information
The Korean Journal of Applied Statistics / v.25, no.5, 2012 , pp. 775-783 More about this Journal
Abstract
Several statistical models for bivariate poisson data are suggested and used to analyze 2011 K-league data. Our interest is composed of two purposes: The first purpose is to exploit potential attacking and defensive abilities of each team. Particular, a bivariate poisson model with diagonal inflation is incorporated for the estimation of draws. A joint model is applied to estimate an association between poisson distribution and probability of draw. The second one is to investigate causes on scoring time of goals and a regression technique of recurrent event data is applied. Some related future works are suggested.
Keywords
Bivariate poisson data; diagonal inflation model; K-league; random effect; recurrent event data;
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