Statistical Analysis of K-League Data using Poisson Model
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초록

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.

키워드

Bivariate poisson datadiagonal inflation modelK-leaguerandom effectrecurrent event data.
제목
Statistical Analysis of K-League Data using Poisson Model
저자
김양진
DOI
10.5351/KJAS.2012.25.5.775
발행일
2012-10
저널명
응용통계연구
25
5
페이지
775 ~ 783