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Statistical Analysis of K-League Data using Poisson Model
- Authors
- 김양진
- Issue Date
- Oct-2012
- Publisher
- 한국통계학회
- Keywords
- Bivariate poisson data; diagonal inflation model; K-league; random effect; recurrent event data.
- Citation
- 응용통계연구, v.25, no.5, pp 775 - 783
- Pages
- 9
- Journal Title
- 응용통계연구
- Volume
- 25
- Number
- 5
- Start Page
- 775
- End Page
- 783
- ISSN
- 1225-066X
2383-5818
- 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.
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