Applied Multivariate Statistical Analysis in Sports: A Case of Boxing

• 발행기관: 한국자료분석학회
• 저자명: C. Christopher Lee Ik-Whan G. Kwon
• 간행물 정보: 『Journal of The Korean Data Analysis Society (JKDAS)』Vol.6 No.3, 613~623쪽, 전체 11쪽
• 주제분류: 자연과학 > 통계학
• 파일형태: PDF
• 발행일자: 2004.06.30

영문 초록

The purpose of this paper is to develop a multivariate statistical model for boxing matches. The model can estimate which factors affect match outcomes more effectively. This research employs a logistic regression model in which boxing match outcome, a dichotomous variable is used as a dependent variable. This study suggests that among a variety of independent variables, win/loss ratio, use of different punching techniques and state of mind prior to the match appear to play an important role in determining the match outcome.

목차

1. Introduction

2. Literature Review

3. Methodology

4. Analysis of Results

5. Summary and Conclusion

References

키워드

logistic regression analysis sports statistics multivariate statistics amateur boxing