A quantitative approach to influential factors in One Day International cricket: analysis based on Bangladesh
Article
Article Title | A quantitative approach to influential factors in One Day International cricket: analysis based on Bangladesh |
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Article Category | Article |
Authors | Khan, Jahidur Rahmna (Author), Biswas, Raaj Kishore (Author) and Kabir, Enamul (Author) |
Journal Title | Journal of Sports Analytics |
Journal Citation | 5, pp. 57-63 |
Number of Pages | 7 |
Year | 2019 |
Place of Publication | Netherlands |
Digital Object Identifier (DOI) | https://doi.org/10.3233/JSA-170260 |
Web Address (URL) | https://content.iospress.com/articles/journal-of-sports-analytics/jsa260 |
Abstract | The Bangladesh Cricket Team has performed well in the recent past with steady traits of improvement. Apart from the players’ performance, some external factors are associated with the outcome of a cricket match. This paper investigates prematch toss, batting sequence, match time, opposition team’s origin and time (in years) as independent factors influencing the performance of the Bangladesh team. Outcomes of 314 One Day International (ODI) matches were fitted with a typical logistic regression model and modified Poisson model to explore the association of these factors with match results. Both models showed consistency, although the logistic model outcomes were extreme with wider confidence intervals for odds ratios, compared to the risk ratios of the modified Poisson regression model. Bangladesh, a country where cricket reflects nationalism, has shown significant improvement over time. They tend to perform better in day matches, play superior cricket against non-Asian teams and take full home advantage. |
Keywords | sports, ODI cricket, logistic model, modified poisson model, Bangladesh |
ANZSRC Field of Research 2020 | 429999. Other health sciences not elsewhere classified |
Byline Affiliations | University of Dhaka, Bangladesh |
School of Agricultural, Computational and Environmental Sciences | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q55y1/a-quantitative-approach-to-influential-factors-in-one-day-international-cricket-analysis-based-on-bangladesh
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