1. Composite rating method: Application to European basketball leagues.
- Author
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Ambrutis, Andrius and Povilaitis, Mantas
- Subjects
- *
PREDICTION models , *TEAM sports , *COLLECTIVE efficacy , *SPORTS events , *CONCEPTUAL structures , *BASKETBALL , *ATHLETIC ability , *FORECASTING , *ALGORITHMS - Abstract
This paper introduces the Composite Rating Method (CRM), a novel approach for the integrated evaluation of basketball player and team performances across multiple leagues. Utilizing data from Euroleague, EuroCup, and Basketball Champions League, the presented method provides comprehensive and accurate rankings, including accounting for actions not included in personal statistics. Drawing inspiration from established methodologies such as ELO, PER, Offensive and Defensive ratings, CRM offers a balanced assessment of player and team capabilities. The paper delineates the data collection and preprocessing procedures, details the algorithmic framework of CRM, and showcases its predictive capacity. By presenting a well-rounded approach to ranking, this paper aims to contribute to the advancement of performance evaluation methods in basketball and sports in general. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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