This study examines the usefulness of the NonParametric Combination technique in comparing basketball players’ performance. After an extensive review of the literature on indices that can be computed to evaluate individual and team performance in basketball matches, the NonParametric combination technique is used to compare two players in the same role both on each performance index and on overall. Data collected during the 14 matches played by the basketball womens team at the University Sport Centre Padova in the 2022 winter season have been analysed in this study. Three couples of players have been analysed and the results show that only in one couple, one player was overall superior to the other.
NonParametric Combination method for data analytics in basketball matches
Elena Barzizza;Nicolo Biasetton;Riccardo Ceccato;Marta Disegna;
2023
Abstract
This study examines the usefulness of the NonParametric Combination technique in comparing basketball players’ performance. After an extensive review of the literature on indices that can be computed to evaluate individual and team performance in basketball matches, the NonParametric combination technique is used to compare two players in the same role both on each performance index and on overall. Data collected during the 14 matches played by the basketball womens team at the University Sport Centre Padova in the 2022 winter season have been analysed in this study. Three couples of players have been analysed and the results show that only in one couple, one player was overall superior to the other.Pubblicazioni consigliate
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