Predicting per game performance through per minute performance in basketball
DOI:
https://doi.org/10.7752/jpes.2020.02100Keywords:
basketball, NBA, player total contribution, statistics, box-score, player productivityAbstract
This paper introduces a way to relativize per-game Player Total Contribution PTC/G by minutes played. It is a form of obtaining a prediction of PTC/G (PTCpred) in order to compare the performance of basketball players who have played different minutes along the season. A sample of 5060 NBA players was collected and analyzed using linear and non-linear variables. In addition, a Maxima code for computing standard error is provided. Results shows that PTCpred could be valuable for analysts, media and fans. Finally, several limitations are discussed in order to avoid mistakes in its practical use.
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Copyright (c) 2020 Journal of Physical Education and Sport

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