Le, Lingshan, et al. “Identifying Key Factors in Momentum in Basketball Games”. Journal of Applied Statistics, 2020, pp. 1-14, https://doi.org/10.1080/02664763.2020.1795819.

Genre

  • Journal Article
Contributors
Author: Le, Lingshan
Author: Liu, Kai
Author: Fan, Qingliang
Author: Chen, Tao
Date Issued
2020
Date Published Online
2020-07-21
Abstract

Momentum as elaborated under a recent novel definition has been shown quantitatively to have a significant impact on basketball game outcomes. This paper makes two contributions to the analytical literature on sports momentum: (1) two aspects of the new definition are operationalized so that its practicality becomes evident; and (2) through a dimension-reduction technique (elastic net), key factors associated with momentum are identified. Both technical variables such as field goals, assists, rebounds, etc. and environmental variables such as the spectator attendance rate and player salary dispersion are considered, and the potential for useful real-time analyzes is illustrated.

Language

  • English
Page range
1-14
Host Title
Journal of Applied Statistics
Host Abbreviated Title
Journal of Applied Statistics
ISSN
1360-0532
0266-4763