Establishment of Multivariate Statistical Regression Model Based on Technical Level and Cultivation Influencing Factors and Its Application in the Research of Basketball Reserve Talents

DOI

10.2991/msie-13.2013.85How to use a DOI?

Keywords

basketball reserve personnel, technical level, regression analysis, CUBA

Abstract

After the statistic analysis and the investigation of the 14th CUBA qualifying event, the problems of the competitiveness of the CUBA players and the basketball reserve personnel training have been discussed in this article. And the relation between the technical specifications and the achievements of CUBA teams have been analyzed by the stepwise multiple regression method. Nine technical specifications have been adapted in this article, such as 2-point shooting, 3-point shooting, free throw percentage, rebound, assist, foul, miss, steal, block, as the independent variables. The scores got and lost by each team in each event are taken as the dependent variables. Then the optimal regression equations of the scores got and lost by 12 CUBA teams and 9 technical specifications have been established by using the stepwise regression method. The relative coefficients represent the each technical specification’s contribution to the achievements of the teams. The average of each team’s technical specifications and the proportion of scores lost and got have been calculated. The relative coefficient of each technical specification and the proportion of scores lost and got is got by SAS program. According to the value of , we can get the sequence of the technical specifications’ contribution to the achievements. The sequence from large to small is 2-point shooting, assist, steal, rebound, free throw percentage, block, 3-point shooting, miss, and foul. Therefore, it can provide technical support to the cultivation of reserve personnel in our country.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Sha Ji
PY  - 2013/11
DA  - 2013/11
TI  - Establishment of Multivariate Statistical Regression Model Based on Technical Level and Cultivation Influencing Factors and Its Application in the Research of Basketball Reserve Talents
BT  - Proceedings of the 2nd International Conference on Management Science and Industrial Engineering
PB  - Atlantis Press
SP  - 399
EP  - 403
SN  - 1951-6851
UR  - https://doi.org/10.2991/msie-13.2013.85
DO  - 10.2991/msie-13.2013.85
ID  - Ji2013/11
ER  -