相关实验视频
Updated: Jun 24, 2025

06:48
The HoneyComb Paradigm for Research on Collective Human Behavior
Published on: January 19, 2019
9.3K
与游戏相关的统计数据,在NCAA第一师男子篮球比赛中区分胜负
Dimitrije Cabarkapa1, Damjana V Cabarkapa1, Andrew C Fry1
1Jayhawk Athletic Performance Laboratory-Wu Tsai Human Performance Alliance, Department of Health, Sport and Exercise Sciences, University of Kansas, Lawrence, KS, United States.
Frontiers in sports and active living
|June 6, 2024
概括
获胜的NCAA Division-I男子篮球队获得了更多的积分,并在射击,篮板,助攻和防守方面表现出色. 野外进球率,防守篮板和助攻是胜利的关键.
科学领域:
- 体育科学 运动科学 运动科学
- 绩效分析 绩效分析
- 篮球分析 篮球分析
背景情况:
- 了解与比赛相关的统计数据对于预测篮球比赛结果至关重要.
- 之前的研究已经确定了影响篮球胜负的各种因素.
研究的目的:
- 分析NCAA第一师男子篮球比赛中胜负之间的比赛统计差异.
- 识别关键绩效参数,以最好地分类获胜与失败的结果.
主要方法:
- 从2018-2019年NCAA第一师男子篮球赛季的5147场比赛的数据取.
- 独立的t测试来比较赢球和输球团队的统计数据.
- 区分函数分析以确定每个统计数据的预测能力.
主要成果:
- 获胜的球队在得分,射门效率 (野外进球,三分球,自由投的百分比),反弹 (防守和总),助攻,抢球和拦截方面表现出了卓越的表现.
- 输球的球队表现出更高的失球率和个人犯规率.
- 野外进球率 (16.8%),防守篮板 (12.2%) 和助攻 (12.0%) 是游戏结果的前三大歧视因素.
结论:
- 进攻和防守统计在决定篮球比赛结果方面发挥着重要作用.
- 特定的指标,如野外进球率,防守篮板和助攻,对于NCAA第一师男子篮球的成功至关重要.
- 这些发现提供了对优化团队策略以提高游戏表现的见解.
相关概念视频
Social Facilitation
31.9K
Not all intergroup interactions lead to negative outcomes. Sometimes, being in a group situation can improve performance. Social facilitation occurs when an individual performs better when an audience is watching than when the individual performs the behavior alone. This typically occurs when people are performing a task for which they are skilled.
31.9K
Standard Deviation
16.4K
The most commonly used measure of variation is the standard deviation. It is a numerical value measuring how far data values are from their mean. The standard deviation value is small when the data are concentrated close to the mean, exhibiting slight variation or spread. The standard deviation value is never negative, it is either positive or zero. The standard deviation is larger when the data values are more spread out from the mean, which means the data values are exhibiting more variation.
16.4K
Weighted Mean
5.1K
While taking the arithmetic, geometric, or harmonic mean of a sample data set, equal importance is assigned to all the data points. However, all the values may not always be equally important in some data sets. An intrinsic bias might make it more important to give more weightage to specific values over others.
For example, consider the number of goals scored in the matches of a tournament. While computing the average number of goals scored in the tournament, it may be more important to...
For example, consider the number of goals scored in the matches of a tournament. While computing the average number of goals scored in the tournament, it may be more important to...
5.1K
Bias
4.2K
Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
4.2K
Statistical Significance
20.1K
Once data is collected from both the experimental and the control groups, a statistical analysis is conducted to find out if there are meaningful differences between the two groups. A statistical analysis determines how likely any difference found is due to chance (and thus not meaningful). In psychology, group differences are considered meaningful, or significant, if the odds that these differences occurred by chance alone are 5 percent or less. Stated another way, if we repeated this...
20.1K
Regression Toward the Mean
6.3K
Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
6.3K

