Investigating experiential effects in online chess using a hierarchical Bayesian analysis [0.03%]
基于分层贝叶斯分析的国际象棋在线对局体验效应探究
Adam Gee,Sydney O Seese,James P Curley et al.
Adam Gee et al.
The presence or absence of winner-loser effects is a widely discussed phenomenon across both sports and psychology research. Investigation of such effects is often hampered by the limited availability of data. Online chess has exploded in p...
A Bayesian two-stage framework for lineup-independent assessment of individual rebounding ability in the NBA [0.03%]
一种基于贝叶斯的两阶段框架：独立于阵容评估NBA球员的篮板球能力
Nicholas Kiriazis,Christian Genest,Alexandre Leblanc
Nicholas Kiriazis
In basketball, traditional methods of assessing individual rebounding ability are problematic because they depend on all players present on the court rather than just on the player of interest. Although there exist modeling approaches to co...
Salma Tenni,Daniel Gomes de Pinho Zanco,Leszek Szczecinski
Salma Tenni
This work presents and evaluates the ranking algorithm that has been used by Fédération Internationale de Volleyball (FIVB) since 2020. The prominent feature of the FIVB ranking is the use of the probabilistic model, which explicitly calc...
Ethan Baron,Nathan Sandholtz,Devin Pleuler et al.
Ethan Baron et al.
Measuring soccer shooting skill is a challenging analytics problem due to the scarcity and highly contextual nature of scoring events. The introduction of more advanced data surrounding soccer shots has given rise to model-based metrics whi...
Bayesian analysis of Formula One race results: disentangling driver skill and constructor advantage [0.03%]
基于公式一赛车比赛结果的贝叶斯分析：剥离车手技能和构造商优势
Erik-Jan van Kesteren,Tom Bergkamp
Erik-Jan van Kesteren
Successful performance in Formula One is determined by combination of both the driver's skill and race-car constructor advantage. This makes key performance questions in the sport difficult to answer. For example, who is the best Formula On...
Knut M Wittkowski,Tingting Song,Kent Anderson et al.
Knut M Wittkowski et al.
In many sport competitions athletes, teams, or countries are evaluated based on several variables. The strong assumptions underlying traditional 'linear weight' scoring systems (that the relative importance, interactions and linearizing tra...