Schedule inequity in the National Basketball Association
نویسندگان
چکیده
Scheduling factors such as a visiting team playing game back-to-back against rested home can affect the win probability of teams for that and potentially unevenly throughout season. This study examines schedule inequity in National Basketball Association (NBA) seasons 2000–01 through 2018–19. By inequity, we mean effect comprehensive set factors, other than opponents, on success how much these effects differ across teams. We use logistic regression model Monte Carlo simulations to identify factor variables influence winning each (the are control variables) construct measures. evaluate measures NBA season, trends over time, potential effectiveness broad prescriptive approaches reduce inequity. find that, although equity has improved differences disproportionately Moreover, balancing frequency is more effective method mitigating reducing total frequency, combining both methods most strategy.
منابع مشابه
Injury in the National Basketball Association
BACKGROUND Injury patterns in elite athletes over long periods continue to evolve. The goal of this study was to review of the injuries and medical conditions afflicting athletes competing in the National Basketball Association (NBA) over a 17-year period. DESIGN Descriptive epidemiological study. METHODS Injuries and player demographic information were reported by each team's athletic trai...
متن کاملPredicting National Basketball Association Winners
We used National Basketball Associations box scores from 1991-1998 to develop a machine learning model for predicting the winner of professional basketball games. Initially, we found that simply choosing the team with a higher win percentage was correct 63.48% of the time. We implemented 5 different supervised learning classification models: Logistic Regression, SVM, aDaboost, Random Forest, an...
متن کاملDefensive Player Classification in the National Basketball Association
The National Basketball Association(NBA) has expanded their data gathering and have heavily invested in new technologies to gather advanced performance metrics on players. This expanded data set allows analysts to use unique performance metrics in models to estimate and classify player performance. Instead of grouping players together based on physical attributes and positions played, analysts ...
متن کاملEpidemiology of Hip Injuries in the National Basketball Association
BACKGROUND Professional athletes are subject to various injuries that are often dictated by the nature of their sport. Professional basketball players previously have been shown to sustain injuries throughout the musculoskeletal system, most commonly to the ankle and knee. PURPOSE The purpose of this study was to report the epidemiology of injuries specific to the pelvis, hip, and thigh and t...
متن کاملOutcomes After Lumbar Disc Herniation in the National Basketball Association
BACKGROUND Professional basketball players are at risk for lumbar disc herniation (LDH), yet the evidence guiding treatment after operative or nonoperative management of this condition in the National Basketball Association (NBA) is limited. HYPOTHESIS NBA players with LDH will have different performance outcomes based on treatment type. STUDY DESIGN Case-control study. LEVEL OF EVIDENCE ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of sports analytics
سال: 2023
ISSN: ['2215-0218', '2215-020X']
DOI: https://doi.org/10.3233/jsa-220629