Wenbo Zhou, Pierpaolo Sansone, Zhiqiang Jia, Miguel-Angel Gomez, Feng Li
{"title":"基于量子回归分析确定 NBA 比赛结果的关键绩效指标","authors":"Wenbo Zhou, Pierpaolo Sansone, Zhiqiang Jia, Miguel-Angel Gomez, Feng Li","doi":"10.1080/24748668.2024.2325846","DOIUrl":null,"url":null,"abstract":"The purpose of this study was to (i) determine the effect of KPIs on game outcomes for NBA teams; and (ii) compare the result difference between multiple linear regression (MLR) and quantile regres...","PeriodicalId":14248,"journal":{"name":"International Journal of Performance Analysis in Sport","volume":"7 1","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determining the key performance indicators on game outcomes in NBA based on quantile regression analysis\",\"authors\":\"Wenbo Zhou, Pierpaolo Sansone, Zhiqiang Jia, Miguel-Angel Gomez, Feng Li\",\"doi\":\"10.1080/24748668.2024.2325846\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this study was to (i) determine the effect of KPIs on game outcomes for NBA teams; and (ii) compare the result difference between multiple linear regression (MLR) and quantile regres...\",\"PeriodicalId\":14248,\"journal\":{\"name\":\"International Journal of Performance Analysis in Sport\",\"volume\":\"7 1\",\"pages\":\"\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2024-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Performance Analysis in Sport\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://doi.org/10.1080/24748668.2024.2325846\",\"RegionNum\":4,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"SPORT SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Performance Analysis in Sport","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1080/24748668.2024.2325846","RegionNum":4,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"SPORT SCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
本研究的目的是:(i) 确定关键绩效指标对 NBA 球队比赛结果的影响;(ii) 比较多元线性回归 (MLR) 和量子回归的结果差异。
Determining the key performance indicators on game outcomes in NBA based on quantile regression analysis
The purpose of this study was to (i) determine the effect of KPIs on game outcomes for NBA teams; and (ii) compare the result difference between multiple linear regression (MLR) and quantile regres...
期刊介绍:
The International Journal of Performance Analysis in Sport aims to present current original research into sports performance. In so doing, the journal contributes to our general knowledge of sports performance making findings available to a wide audience of academics and practitioners.