Prediction of Future NBA Games’ Point Difference: A Statistical Modeling Approach
نویسندگان
چکیده
Abstract Nowadays, the popularity of NBA along with penetration gambling ideas is rising all around world. More and more fans prefer to bet on sports gambling. People want predict final score difference for each individual game. In addition, there are many either superficial or underlying factors that will affect game’s result. The central claim this article establish a reliable model could result by extracting analyzing previous games’ outcomes. major analysis done modeling exploratory data analysis, composed several graphical methods. For part, ideally differences dozens sets. database consists four seasons 2013-2017 Goldsheet website explore analysis. Then step checking demonstrating prove feasibility precision model. collect analyze information, like teams, rebounds, assists, turnovers, three points, free throws, blocks, injury data. Considering transfer between teams other changes, future game in season independently using team’s season. This indicates idea linear regression find best fit comparing correlation strength variable, which include home-field advantage, teams’ technical statistics, data, outcomes implies has most advantage player injury; however, basic included have low coefficient demonstrate they not significant
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ژورنال
عنوان ژورنال: Journal of physics
سال: 2022
ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']
DOI: https://doi.org/10.1088/1742-6596/2386/1/012003