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预测体育赛事结果:综述。

Forecasting the outcomes of sports events: A review.

机构信息

Institute of Exercise Training and Sport Informatics, German Sport University Cologne, Cologne, Germany.

出版信息

Eur J Sport Sci. 2021 Jul;21(7):944-957. doi: 10.1080/17461391.2020.1793002. Epub 2020 Jul 21.

Abstract

In the scientific community a large literature on sports forecasting exists, covering a wide range of different sports, methods and research questions. At the same time a lack of general literature such as reviews or meta-analyses on aspects of sports forecasting can be attested, partly attributable to characteristics of forecasting in sports that make it difficult to present through systematic approaches. The present study contributes to filling this gap by providing a narrative review about forecasting related to the outcomes of sports events. An overview about relevant topics in forecasting the outcomes of sports events is presented, a basic methodology is discussed and a categorization of methods is introduced. Having a specific focus on forecasting from ratings, we shed light on the difference between systematic and unsystematic effects influencing the outcomes of sports events. Finally an outlook on the expected impact of the increasing amount and complexity of available data on future sports forecasting research is presented. The present review can serve as a valuable starting point for researchers aiming at the investigation of sports-related forecasts, both helping to find appropriate methods and classify their work in the context of the state of research.

摘要

在科学界,有大量关于体育预测的文献,涵盖了广泛的不同运动、方法和研究问题。与此同时,人们也缺乏关于体育预测方面的综述或荟萃分析等一般性文献,这部分归因于体育预测的特点,使得通过系统方法呈现这些内容变得具有挑战性。本研究通过提供有关体育赛事结果预测的叙述性综述,有助于填补这一空白。本文介绍了与体育赛事结果预测相关的相关主题概述、基本方法讨论和方法分类。本文特别关注基于评分的预测,阐明了影响体育赛事结果的系统性和非系统性影响之间的差异。最后,展望了未来随着可用数据量和复杂性的增加,对未来体育预测研究的预期影响。本综述可以为研究人员提供有价值的起点,旨在调查与体育相关的预测,帮助他们找到合适的方法,并在研究现状的背景下对他们的工作进行分类。

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