请问HN:我该如何学习分析体育统计数据和计算赔率?

1作者: proudmo大约 2 个月前原帖
我对统计学和概率论在体育领域的应用非常感兴趣,特别是在计算赔率(例如在博彩市场或预测建模中)。我并不是想赌博,而是更关注其背后的数学、模型和现实数据挑战。 对于一个对数学有一般理解并具备一些编程经验的人来说,哪里是一个好的起点?你有什么推荐的开放数据集、书籍、博客或学术论文吗?我也很好奇这个领域的专业人士(如体育分析师或数据科学家)是如何建模球员/团队表现并考虑不确定性的。 如果你在这个领域工作或作为爱好有所涉猎,我很想听听你是如何开始的。
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I&#x27;m really interested in understanding how statistics and probability theory apply to sports, particularly in calculating odds (like in betting markets or predictive modeling). I&#x27;m not looking to gamble, I&#x27;m more interested in the math, models, and real-world data challenges behind it.<p>Where would be a good place to start for someone with a general understanding of math and some programming experience? Are there open datasets, books, blogs, or academic papers that you&#x27;d recommend? I&#x27;m also curious how professionals in this space (like sports analysts or data scientists) approach modeling player&#x2F;team performance and factoring in uncertainty.<p>If you work in this area or have dabbled in it as a hobby, I’d love to hear how you got started.