案例分析:错误解读概率如何导致游戏失败

K. Rotthoff
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引用次数: 0

摘要

使用数据来做未来的决定可以增加生活中许多方面的成功几率,然而,错误地使用数据可能比根本不使用任何数据更糟糕。在本研究中,我提出了一个案例,其中一个大学足球教练试图使用数据来提高成功的机会。事实上,由于他误解了他的战术召唤中几率的依赖性(或独立性),他的战术召唤不仅是次优的,而且对他的团队有害。本案例研究旨在澄清学生在解释数据时常犯的错误。
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Case Study: How Misinterpreting Probabilities Can Cost You the Game
Using data to make future decisions can increase the odds of success in many aspects of life, however, using the data incorrectly can be worse than not using any data at all. In this study, I present a case where a collegiate football coach attempted to use data to enhance the chances of success. In fact, because of his misinterpretation the dependence (or independence) of odds across his play-calling, his play-calling was not only sub-optimal but was detrimental to his team. This case study is designed as a way to clarify this common mistake our students make when interpreting data.
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