역사상 가장 위대한 정리 - 베이즈 정리 (영문리포트)

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"역사상 가장 위대한 정리 - 베이즈 정리 (영문리포트)"에 대한 내용입니다.

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Many great people and concepts have appeared in our history, but if you have to pick one of the brightest theorems in statistics and probability theory, one of them is the famous "Bayes' theorem". Bayes' theorem was first published by Thomas Bayes, an English mathematician in the 18th century, and has inspired many with its unusual properties and innovative approach.

Let's try to actually learn the concept of Bayes' theorem by solving a typical Monte Hall example in which probability, which is often intuitively thought, draws an absurd conclusion.

This example is a good example of the discrepancy between our intuition and the calculation of actual probabilities in problem solving. We intuitively expect to have an equal 50% chance of getting a car when choosing between door 1 and door 2. But when we compute probabilities by combining new information through Bayes' theorem, we reach conclusions that are counterintuitive.

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