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Minimum of Two Uniform Variables [Google Statistics Interview Question]

Hard

Say we have X ~ Uniform(0, 1) and Y ~ Uniform(0, 1) and the two are independent. What is the expected value of the minimum of X and Y?

This is the same question as problem #18 in the Statistics Chapter of Ace the Data Science Interview!