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A Random Variable Isn't Random
"Random variable" might be the most misleading name in all of math — it's not random, and it's not really a variable. It's a function from the sample space to the real numbers. Once you see X as a rule that turns each outcome into a number, the rest of probability — expected values, variance, the chance of any event — falls out of that ...
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