Maybe I am silly. Are these two random variables the same? Would there be any situation that they are not?
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1Yes. That follows from condition for equality in Cauchy-Schwarz inequality. – Kavi Rama Murthy Oct 23 '21 at 11:34
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Thanks for the hint! – junyaozheng98 Oct 23 '21 at 14:13