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A simple addendum, that doesn't seek to supplant either the learned question and answer above. The short answer is the initial distinction drawn between ex-ante and ex-post is critical. What do you then want to do with the analysis? Therein lies the answer. Imagine a prosaic reality in which a stock's returns are driven by its beta to market, to value, to ...

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