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You build the covariance matrix of returns for 1,000 stocks, many of them correlated. What is the problem with it, and how do you deal with it?

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A die roll of 3 or higher wins you 10,000 pounds and a roll below 3 costs you 10,000 pounds. Do you take the bet, what would you pay for it and how many times would you play?

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