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I'm a bit confused by this. If "excess returns" = daily - average returns, this shouldn't change any of the beta, correlation or covariance outcomes. If "excess" = security - market, then the beta should be 1 lower. Correlation and covariance should be commensurately lower, but essentially meaningless. About "clean" correlations, this is a really tough ...

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