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When we calculating the covariance and correlation coefficient between two securities, what is the best period to calculate these things (i.e. 3 months, 12 months,

When we calculating the covariance and correlation coefficient between two securities, what is the best period to calculate these things (i.e. 3 months, 12 months, 5 years or 9 years) and why?

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