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I am trying to perform a comparison of variances of multiple time-series (weekly average prices). I have found a multiple linear regression model for each respective series with a lag model. Is it correct for me to calculate variances based on the residuals between actual data and my calculated models or am I way off here? Could use some suggestions.

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