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to me, variance is easy to get, but correlation is pretty hard to understand. I thought

appraisal smooth >> higher Rsquared >> higher correlation. when data is smoothed, it is more likely develop dependent relationship with others; if volatile, highly possible the Rsquared will be low, hence lower correlation.

did I miss anything?

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