"How far back does your data go? If you only have one or two years worth of data you could run into over fitting problems using just data driven methods.
That being said, cross correlation is a good way to filter out bad variables that likely…"
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Durban Frazer replied to Yi-Chun Tsai's discussion how to choose predictive variables in my time series regression model in the group Time Series
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