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Should I choose an ARIMA model (2,1,1) with a higher AIC value or an ARIMA model (6,1,8) with a lower AIC value?

If your goal is just to forecast (which, if you are using an ARIMA model then my guess is that's the goal), then out of these two competing models you have quite large evidence to suggest that the ...
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