Question In comparison from linear regression to the moving averages and smoothing techniques, why i

Question

 

In comparison from linear regression to the moving averages and smoothing techniques, why is linear regression more appropriate for long-range forecasts? Moreover, what is seasonality, and what role does it play in regression analysis?

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