Question: The following table shows quarterly demand data for 3 consecutive years:

Choose smoothing coefficients and apply exponential smoothing with seasonally:
• Initial parameters are estimated using a fit sample consisting of two whole cycles.
• Evaluate MAD and MPE on the test sample, with h = 1.
• What is F5,3?