Use of exponential smoothing


Assignment:

Consider the demand data in the table below:

1

1

2

3

4

5

6

Yt

35

50

60

72

83

90

 We want to apply exponential smoothing with trend:

• Using a fit sample of size 3, initialize the smoother using linear regression.
• Choose smoothing coefficients and evaluate MAPE and RMSE on the test sample.
• After observing demand in the last time bucket, calculate forecasts with horizons h = 2 and h = 3.

Provide complete and step by step solution for the question and show calculations and use formulas.

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Basic Statistics: Use of exponential smoothing
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