Preparing a single exponential smoothing forecast


Assignment:

The following table represents two years of data:

Year 1 Year 2
1st quarter 242 1st quarter 272
2nd quarter 252 2nd quarter 267
3rd quarter 257 3rd quarter 276
4th quarter 267 4th quarter 281

a. Prepare a single exponential smoothing forecast for the first quarter of year 3 using an alpha value of 0.10. Let the initial forecast value for quarter 1 of year 1 be 250.

b. Prepare a single exponential smoothing forecast for the first quarter of year 3 using an alpha value of 0.25. Let the initial forecast value for quarter 1 of year 1 be 250.

c. Calculate the MAD value for the forecasts you generated in parts a and b. Which alpha value provides the smaller MAD value at the end of the 4th quarter in year 2?

Your answer must be typed, double-spaced, Times New Roman font (size 12), one-inch margins on all sides, APA format and also include references.

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Basic Statistics: Preparing a single exponential smoothing forecast
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