The Carbondale Hospital is considering the purchase of a new ambulance. The decision will rest partly on the anticipated mileage to be driven next year. The miles driven during the past 5 years are as follows:
Year | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
Mileage | 3.050 | 4,000 | 3,500 | 3.750 | 3.700 |
a) Using a 2-year moving average, the forecast for year 6 = 3,725 miles (round your response to the nearest whole number)
b) If a 2-year moving average is used to make the forecast, the MAD based on this = 33.3 miles (round your response to one decimal place). (Hint: You will have only 3 years of matched data)
c) The forecast for year 6 using a weighted 2-year moving average with weights of 0.35 and 0.65 (the weight of 0.65 is for the most recent period) + 3717.5 miles (round your response to the nearest whole number).
The MAD for the forecast developed using a weighted 2-year moving average with weights of 0.35 and 0.65 = _______ miles.
Forecast = Sigma(weight for period N * Demand for period N) / Sigma(weights)
Where the highest weights are multiplied with the most recent demand value.
FORECAST 3 = (0.35 * 3050) + 0.65 * 4000) / (0.35 + 0.65) = 3668
FORECAST 4 = (0.35 * 4000) + 0.65 * 3500) / (0.35 + 0.65) = 3675
FORECAST 5 = (0.35 * 3500) + 0.65 * 3750) / (0.35 + 0.65) = 3663
FORECAST 6 = (0.35 * 3750) + 0.65 * 3700) / (0.35 + 0.65) = 3718
MAD
MAD = SIGMA(ABSOLUTE DEVIATION) / N
N = 3
PERIOD |
ACTUAL |
FORECAST |
DEVIATIONS |
ABSOLUTE DEVIATION |
1 |
3050 |
|||
2 |
4000 |
|||
3 |
3500 |
3668 |
-168 |
168 |
4 |
3750 |
3675 |
75 |
75 |
5 |
3700 |
3663 |
37 |
37 |
SIGMA |
280 |
MAD = 280 / 3 = 93.3
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