Question: The US Census Bureau publishes data on factory orders for all manufacturing durable goods, and nondurable goods industries . Data shown here are the factory

The US Census Bureau publishes data on factory orders for all manufacturing durable goods, and nondurable goods industries . Data shown here are the factory orders in the united states over last 6 years.

We wanted to forecast for period 7 but we do not know which of these two methods is the best: MA(2) or exponential smoothing with = 0.35 .Please see data below and report MAE for MA(2) and MAE for exponential with = 0.35 and recommend which one to be used to forecast for period 6

year

Factory order ($100billion)

MA(2)

1

26

2

28

3

30

27

4

28

29

5

29

29

year

Factory order ($100billion)

Exponential

=0.35

1

26

2

28

26

3

30

26.7

4

28

27.855

5

29

27.906

Question: report MAE for MA(2) and MAE for exponential with = 0.35 .Based on MAE which one has to be used to forecast for period 6

A.

MAE(MA(2))= 1.33& MAE(exp)=1.635 , we recommend MA(2) to be used to forecast for period 6

B.

MAE(MA(2))= 0.667&MAE( exp)=1.635 we recommend MA(2) to be used to forecast for period 6

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