Exponential smoothing with adaptive smoothing constant


Problem: The accompanying table shows average US manufacturing weekly hours over a period of 25 months.

Month

Hours

Month

Hours

Month

Hours

1

40.9

10

41.1

18

40.2

2

41.0

11

40.5

19

39.9

3

41.3

12

40.8

20

40.1

4

41.0

13

41.3

21

40.1

5

40.6

14

40.9

22

40.3

6

40.4

15

40.8

23

40.9

7

40.7

16

41.3

24

40.4

8

39.8

17

40.8

25

40.9

9

40.9

 

 

 

 


a) Use simple exponential smoothing, with smoothing constant 0.3, to predict future values of thie series.

b) Graph the time series, together with forecasts for the next five months.

c) Use the method of Trigg and leach, with δ =0.1, to derive forecasts through simple exponential smoothing with adaptive smoothing constant.

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