The following time series shows the sales of particular product over the past 12 months (Please show your works, do not use xlminer, thank you)
Months |
Sales |
1 |
105 |
2 |
135 |
3 |
120 |
4 |
105 |
5 |
90 |
6 |
120 |
7 |
145 |
8 |
140 |
9 |
100 |
10 |
80 |
11 |
100 |
12 |
110 |
a.Construct a time series plot. What type of pattern exists in the data?
b. use a = 0.3 to compute the exponential smoothing values for the time series.
c. Use trial and error to find a value of the exponential smoothing coefficient a that results in a relatively small MSE.
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