Demand      Predicted     1                     132               113     2                     192               200     3                     152               150     4                      87                102     5                      82

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The manager of a travel agency has been using a seasonally adjusted forecast to predict demand for packaged tours. The actual and predicted values are as follows:
Period             Demand      Predicted
    1                     132               113
    2                     192               200
    3                     152               150
    4                      87                102
    5                      82                 80 
    6                     127               135
    7                     122               128
    8                     133               124
    9                      98                109
   10                    153               150
   11                    108                94
   12                     93                 80
   13                    128               140
   14                    138               128 
a. Compute MAD for the fifth period, then update it period by period using exponential smoothing with α = 0.05.
b. Compute a tracking signal for periods 5 through 14 using the initial and updated MADs.

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