15 Holts method assumes an additive trend. For example, a trend of 5 means that the base...
Question:
15 Holt’s method assumes an additive trend. For example, a trend of 5 means that the base will increase by 5 units per period. Suppose there is actually a multiplicative trend.
Thus, if the current estimate of the base is 50 and the current estimate of the trend is 1.2, we would predict demand to increase by 20% per period. So we would forecast the next period’s demand to be 50(1.2) and forecast the demand two periods in the future to be 50(1.2)2. If we want to use a multiplicative trend in Holt’s method, we should use the following equations:
Lt a * (xt) (1
a) * (I )
Tt b * (II ) (1
b) * Tt1 a Determine what I and II should be.
b Suppose we are working with monthly data and month 12 is a December, month 13 a January, and so on.
Also suppose that L12 100 and T12 1.2. Suppose x13 200. At the end of month 13, what is the prediction for x15? Assume a b 0.5.
Step by Step Answer:
Operations Research Applications And Algorithms
ISBN: 9780534380588
4th Edition
Authors: Wayne L. Winston