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Yet another forecasting question.....
If given dates and amount of items received you can easily plot the data and have Excel produce a fitting formula that's linear, polynomial, logorithmic, etc. I am working with different types of data, some linear (which is easy) some cyclical. For the cyclical data I would like to use either a 3rd or 4th degree polynomial to approximate the upcoming volume. Again, Excel will plot the points and give you a formula, but you can't use it to forecast anything. I thought of using a linear algebra approach and using this formula: a1=INDEX(LINEST(C3:C10,B3:B10^{1,2,3,4,5}),1) a2=INDEX(LINEST(C3:C10,B3:B10^{1,2,3,4,5}),1,2) a3=INDEX(LINEST(C3:C10,B3:B10^{1,2,3,4,5}),1,3) a4=INDEX(LINEST(C3:C10,B3:B10^{1,2,3,4,5}),1,4) a5=INDEX(LINEST(C3:C10,B3:B10^{1,2,3,4,5}),1,5) a6=INDEX(LINEST(C3:C10,B3:B10^{1,2,3,4,5}),1,6) Where column C houses volumes and B houses dates. I thought that you could then apply this f(x) = (a1*x^5) + (a2*x^4) + (a3*x^3) + (a4*x^2) + (a5*x) + a6 where X is the date you are projecting volume for. Using MS Excel XP if it matters. Any ideas? Thanks in advance - Kris. |
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