on 06-09-2011 5:35 AM
Hi Experts,
I want to know the following terms. Please explain me with examples.
1. Basic Value: What do you mean by basic value? Is it the original history or do we get this by any calculation? If it is through any calculation then what kind of data we take into consideration to get basic value?
2. I have seen the formula as follows:
Basic(t), trend(t), seasonal(t) = Function(actual(t), basic(t-1), trend(t-1), seasonal(t-1s))
Forecast = Function(basic(t), trend(t), seasonal(t))
Can anyone explain this as I am in confusion about.
Thanks in advance
Suvecha
Suvecha,
Basic value is usually calculated by the system the first time you execute the forecast. It is calculated by the system in different ways, depending upon the model you use.
http://help.sap.com/saphelp_scm70/helpdata/EN/ac/216b74337b11d398290000e8a49608/frameset.htm
Best Regards,
DB49
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Hi,
1. Basic Value - Basic Value contorls the vertical placement and we calculate using the formula.
Basic Value = (History(3) + History (2)+ History (1) / 3 ) + trend
2. I can provide an example which i referred from Forecast workshop Document.
History Horizon Forecast Horizon
Period 1 2 3 4 5 6 7 1 2
History 80 95 100 115 125 110 110
G - Basic Value 102
T - Trend Value 10
Ex Ex -Post 112
F Forecast
Trend Initialization = (History (3) - History (1) )/2
Basic Value = (History(3) + History (2)+ History (1) / 3 ) + trend
Ex Post Forecast EX (t+i) = G(t) + i * T(t) Where i = 1
Please use the formula and apply the values. You will get better understanding of the calculation.
The calculation repeated for other periods as well. Pls find below the same example for repeted calculation. Here i take trend Model.
History Horizon Forecast Horizon
Period 1 2 3 4 5 6 7 1 2
History 80 95 100 115 125 110 110
G - Basic Value 102 113
T - Trend Value 10 10.3
Ex Ex -Post 112 123
F Forecast
Basic value G(t) = u03B1 V(t) + (1- u03B1) ( G (t-1) + T (t-1) )
113 = .3 (115) + (.7) (102+10.0)
u03B1 = u03B2 = Trend factor (10.3 - 10 )= .3
Trend Value T (t) = u03B2 (G(t) - G (t-1)) + (1-u03B2) T (t-1)
10.3 = .3 (113 - 102) + (.7 ) 10.0
Ex-Post Forecast Ex (t+i) = G(t) + i * T(t) where i =1
123=113 + 10.3
The calculation continues . Please take your time and apply the values in each formmula and understand. It is just the Maths behind the forecast Model.
Thanks,
Jeysraj
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Hi,
G(t) = Basic value for the current period. 't' refers the current period.
T(t) = Trend value for the current period
u03B1 = u03B2 = Trend factor (10.3 - 10 )= .3 ( This is the trend factor. The forecast will keep increasing based on this trend)
Ex - Post Forecast = This is get the clear picture of history inorder to improve the forecast. In simple language split the history into two part. Compare the old history with recent history. Check the forecasted value for the period and the actual sales. Form this you can make the forecast correction and choose the fit model.
Example: History for the month Jan,Feb,Mar, April . In this case, the history is Jan and Feb and try to forecast based on the history for Mar and April. You have the actual history value already for Mar and April. Compare the difference.
History(3) (2) (1) ... You take the last three months history to calculate the basic value and so.
I hope this is helpful. It is full of mathematics and also the Forecast concepts. Try to work it out in sandbox with dummy codes. It comes out with experience.
Thanks,
Jeyanthi
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