For the following data set, what is the mean absolute deviation ROUNDED TO THE NEAREST WHOLE NUMBER? Notice that there are 3 periods of data and...
Mean absolute deviation (MAD) is calculated by using the difference between the actual demand and the forecast demand ignoring the sign. It is the sum of the absolute deviations divided by the number of data points.
`MAD=(sum_(i=1)^n|A_t-F_t|)/n`
where,
A=Actual demand for the period
F= Forecast demand for the period
t=Period number
n=Total number of periods
Period Forecast Actual Deviation Absolute Deviation
1 100 105 5 5
2 110 106 -4 4
3 120 116 -4 4
`MAD=(5+4+4)/3`
`=13/3=4.33`
Round off to the nearest whole number,
So, the Mean absolute deviation is 4.
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