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Forecasting By Using Least Squares
Data have been kept of sales over the last seven years
Sales (in '000 units
It is required to forecast the sales for the 8th year
Σy = 136
136 = 7a + 28b
596 = 28a + 140b
∴b = 1.86
And substituting in one of the equations we acquire
a = 12
∴ Regression line = y = 12 + 1.86x
Or, Sales in ('000s of units) = 12.00 + 1.86 (no of years)
We utilize this expression for forecasting, for 8th year sales = 12 + 1.86 (8)
=26.88 that is 26,888 units.
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