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in Statistics by (57.2k points)

For the given time series, fit a straight line trend of the type y = a + bx by the method of least squares.

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Let x and y be the year and production.

The straight line equations y = a+bx

Normal equations are. na + b Σx = Σ y ……..(1) 

a Σx + b Σx2 = Σxy……..(2) 

Here x = X – x̄( odd time points) x̄ = 1996

From (1) 5a + b. 0 = 289

\(∴ a = \frac{289}{5} = 57.8\)

From (2) a.0 + b.10 = 35

\(∴b = \frac{35}{10} = 3.5\)

Hence the fitted straight line trend equation is ŷ = 57.8 + 3.5x 

Note: The trend values for the given years can be obtained by substituting the 

values of x as -2, -1, 0, 1, 2 if n is odd and -5, -3, -1, 1, 3, 5 if n is even.

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