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Worked Examples · Example 6

Q.Using xˉ=3\bar{x}=3, yˉ=4\bar{y}=4, byx=0.6b_{yx}=0.6 and bxy=1.0b_{xy}=1.0 from Worked Examples 1, 2 and 5, write down the two regression line equations and verify that they intersect at (xˉ,yˉ)(\bar{x},\bar{y}).

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Step 1 — Write the regression line of yy on xx. y−yˉ=byx(x−xˉ)y - \bar{y} = b_{yx}(x-\bar{x}) gives y−4=0.6(x−3)y - 4 = 0.6(x-3), i.e. y=0.6x−1.8+4=0.6x+2.2y = 0.6x - 1.8 + 4 = 0.6x + 2.2.

Step 2 — Write the regression line of xx on yy. x−xˉ=bxy(y−yˉ)x - \bar{x} = b_{xy}(y-\bar{y}) gives x−3=1.0(y−4)x - 3 = 1.0(y-4), i.e. x=y−1x = y - 1, which rearranges to y=x+1y = x + 1.

Step 3 — Solve the two equations simultaneously to find their intersection. Setting the two expressions for yy equal: 0.6x+2.2=x+10.6x + 2.2 = x + 1. Rearranging, 2.2−1=x−0.6x2.2 - 1 = x - 0.6x, so 1.2=0.4x1.2 = 0.4x, giving x=3x = 3. Substituting back, y=x+1=3+1=4y = x+1 = 3+1 = 4.

Step 4 — Confirm this matches the known means. The intersection point found, (3,4)(3,4), is exactly (xˉ,yˉ)=(3,4)(\bar{x},\bar{y}) = (3,4) — confirming, as the theory predicts, that both regression lines pass through the point of means. …

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