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Worked Examples · Example 5

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 Example 4, 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−4=0.6(x−3)⇒y=0.6x−1.8+4=0.6x+2.2y-\bar y = b_{yx}(x-\bar x) \Rightarrow y-4 = 0.6(x-3) \Rightarrow y = 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−3=1.0(y−4)⇒x=y−1x-\bar x = b_{xy}(y-\bar y) \Rightarrow x-3 = 1.0(y-4) \Rightarrow x=y-1, which rearranges to y=x+1y=x+1.

Step 3 — Solve the two equations simultaneously. Setting the two expressions for yy equal: 0.6x+2.2=x+1⇒2.2−1=x−0.6x⇒1.2=0.4x⇒x=30.6x+2.2 = x+1 \Rightarrow 2.2-1 = x-0.6x \Rightarrow 1.2=0.4x \Rightarrow x=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, (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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