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X y x-x¯ y-y¯ (x-x¯)(y-y¯) (x-x¯)2 (y-y¯)2 1 5 – 2 – 4 8 4 16 2 7 – 1 – 2 □ 1 4 3 9 0 0 0 0 0 4 11 1 2 2 4 4 5 13 2 4 8 1 16 Total = 15 Total = 45 Total = 0 Total = 0 Total = □ Total = 10 Total = 40

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Question

x y `x - barx` `y - bary` `(x - barx)(y - bary)` `(x - barx)^2` `(y - bary)^2`
1 5 – 2 – 4 8 4 16
2 7 – 1 – 2 `square` 1 4
3 9 0 0 0 0 0
4 11 1 2 2 4 4
5 13 2 4 8 1 16
Total = 15 Total = 45 Total = 0 Total = 0 Total = `square` Total = 10 Total = 40

Mean of x = `barx = square`

Mean of y = `bary = square`

bxy = `square/square`

byx = `square/square`

Regression equation of x on y is `(x - barx) = "b"_(xy)  (y - bary)`

∴ Regression equation x on y is `square`

Regression equation of y on x is `(y - bary) = "b"_(yx)  (x - barx)`

∴ Regression equation of y on x is `square`

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Solution

x y `x - barx` `y - bary` `(x - barx)(y - bary)` `(x - barx)^2` `(y - bary)^2`
1 5 – 2 – 4 8 4 16
2 7 – 1 – 2 2 1 4
3 9 0 0 0 0 0
4 11 1 2 2 4 4
5 13 2 4 8 1 16
Total = 15 Total = 45 Total = 0 Total = 0 Total = 20 Total = 10 Total = 40

Mean of x = `barx = (sumx)/"n"` = 3

Mean of y = `bar = (sumy)/"n"` = 9

bxy = `(sum(x - barx)(y - bary))/(sum(y - bary)^2) = 20/40 = 1/2`

byx =  `(sum(x - barx)(y - bary))/(sum(x - barx)^2) = 20/10` = 2

Regression equation of x on y is `(x - barx) = "b"_(xy)  (y - bary)`

i.e., `("X" - 3) = 1/2 ("Y" - 9)`

∴ Regression equation x on y is 2X – Y + 3 = 0

Regression equation of y on x is `(y - bary) = "b"_(yx)  (x - barx)`

i.e., (Y – 9) = 2(X – 3)

∴ Regression equation of y on x is 2X – Y + 3 = 0

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Properties of Regression Coefficients
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Chapter 2.3: Linear Regression - Q.5

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byx = `square/square`

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∴ Regression equation of y on x is `square`


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