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Question 19 of 31
Q.

For the following data, find the regression line of Y on X

XX123
YY216
Hence find the most likely value of y when x=4x = 4.
Maharashtra MsbshseMaharashtra HSC (MSBSHSE) Board 2023Subjective· 4mImportance★★★★★
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Find the means Xˉ,Yˉ\bar X,\bar Y, compute byx=n∑XY−∑X∑Yn∑X2−(∑X)2=2b_{yx}=\dfrac{n\sum XY-\sum X\sum Y}{n\sum X^{2}-(\sum X)^{2}}=2, write the line Y=2X−1Y=2X-1, then substitute x=4x=4 to get y=7y=7.

We have n=3n=3 pairs: (1,2),(2,1),(3,6)(1,2),(2,1),(3,6).

Sums.

∑X=1+2+3=6,∑Y=2+1+6=9,\sum X=1+2+3=6,\qquad \sum Y=2+1+6=9,

∑XY=(1)(2)+(2)(1)+(3)(6)=2+2+18=22,∑X2=1+4+9=14.\sum XY=(1)(2)+(2)(1)+(3)(6)=2+2+18=22,\qquad \sum X^{2}=1+4+9=14.

Means.

Xˉ=∑Xn=63=2,Yˉ=∑Yn=93=3.\bar X=\frac{\sum X}{n}=\frac{6}{3}=2,\qquad \bar Y=\frac{\sum Y}{n}=\frac{9}{3}=3.

Regression coefficient of YY on XX.

byx=n∑XY−∑X∑Yn∑X2−(∑X)2=3(22)−(6)(9)3(14)−(6)2=66−5442−36=126=2.b_{yx}=\frac{n\sum XY-\sum X\sum Y}{n\sum X^{2}-(\sum X)^{2}}=\frac{3(22)-(6)(9)}{3(14)-(6)^{2}}=\frac{66-54}{42-36}=\frac{12}{6}=2.

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