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Paper 4 · Correlation and Regression

A social scientist recorded ARD rate (X%X\%) and divorce rate (Y%Y\%) over 6 periods, with n=6n=6, X=684\sum X=684, Y=64\sum Y=64, X2=92312\sum X^2=92312, Y2=926\sum Y^2=926, XY=9106\sum XY=9106. What is the gradient of the regression line of yy upon xx, to 3 decimal places?

Model answer

0.126

Also accepted: 0.1263, 0.13

Explanation: Sxx=923126842/6=14336S_{xx}=92312-684^2/6=14336 and Sxy=9106684(64)/6=1810S_{xy}=9106-684(64)/6=1810. The gradient is b=Sxy/Sxx=1810/143360.126b=S_{xy}/S_{xx}=1810/14336\approx0.126.

Derived from ZIMSEC Maths Paper 1, June 2007, Q9 (Statistics)

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