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Calculating the regression equation of x on y and y on x from the following data and estimate x when y = 20. Also determine the value of correlation coefficient.

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The values of x and y varibles are small in size so, use direct method for easy calculation.

Regression coefficient of x on y: (x – x̄) = bxy (y – ȳ)

x – 2.5 =0.4762 (y – 4.5)

= 0.4762y – 0.4762x

x = 0.4762y – 2.1429 + 2.5

∴ x = 0.4762j + 0.3571

Regression equation of y on x = (y – ȳ) = bxy (x – x̄)

y – 4.5 = 2(x – 2.5)

y = 2x – 2 × 2.5 + 4.5

y = 2x – 5 + 4.5

∴ = 2x – 0.5

We know the relation between coefficient of correlation and the regression coefficients:

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