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The regression lines of x on y and y on ...

The regression lines of x on y and y on x are `x=4y+5 and y=kx+4` respectively. The limits of k are given by

A

`0ltklt(1)/(4)`

B

`-1ltklt(1)/(2)`

C

`-1ltklt1`

D

none of these

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The correct Answer is:
To solve the problem, we need to find the limits of \( k \) given the regression lines \( x = 4y + 5 \) and \( y = kx + 4 \). ### Step-by-Step Solution: 1. **Identify the Regression Coefficients:** - The regression line of \( x \) on \( y \) is given by \( x = 4y + 5 \). Here, the coefficient of \( y \) is \( b_{xy} = 4 \). - The regression line of \( y \) on \( x \) is given by \( y = kx + 4 \). Here, the coefficient of \( x \) is \( b_{yx} = k \). 2. **Relate the Regression Coefficients to the Correlation Coefficient:** - The correlation coefficient \( r \) can be expressed in terms of the regression coefficients as: \[ r = \sqrt{b_{xy} \cdot b_{yx}} = \sqrt{4k} \] 3. **Determine the Range of the Correlation Coefficient:** - The correlation coefficient \( r \) must satisfy the condition \( -1 \leq r \leq 1 \). - Since both regression coefficients \( b_{xy} \) and \( b_{yx} \) are positive, \( r \) will also be positive. Thus, we only need to consider the range \( 0 \leq r \leq 1 \). 4. **Set Up the Inequality:** - From the expression for \( r \): \[ 0 \leq \sqrt{4k} \leq 1 \] - Squaring all parts of the inequality (since \( r \) is non-negative): \[ 0 \leq 4k \leq 1 \] 5. **Solve for \( k \):** - Dividing the entire inequality by 4 gives: \[ 0 \leq k \leq \frac{1}{4} \] ### Conclusion: The limits of \( k \) are: \[ 0 \leq k \leq \frac{1}{4} \]
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ML KHANNA-CORRELATION AND REGRESSION -PROBLEM SET (1) (MCQ)
  1. Two random variables have the least squares regression lines 3x+2y-26=...

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  2. The lines of regression of y on x and x on y are respectively y=x and ...

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  3. The regression lines of x on y and y on x are x=4y+5 and y=kx+4 respec...

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  4. For two variables x and y, the two regression lines are x+2y-5=0, 2x+3...

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  5. For 10 observations on price (x) and supply (y) the following data wer...

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  6. If two lines of Regression are respectively y=ax+b and x=alphay+beta. ...

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  7. r(xy)lt0, according as

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  8. The correlation between two variables x and y is given to be r. The va...

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  9. If U=aX+b, and V=-cY+d where a and c positive. If r(U,V)=0.6, then r(X...

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  10. Let X and Y be two variables with the same variance and let U=X+Y,V=X-...

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  11. If Z=aX+bY and r is the correlation coefficient between X and Y, then ...

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  12. If X and Y are two independent variables with sigma(X)^(2)=36,sigma(Y)...

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  13. The coefficient of correlation is independent of

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  14. If both the regression coefficients b(YX) and b(XY) are positive, then

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  15. If the slopes of the line of regression of Y and X and of X and Y are ...

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  16. If the two lines of regression are 3x+y=15 and x+4y=3, then value of x...

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  17. The coefficient of correlation between random variables X and Y is 0.2...

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  18. Linear relation between the variables is given by the equation ax+by+c...

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  19. The lines of regression of y on x is a(1)x+b(1)y+c(1)=0 and that of x ...

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  20. If Sigmax=55,Sigmay=74,Sigmaxy=411,n=10, then covariance between x and...

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