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State True or False: If `b_(yx)=1.5` and `b_(xy)=1/3` then `r = 1/2`. The given data is consistent.

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To determine whether the statement is true or false, we will analyze the given values and apply the correlation coefficient formula. ### Step-by-Step Solution: 1. **Identify Given Values:** We are given: - \( b_{yx} = 1.5 \) - \( b_{xy} = \frac{1}{3} \) 2. **Use the Formula for Correlation Coefficient:** The correlation coefficient \( r \) is related to the regression coefficients by the formula: \[ r^2 = b_{xy} \cdot b_{yx} \] 3. **Substitute the Given Values into the Formula:** Substitute \( b_{yx} \) and \( b_{xy} \) into the formula: \[ r^2 = 1.5 \cdot \frac{1}{3} \] 4. **Calculate \( r^2 \):** Performing the multiplication: \[ r^2 = 1.5 \cdot \frac{1}{3} = \frac{1.5}{3} = \frac{15}{30} = \frac{1}{2} \] 5. **Find \( r \):** Taking the square root of both sides: \[ r = \sqrt{\frac{1}{2}} = \frac{1}{\sqrt{2}} \] 6. **Determine the Sign of \( r \):** Since both \( b_{yx} \) and \( b_{xy} \) are positive, \( r \) will also be positive: \[ r = \frac{1}{\sqrt{2}} > 0 \] 7. **Compare with Given \( r \):** The statement claims \( r = \frac{1}{2} \). Since \( \frac{1}{\sqrt{2}} \) is not equal to \( \frac{1}{2} \), the statement is false. ### Conclusion: The given data is inconsistent with the statement provided. Therefore, the answer is **False**. ---
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NAVNEET PUBLICATION - MAHARASHTRA BOARD-QUESTION BANK 2021-Part II 3. LINEAR REGRESSION (II State whether the following statements are true or false:)
  1. State True or False: The equations of two regression lines are 10x-4y=...

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  2. State True or False: y = 5 + 2.8x and x = 3 + 0.5y be the regression l...

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  3. State true or false: Both the regression coefficients cannot exceed 1

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  4. State True or False: If b(yx)=1.5 and b(xy)=1/3 then r = 1/2. The give...

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  5. Correlation analysis is the theory of games. (True/False)

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  6. State True or False: If b(xy) lt 0 and b(yx) lt 0 then ‘r’ is gt0

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  7. State True or False: The following data is not consistent: byx+ bxy =...

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  8. State True or False: If u=x-a and v= y-b then b(xy)= b(uv).

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  9. State True or False: If equation of regression lines are 3x+2y-26=0 an...

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  10. State True or False b(xy) is the slope of regression line of y on x.

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  11. State True or False: corr(x,x) = 0

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  12. State True or False: corr(x,x)=1

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  13. State True or False: cov(x,x)= variance of x

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  14. Regression analysis is used for measuring the degree of the relationsh...

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  15. State True or False: Regression coefficient of x on y is the slope of ...

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  16. The variable used for predicting the response is called the independen...

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  17. If n = 5,sumx = sumy = 20, sumx^2 = sumy^2 = 90 , sumxy = 76 Find ...

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