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State True or False: The equations of two regression lines are `10x-4y=80` and `10y- 9x=40` . then `b_(xy) = 0.9`

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To determine whether the statement "b_(xy) = 0.9" is true or false given the regression equations \(10x - 4y = 80\) and \(10y - 9x = 40\), we will follow these steps: ### Step-by-Step Solution: 1. **Rearranging the First Equation**: Start with the first regression line equation: \[ 10x - 4y = 80 \] Rearranging gives: \[ 10x = 4y + 80 \quad \Rightarrow \quad x = \frac{4}{10}y + \frac{80}{10} \quad \Rightarrow \quad x = \frac{2}{5}y + 8 \] This indicates that the regression line of \(x\) on \(y\) has a slope \(b_{xy} = \frac{2}{5}\). 2. **Rearranging the Second Equation**: Now, consider the second regression line equation: \[ 10y - 9x = 40 \] Rearranging gives: \[ 10y = 9x + 40 \quad \Rightarrow \quad y = \frac{9}{10}x + 4 \] This indicates that the regression line of \(y\) on \(x\) has a slope \(b_{yx} = \frac{9}{10}\). 3. **Calculating the Correlation Coefficient**: The correlation coefficient \(r\) can be calculated using the relationship: \[ r^2 = b_{xy} \cdot b_{yx} \] Substituting the values we found: \[ r^2 = \left(\frac{2}{5}\right) \cdot \left(\frac{9}{10}\right) = \frac{2 \cdot 9}{5 \cdot 10} = \frac{18}{50} = \frac{9}{25} \] 4. **Finding the Value of \(r\)**: To find \(r\), we take the square root of \(r^2\): \[ r = \sqrt{\frac{9}{25}} = \frac{3}{5} = 0.6 \] 5. **Conclusion**: Since we found \(b_{xy} = \frac{2}{5} = 0.4\), and the statement claims \(b_{xy} = 0.9\), we conclude that the statement 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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