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

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To determine whether the statement "If \( u = x - a \) and \( v = y - b \), then \( b_{xy} = b_{uv} \)" is true or false, we will analyze the relationship between the regression coefficients \( b_{xy} \) and \( b_{uv} \). ### Step-by-Step Solution: 1. **Define the Variables**: - Let \( u = x - a \) and \( v = y - b \). - This implies \( x = u + a \) and \( y = v + b \). 2. **Understand the Regression Coefficient**: - The regression coefficient \( b_{xy} \) (the regression of \( y \) on \( x \)) is given by: \[ b_{xy} = r_{xy} \frac{\sigma_x}{\sigma_y} \] - Similarly, the regression coefficient \( b_{uv} \) (the regression of \( v \) on \( u \)) is given by: \[ b_{uv} = r_{uv} \frac{\sigma_u}{\sigma_v} \] 3. **Correlation Coefficient Independence**: - The correlation coefficient \( r \) is independent of the origin and scale. Therefore, we have: \[ r_{xy} = r_{uv} \] 4. **Standard Deviations**: - The standard deviations \( \sigma_x \) and \( \sigma_y \) are related to \( \sigma_u \) and \( \sigma_v \) as follows: - Since \( u = x - a \), the standard deviation \( \sigma_u = \sigma_x \). - Since \( v = y - b \), the standard deviation \( \sigma_v = \sigma_y \). 5. **Substituting into the Regression Coefficients**: - Substitute the values into the regression coefficients: \[ b_{xy} = r_{xy} \frac{\sigma_x}{\sigma_y} = r_{uv} \frac{\sigma_u}{\sigma_v} \] - Since \( r_{xy} = r_{uv} \) and \( \sigma_u = \sigma_x \), \( \sigma_v = \sigma_y \), we can conclude: \[ b_{xy} = b_{uv} \] 6. **Conclusion**: - Therefore, the statement \( b_{xy} = b_{uv} \) is true. ### Final Answer: The statement is **True**.
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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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