Home
Class 12
MATHS
|b(xy)+ b(yx)|ge...

`|b_(xy)+ b_(yx)|ge`_________

Text Solution

AI Generated Solution

The correct Answer is:
To solve the question regarding the relationship between the regression coefficients \( b_{xy} \) and \( b_{yx} \), we will follow these steps: ### Step-by-Step Solution: 1. **Understanding Regression Coefficients**: - Let \( b_{xy} \) be the regression coefficient of \( x \) on \( y \). - Let \( b_{yx} \) be the regression coefficient of \( y \) on \( x \). - We denote the correlation coefficient as \( r \). 2. **Using the Relationship between Correlation and Regression Coefficients**: - There is a known relationship which states that: \[ r^2 = b_{xy} \cdot b_{yx} \] - From this, we can express \( r \) as: \[ r = \pm \sqrt{b_{xy} \cdot b_{yx}} \] 3. **Applying the Absolute Value**: - Taking the absolute value, we have: \[ |r| = \sqrt{|b_{xy} \cdot b_{yx}|} \] 4. **Using the Arithmetic Mean-Geometric Mean Inequality**: - By the Arithmetic Mean-Geometric Mean (AM-GM) inequality: \[ \frac{b_{xy} + b_{yx}}{2} \geq \sqrt{b_{xy} \cdot b_{yx}} \] - This implies: \[ |b_{xy} + b_{yx}| \geq 2\sqrt{|b_{xy} \cdot b_{yx}|} \] 5. **Substituting the Expression for \( |r| \)**: - Since \( |r| = \sqrt{|b_{xy} \cdot b_{yx}|} \), we can substitute this into our inequality: \[ |b_{xy} + b_{yx}| \geq 2|r| \] ### Final Answer: Thus, we conclude that: \[ |b_{xy} + b_{yx}| \geq 2|r| \]
Doubtnut Promotions Banner Mobile Dark
|

Topper's Solved these Questions

  • QUESTION BANK 2021

    NAVNEET PUBLICATION - MAHARASHTRA BOARD|Exercise Part II 3. LINEAR REGRESSION (IV.Answer the following:)|15 Videos
  • QUESTION BANK 2021

    NAVNEET PUBLICATION - MAHARASHTRA BOARD|Exercise Part II 3. LINEAR REGRESSION (V. Activity questions:)|8 Videos
  • QUESTION BANK 2021

    NAVNEET PUBLICATION - MAHARASHTRA BOARD|Exercise Part II 3. LINEAR REGRESSION (II State whether the following statements are true or false:)|17 Videos
  • PROBABILITY DISTRIBUTION

    NAVNEET PUBLICATION - MAHARASHTRA BOARD|Exercise MULTIPLE CHOICE QUESTIONS|9 Videos
  • THREE DIMENSIONAL GEOMETRY

    NAVNEET PUBLICATION - MAHARASHTRA BOARD|Exercise MULTIPLE CHOICE QUESTIONS|8 Videos

Similar Questions

Explore conceptually related problems

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

If xy = ae^(x) + be^(-x) satisfies the equation Axy'' +By' = xy , then |A-B| is__________.

Knowledge Check

  • b_(xy) and b_(yx) are __________

    A
    Independent of change of origin and scale
    B
    Independent of change of origin but not of scale
    C
    Independent of change of scale but not of origin
    D
    Affected by change of origin and scale
  • b_(xy) xx b_(yx) is equal to

    A
    `rho(X,Y)`
    B
    Cov (X,Y)
    C
    `[p(X,Y)]^(2)`
    D
    None of these
  • If b_(yx) lt0 and b_(xy) lt0 then r is _____

    A
    `a lt0`
    B
    `b gt0`
    C
    `c =0`
    D
    `d gt1`
  • Similar Questions

    Explore conceptually related problems

    Find the regression coefficient b_(yx) and b_(xy) and the two lines of regression for the following data.Also compute the correlation coefficient

    Find the regression coefficients b_(yx) and b_(xy) between x and y for the data n =8, sum x=36, sumy=48, sumxy=225, sumx^(2)=146, sumy^(2)=324 .

    If b_(xy)=-(3)/(2),b_(yx)=-(1)/(6) , then value of r is ……………..

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

    If for a bivariate data, b_(yx)= -1.2 and b_(xy)=-0.3 then r =