Home
Class 12
MATHS
The regression equation of y on x is 2x-...

The regression equation of y on x is 2x-5y +60 =0.
Mean of x = 18
`:. bary=square`
`sigma_x:sigma_y=3:2`
`:. b_(yx)= (square)/(square)`
`:. r = square`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem step by step, we will follow the information provided in the question and the video transcript. ### Step 1: Identify the regression equation The regression equation of \( y \) on \( x \) is given as: \[ 2x - 5y + 60 = 0 \] ### Step 2: Find the mean of \( y \) using the mean of \( x \) We know that the mean of \( x \) (denoted as \( \bar{x} \)) is 18. We can substitute this value into the regression equation to find the mean of \( y \) (denoted as \( \bar{y} \)). Substituting \( \bar{x} = 18 \) into the regression equation: \[ 2(18) - 5\bar{y} + 60 = 0 \] Calculating this gives: \[ 36 - 5\bar{y} + 60 = 0 \\ 96 - 5\bar{y} = 0 \\ 5\bar{y} = 96 \\ \bar{y} = \frac{96}{5} = 19.2 \] ### Step 3: Find the slope of the regression line \( b_{yx} \) The regression equation can be rearranged to express \( y \) in terms of \( x \): \[ 5y = 2x + 60 \\ y = \frac{2}{5}x + 12 \] From this, we can see that the slope \( b_{yx} \) is: \[ b_{yx} = \frac{2}{5} \] ### Step 4: Determine the ratio of standard deviations \( \sigma_x : \sigma_y \) We are given that: \[ \sigma_x : \sigma_y = 3 : 2 \] This implies: \[ \frac{\sigma_x}{\sigma_y} = \frac{3}{2} \quad \text{or} \quad \frac{\sigma_y}{\sigma_x} = \frac{2}{3} \] ### Step 5: Find the correlation coefficient \( r \) The relationship between the slope \( b_{yx} \) and the correlation coefficient \( r \) is given by: \[ b_{yx} = r \cdot \frac{\sigma_y}{\sigma_x} \] Substituting the known values: \[ \frac{2}{5} = r \cdot \frac{2}{3} \] To find \( r \), we rearrange this equation: \[ r = \frac{2}{5} \cdot \frac{3}{2} \] Calculating this gives: \[ r = \frac{3}{5} = 0.6 \] ### Final Answers - \( \bar{y} = 19.2 \) - \( b_{yx} = \frac{2}{5} \) - \( r = 0.6 \)
Promotional Banner

Topper's Solved these Questions

  • QUESTION BANK 2021

    NAVNEET PUBLICATION - MAHARASHTRA BOARD|Exercise Part II 4. TIME SERIES (I) Choose the correct alternative.)|5 Videos
  • QUESTION BANK 2021

    NAVNEET PUBLICATION - MAHARASHTRA BOARD|Exercise Part II 4. TIME SERIES (II) Fill in the blanks|5 Videos
  • QUESTION BANK 2021

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

The regression equation of x on y is 40x-18y = 214… (i) The regression equation of y on x is 8x -10y +66 =0….. (ii) Solving equations i and ii, barx=square bary=square :. b_(yx) = (square)/(square) :. b_(xy) = (square)/(square) :. r = square

If the regression equations are 8x – 10y + 66 = 0 and 40x – 18y = 214 , the mean value of y is…..

Mean of x= 25 Mean of y =20 sigma_x = 4 sigma_y=3 r = 0.5 b_(yx) = square b_(xy)= square When x = 10 y-square=square(10 - square) :. y = square

If r = 0.5, sigma_x =3, sigma_y^2=16 then b_(yx) =…

Square of 3x – 4y is

Mean of x= 53 Mean of y = 28 Regression coefficient of y on x = - 1.2 Regression coefficient of x on y= - 0.3 When x = 50 , y-square=square(50- square) :. y = square

Mean of x= 53 Mean of y = 28 Regression coefficient of y on x = - 1.2 Regression coefficient of x on y= - 0.3 When y = 25 x-square=square(25- square) :. x = square

Mean of x = barx = square Mean y = bary = square b_(xy)=(square)/(square) b_(yx)=(square)/(square) Regression equation of x on y is x-barx = b_(xy )(y-bary) :. Regression equation of x on y is square Regression equation of y on x is y - bary = b_(yx) (x - barx) :. Regression equation of y on x is square