If the lines of regression of sample are x + 6y = 6 and 3x + 2y = 10.Find i) mean of x & y andii) correlation coefficient between x and yiii) estimate y when x = 12
Question
If the lines of regression of sample are x + 6y = 6 and 3x + 2y = 10.Find i) mean of x & y andii) correlation coefficient between x and yiii) estimate y when x = 12
Solution
The problem involves two regression lines:
-
x + 6y = 6, which can be rewritten as y = (1/6)x + 1. This is the regression of y on x.
-
3x + 2y = 10, which can be rewritten as x = (1/1.5)y + 5. This is the regression of x on y.
i) The means of x and y can be found by equating the constants from the two equations.
For the mean of x (denoted as x̄), we have x̄ = 5.
For the mean of y (denoted as ȳ), we have ȳ = 1.
ii) The correlation coefficient (r) can be found using the slopes of the regression lines. If b1 is the slope of y on x and b2 is the slope of x on y, then r = sqrt(b1*b2).
For b1, we have b1 = 1/6.
For b2, we have b2 = 1/1.5 = 2/3.
So, r = sqrt((1/6)*(2/3)) = sqrt(1/9) = 1/3.
iii) To estimate y when x = 12, we can use the regression of y on x: y = (1/6)x + 1.
Substituting x = 12, we get y = (1/6)*12 + 1 = 2 + 1 = 3.
Similar Questions
If the lines of regression of sample are x + 6y = 6 and 3x + 2y = 10.Find i) mean of x & y andii) correlation coefficient between x and yiii) estimate y when x = 12
In a simple linear regression analysis, the following data represents the relationship between x and y: x: 5, 10, 15, 20, 25 y: 12, 18, 24, 30, 36 Calculate the equation of the regression line y on x:a.x=1.2y+6b.y=1.2x+6c.x=1.5y+8d.y=1.5x+8Clear my choice
What is the slope of the line described by the equation below?y = -6x + 3A.6B.-6C.3D.-3
A line passes through the points (–2,6) and (1,–9). Write its equation in slope-intercept form.
Find the slope of the line passing through the points −9, 6 and −3, 6
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.