If the relationship between two variables x and u is u 3x 15 = 0 a...
Given Information
- Equation for x and u: u = 3x - 15 = 0
- Equation for y and v: 2y + 5y = 23
- Regression coefficient of y on x is 0.80
Regression Coefficient of v on u
To find the regression coefficient of v on u, we need to follow the below steps:
- First, we need to find the regression equation of y on x.
- Using the regression equation, we can find the predicted value of y for each value of x.
- We can then substitute these predicted values of y in the equation for y and v to get the predicted values of v for each value of x.
- We then use these predicted values of v and the actual values of u to find the regression equation of v on u.
- The slope of the regression equation of v on u will give us the regression coefficient of v on u.
Finding the Regression Equation of y on x
Let's find the regression equation of y on x using the given information:
- We know that the regression coefficient of y on x is 0.80.
- We also know that the equation for y and v is 2y + 5y = 23, which simplifies to 7y = 23.
Using the regression equation, we can write:
$$\hat{y} = b_0 + b_1x$$
where $\hat{y}$ is the predicted value of y, $b_0$ is the intercept, $b_1$ is the slope, and x is the independent variable (in this case, x is u).
We know that the slope of the regression equation of y on x is 0.80. Let's assume that the intercept is 0. We can then write:
$$\hat{y} = 0 + 0.80x$$
Substituting the equation for x and u, we get:
$$\hat{y} = 0 + 0.80u$$
$$\hat{y} = 0 + 0.80(3x - 15)$$
$$\hat{y} = 0.80(3x) - 0.80(15)$$
$$\hat{y} = 2.40x - 12$$
So, the regression equation of y on x is $\hat{y} = 2.40x - 12$.
Finding the Regression Equation of v on u
Now that we have the regression equation of y on x, we can use it to find the regression equation of v on u:
- We know that the equation for y and v is 2y + 5y = 23, which simplifies to 7y = 23.
- Substituting the regression equation of y on x, we get: