Question

It is critical to determine whether there is a relationship between the 30 attribute variables and the target mvliking variable. to do so, regress mvliking against all thirty independent variables. what do you find? do the signs on the coefficients make sense?

Answer 1

To determine if there is a relationship between the 30 attribute variables and the target mvliking variable, you can perform regression analysis and interpret the significance of the correlation coefficient.

Step-by-step explanation:

The independent variables in this question are the 30 attribute variables, and the dependent variable is the target variable, mvliking. To determine if there is a relationship between these variables, you can perform regression analysis. First, draw a scatter plot to visualize the data and see if there is a linear relationship between the variables. Then, use regression to find the line of best fit and the correlation coefficient.

Once you have performed the regression analysis, you can interpret the significance of the correlation coefficient. A correlation coefficient close to 1 or -1 indicates a strong linear relationship between the variables. If the correlation coefficient is close to 0, it suggests no linear relationship. The signs on the coefficients in the regression equation indicate the direction of the relationship between the independent variables and the dependent variable.