Question

What to examine when assessing the bivariate relationship between a Continuous predictor variable and a binary target variable?

Answer 1

When assessing the bivariate relationship between a continuous predictor variable and a binary target variable, you need to determine the independent and dependent variables, draw a scatter plot, use regression analysis, interpret the significance of the correlation coefficient, and determine if there is a linear relationship.

Step-by-step explanation:

When assessing the bivariate relationship between a continuous predictor variable and a binary target variable, there are several steps you can take:

1. Determine the independent and dependent variables. In this case, the continuous predictor variable would be the independent variable, and the binary target variable would be the dependent variable.
2. Draw a scatter plot of the data to visually inspect for any relationship between the variables.
3. Use regression analysis to find the line of best fit and calculate the correlation coefficient.
4. Interpret the significance of the correlation coefficient to determine the strength of the relationship.
5. Finally, determine if there is a linear relationship between the variables based on the scatter plot and the analysis conducted.