please use r code

Question 16 4 points SaveAnswer The association between an explanatory variable and a response variable is shown in the scatterplot below with different symbols/color representing males and females. Which of the following would you be most conoemed about in mnning a regression predicting the response variable from the explanatory variable? OMIles Females mum nibbl- Wow wrinkle ' There appears to be a quantitative interaction with gender. The regression should be run on males and females separately as there appears to be a difference in the association between these variables depending on gender. ' ' There are two outliers on the scatterplot in the far right and left hand comers of the plot that seem to be inuence points. ' There appears to be a qualitative interaction with gender. The regression should be run on males and females separately as there appears to be a difference in the association between these variables depending on gender. ' There appears to be more variability among males than females