I'm currently working on this question but I think I'm doing it incorrectly, can someone please explain this question? Thank you!

3. A recent study was carried out to evaluate the relationship between the amount of alcohol consumed (ounces) by students and the number of social events attended during the semester. After collecting information on the average alcohol consumption of 100 students and the number ofsocial events they attended semester, a researcher estimated the following simple regression y = a + x + e! which yielded the following estimates j? = 10 + 16:: where y is the average amount ofalcohol consumed by students and x represents the number of social events attended during the semester. a. Which of the following scatterplots (not drawn to scale) best describes the relationship between alcohol consumption and the number of social events students attended during the semester? Give a reason for your answer ('1) h. Interpret the intercept in this equation. c. interpret of the slope in this equation. [1. Given the following information: Ear P)? = 1m} and 30' i?)2 = 15 Calculate the r2 for this simple regression and interpret this value. e. Based on your answer in part (e), what is the value of the correlation coefcient