solve this question (R studio is be allowed to use)

1. [-/5 Points] DETAILS MY NOTES ASK YOUR TEACHER A random sample of 20 individuals who graduated from college five years ago were asked to report the total amount of debt (in $) they had when they graduated from college and the total value of their current investments (in $) resulting in the data set below. Assignment 10q1 data a) Which statement best describes the relationship between these two variables? As college debt increases current investment increases. O College debt is not associated with current investment. O As college debt increases current investment decreases. O As college debt decreases current investment decreases. b) Develop a regression equation for predicting current investment based on college debt. What is the expected change in current investment for each additional dollar of college debt? Give your answer to four decimal places. c) When testing for a significant linear relationship in your regression analysis, what is the proper conclusion at the 0.1 level of significance? There is a significant linear relationship between college debt and current investment because the P-value is less than 0.1. O We fail to reject the claim of no linear relationship between college debt and current investment because the P-value is less than 0.1. O We fail to reject the claim of no linear relationship between college debt and current investment because the P-value is greater than 0.1. There is a significant linear relationship between college debt and current investment because the P-value is greater than 0.1. d) What is the predicted current investment for an individual who had a college debt of $5000? Give your answer to two decimal places. e) What proportion of the variation in current investment is explained by college debt? Give your answer to four decimal places