Use the Following to Answer the Question(s) Below

Multiple Choice

Use the following to answer the question(s) below.
A linear regression model was fit to data representing technology adoption over time. The regression output and residual plot appears below.
-Which of the following is true?

A) The linear model explains 82.5 % of the variability in technology adoption.
B) The linear model is appropriate.
C) The linear model is not appropriate.
D) The linear model explains 82.5 % of the variability in technology adoption and the linear model is appropriate.
E) The linear model explains 82.5 % of the variability in technology adoption and the linear model is not appropriate.