Which of the Following Statements Are Not True?
A) the Predicted

Multiple Choice

Which of the following statements are not true?

A) The predicted value $\hat { y } _ { i }$
Is the value of y that we would predict or expect when using the estimated regression line with $x = x _ { i }$
B) The predicted value $\hat { y } _ {i}$
Is the height of the estimated regression line above the value $x _ {i }$
For which the $i ^ { t h }$
Observation was made.
C) The residual $y _ { i } - \hat { y } _ { i }$
Is the difference between the observed $y _ { i }$
And the predicted $\hat { y } _ { i }$
D) If the residuals are all large in magnitude, then much of the variability in observed y values appears to be due to the linear relationship between x and y, whereas many small residuals suggest quite a bit of inherent variability in y relative to the amount due to the linear relation.
E) All of the above statements are true.