Which of the following is not true with respect to the residuals in a least squares linear regression?
1. The expected value of the residuals is 0.
2. If the residuals are larger for large values of x and smaller for small values of x then the model is an adequate representation of the linear relationship between x and y.
3. The value of the residual is negative when the observed value of y is smaller than the predicted value