Question: Back to our regression of house Price (in thousands of $) on house Size (in thousands of square feet). The R2 value is reported as 59.5%, and the standard deviation of the residualsis 53.79.
You find that your house in Saratoga is worth $100,000 more than the regression model predicts. Should you be very surprised (as well as pleased)?