Solution:
Given that a line of best fit predicts that when x equals 29, y will equal 27.745, but y
actually equals 25. This implies that
The residual for each observation is the difference between predicted values of y (dependent variable) and observed/measured values of y.
In other words, we have

Thus, we have

The correct option is