The line of best fit equation is,
![y=0.4x+23.26](https://img.qammunity.org/2023/formulas/mathematics/college/zohcjqphgnyctd2y2dlrtfw60y41bydrua.png)
The observed value is what we get from the table.
The predicted value is what we get from using the line of best fit equation.
The residual is Observed - Predicted.
Now,
For number of hours worked = 8,
Observed amount (from table) is 33.50
Predicted amount (using equation) is
![\begin{gathered} y=0.4x+23.26 \\ y=0.4(8)+23.26 \\ y=26.46 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/98wj1f3zndil83tk9h7akcoixr2zz5fipw.png)
Residual = 33.50 - 26.46 = 7.04
For number of hours worked = 12,
Observed amount ( from table) is 25.00
Predicted amount (using equation) is
![\begin{gathered} y=0.4x+23.26 \\ y=0.4(12)+23.26 \\ y=28.06 \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/t5h4tmuikr5brvlcjubzo94xopc4cio28d.png)
Residual = 25 - 28.06 = -3.06