Click the link below and save the following JMP file to your Desktop:
Now go to your Desktop and double click on the JMP file you just downloaded.
This action will start JMP and display the content of this file:
Go to the Analyze menu and select Fit Y by X:
Click the column Gross Sales, then click Y, Response.
Click the column Items, then click X, Factor.
Your screen should now look similar to the following:
Click OK.
The scatter plot is produced:
Click on the red down arrow next to Bivariate Fit of Gross Sales By Items and select Fit Line:
You should see:
To generate the residuals plot, click the red down arrow next to Linear
Fit and select Plot Residuals.
You should see: