Display principal components plots Check the box to display the principal components plots. (See Principal Components Analysis Plot). If you do not check this box, only the association p-value plots are displayed. To Specify This Option: The box is checked by default. Leave the box checked. To Omit the Principal Components Plot From the Output: Uncheck the box.