Model Fit for a Two-Way Analysis of Variance with No Interaction shows two profiler plots of the fit to the data for the Analgesics.jmp sample data table. The model effects are gender and drug. The response is pain. To obtain this plot, select Analyze > Fit Model, select pain as Y, select gender and drug as model effects, and then click Run. From the report’s red triangle menu, select Factor Profiling > Profiler.

The top plot in Model Fit for a Two-Way Analysis of Variance with No Interaction shows predictions for females, while the bottom plot shows predictions for males. Note that the relative effects of the three drugs are consistent across the levels of gender. This is because there is no interaction term in the model. For an example with interaction, see Model Fit for a Two-Way Analysis of Variance with Interaction.