Multivariate Methods • Partial Least Squares Models • Model Fit Options • VIP vs Coefficients Plots
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VIP vs Coefficients Plots
Two options to the right of the plot facilitate variable reduction and model building:
Make Model Using VIP
Opens and populates a launch window with the appropriate responses entered as Ys and the variables whose VIPs exceed the specified threshold entered as Xs.
Make Model Using Selection
Enables you to select Xs directly in the plot and then enters the Ys and only the selected Xs into a launch window.
To use another platform based on your current column selection, open the desired platform. Notice in the launch window that the selections are retained. Click on the role button and the selected columns are populated.
Figure 5.13 VIP vs Coefficients Plot for Centered and Scaled Data

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Help created on 7/12/2018