In this example, you use the Cluster Variables platform as a dimension-reduction tool for modeling. The Penta.jmp sample data table contains 15 variables used to predict the response variable, log RAI. Use Cluster Variables to reduce this number.
1.
Select Help > Sample Data Library and open Penta.jmp.
2.
Select Analyze > Clustering > Cluster Variables.
3.
4.
Figure 14.5 Cluster Variables Report for Penta.jmp
2.
Select logRAI and click Y.
4.
Select the box next to Keep dialog open.
5.
Click Run.
Figure 14.6 Fit Least Squares Report for Model with All Continuous Predictors
8.
Click Run.
Figure 14.7 Fit Least Squares Report for Model with Cluster Components as Predictors

Help created on 7/12/2018