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Shayaan95
Level II

Does theta has any relation in finding the main effect in Gaussian process model report? If yes how it is related?

I am using JMP to apply gaussian process model to my data set and got the model report for an output as given in the attached image.. It shows a column for theta as well as main effect. theta also corresponds to the single factor effect of each input variable on output variable as well as main main effect. what is the difference? Is there any relation between theta and main main effect in model report. What is the mathematical relation for finding the main effect of each input variable on output response. Can anyone explain? I have gone through the documentation provided by JMP (link is attached) but did not find answer.

https://www.jmp.com/support/help/en/15.1/index.shtml#page/jmp/model-report.shtml#