topic How do I create 3-way interactions in linear regression? in Discussions

How do I create 3-way interactions in linear regression?

jswislar — Fri, 17 Mar 2017 17:44:19 GMT

I'm trying to create a model with a 3-way interaction term. I selected the variables and clicked on "cross" per JMP instructions for 2 or more variables. But JMP gives me the following warning:

"The model is missing an effect

X1*X2*X2*X1"

Which is especially odd since what I entered into the model, and what appears in the dialog box, is:

X1*X2*X3

Any thoughts on how to resolve this?

Thanks

Re: How do I create 3-way interactions in linear regression?

Mark_Bailey — Fri, 17 Mar 2017 17:51:07 GMT

If you want the term X1*X2*X3, then you must also include X1*X2, X1*X3, and X2*X3 to maintain the linear model hierarchy, even if these lower order terms are not significant.

Re: How do I create 3-way interactions in linear regression?

jswislar — Fri, 17 Mar 2017 17:56:53 GMT

Ahhh, you're right! I was thinking that only the lower order terms needs to be included. Thanks!