Polynomial Regression and Response Surface Analysis With SEM and Lavaan

[J Pap]

Hi all!

I am interested in running a model testing the effect of congruence in choices between two people. I found that the more reliable method to explore that is polynomial regression followed by response surface analysis.

I am not familiar with the technique in general, but I would like to ask if you know any paper that has used SEM output (instead of regression outputs) to do response surface analysis.

Thanks a lot!

John

[Rönkkö, Mikko]

John,

 

Here is one example:

 

https://doi.org/10.1145/3410977.3410981

 

Not the best article ever, but it was the first one that came to my mind because I am one of the authors. Response surface analysis does not care if the coefficients that you feed into it came from regression with observed variables or from a latent variable regression.

 

I am attaching the R code that we used to do the response surface plot from Mplus results.

 

Mikko

 

--
You received this message because you are subscribed to the Google Groups "lavaan" group.
To unsubscribe from this group and stop receiving emails from it, send an email to lavaan+un...@googlegroups.com.
To view this discussion on the web visit https://groups.google.com/d/msgid/lavaan/5d02f51a-cad2-4f8b-bd0e-bf8033f342den%40googlegroups.com.