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2012 Apr 02
1
gamm: tensor product and interaction
...of about 70000 rows and 110 levels for Group in order to test whether tensor product smooths vary across factor levels. I was wondering if comparing those two models would be enough to conclude? I saw a preceding post on similar issues http://r.789695.n4.nabble.com/Comparing-and-Interpreting-GAMMs-td2234209.html but that example used simple s() smooths instead of tensor product smooths. In this case, the person was comparing between model A and model A1 like: A<-gamm4(Z~factor+s(x)+s(x,by=factor) ,data=DATA, random=~(1|Group)) A1<- gamm4(Z~factor+s(x) ,data=DATA, random=~(1|Group)) I thus also...