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munin
2008 Jul 16
4
Likelihood ratio test between glm and glmer fits
...io test between the two fits.
The data are like this:
My outcome is a (1,0) for health status, I have several (1,0) dummy variables RURAL, SMOKE, DRINK, EMPLOYED, highereduc, INDIG, male, divorced, SINGLE, chronic, vigor_d and moderat_d and AGE is continuous (20 to 100).
My higher level is called munid and has 581 levels.
The data have 45243 observations.
Here are my program statements:
#GLM fit
ph.fit.2<-glm(poorhealth~RURAL+SMOKE+DRINK+EMPLOYED+highereduc+INDIG+AGE+male+divorced+SINGLE+chronic+vigor_d+moderat_d,family=binomial(), data=mx.merge)
#GLMER fit
ph.fit.3<-glmer(poorhealth~RURA...