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st: multiple imputation with multilevel models


From   Maria Paola Caria <Maria.Paola.Caria@ki.se>
To   statalist@hsphsun2.harvard.edu
Subject   st: multiple imputation with multilevel models
Date   Sun, 02 May 2010 11:07:38 +0200

I'm fittig logistic multilevel models with two random intercepts (at the
country and school levels) using xtmelogit or gllamm in StataSE 10:

xtmelogit binaryoutcome x1  x2  || country: || school: , or     
gllamm binaryoutcome x1 x2, i(school country) eform  family(binomial)
link(logit)    

I need to perform multiple imputation. I can impute the datasets using
mvis, but then micombine doesn't work with xtmelogit nor gllamm.
Any suggestion?
I tried the command mira to combine estimates but coud not succeed.
Any help is appreciated.
Thanks.
Maria Paola


Maria Paola Caria 
PhD student  
Dept. of Public Health Sciences
Division of Public Health Epidemiology 
Karolinska Institutet 
SE-11891 Stockholm, Sweden
E-mail: Maria.Paola.Caria@ki.se 
 
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