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st: multilevel logistic model on aggregated data
From
Maria Paola Caria <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: multilevel logistic model on aggregated data
Date
Tue, 22 Nov 2011 09:58:55 +0000
I need to fit logistic models on data aggregated at the school level.
Since there is a hierarchy in the data with schools clustered in regions,
I need to add a random intercept at the region level.
To clarify, If I had data at the individual level my model would be:
xtmelogit binaryoutcome x1 x2 || country: || school: , or
gllamm binaryoutcome x1 x2, i(school country) eform family(binomial) link(logit)
but data are aggregated at the school level.
Is there a command to fit multilevel logistic model on aggregated data in StataSE 12 ?
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
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