Prediction in Multilevel Logistic Regression

Sophia Rabe-Hesketh and Anders Skrondal
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Anders Skrondal: Norwegian Institute of Public Health

Fall North American Stata Users' Group Meetings 2008 from Stata Users Group

Abstract: This presentation focuses on predicted probabilities for multilevel models for dichotomous or ordinal responses. In a three-level model, for instance with patients nested in doctors nested in hospitals, predictions for patients could be for new or existing doctors and, in the latter case, for new or existing hospitals. In a new version of gllamm, these different types of predicted probabilities can be obtained very easily. I will give examples of graphs that can be used to help interpret an estimated model. I will also introduce a little program I've written to construct 95% confidence intervals for predicted probabilities.

Date: 2008-11-16
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Downloads: (external link)
http://repec.org/fnasug2008/predict5.pdf presentation slides (application/pdf)
http://repec.org/usug2008/antibiotics.dta (application/x-stata)
http://repec.org/usug2008/margprob.dta (application/x-stata)
http://repec.org/usug2008/postprob.dta (application/x-stata)
http://repec.org/fnasug2008/FNASUG08_SRH.do (text/plain)

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Persistent link: https://EconPapers.repec.org/RePEc:boc:fsug08:3

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