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Maximum likelihood estimation with binary-data regression models: small-sample and large-sample features

Many inferential procedures for generalized linear models rely on the asymptotic normality of the maximum likelihood estimator (MLE). Fahrmeir & Kaufmann (1985, Ann. Stat., 13, 1) present mild conditions under which the MLEs in GLiMs are asymptotically normal. Unfortunately, limited study has ap...

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Detalhes bibliográficos
Main Authors: Deutsch, Roland C., Grego, John. M., Habing, Brian, Piegorsch, Walter W.
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2903756/
https://ncbi.nlm.nih.gov/pubmed/20640219
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