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Robust Logistic and Probit Methods for Binary and Multinomial Regression

In this paper we introduce new robust estimators for the logistic and probit regressions for binary, multinomial, nominal and ordinal data and apply these models to estimate the parameters when outliers or inluential observations are present. Maximum likelihood estimates don't behave well when...

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Detalhes bibliográficos
Publicado no:J Biom Biostat
Main Authors: Tabatabai, MA, Li, H, Eby, WM, Kengwoung-Keumo, JJ, Manne, U, Bae, S, Fouad, M, Singh, KP
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4464778/
https://ncbi.nlm.nih.gov/pubmed/26078914
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4172/2155-6180.1000202
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