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Estimating a Logistic Discrimination Functions When One of the Training Samples Is Subject to Misclassification: A Maximum Likelihood Approach

The problem of discrimination and classification is central to much of epidemiology. Here we consider the estimation of a logistic regression/discrimination function from training samples, when one of the training samples is subject to misclassification or mislabeling, e.g. diseased individuals are...

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Detalles Bibliográficos
Autores principales: Nagelkerke, Nico, Fidler, Vaclav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4608588/
https://www.ncbi.nlm.nih.gov/pubmed/26474313
http://dx.doi.org/10.1371/journal.pone.0140718