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GMM nonparametric correction methods for logistic regression with error contaminated covariates and partially observed instrumental variables

We consider logistic regression with covariate measurement error. Most existing approaches require certain replicates of the error-contaminated covariates, which may not be available in the data. We propose generalized methods of moments (GMM) non-parametric correction approaches that use instrument...

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Detalhes bibliográficos
Publicado no:Scand Stat Theory Appl
Main Authors: SONG, XIAO, WANG, CHING-YUN
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7517614/
https://ncbi.nlm.nih.gov/pubmed/32982012
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/sjos.12364
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