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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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Bibliografische gegevens
Gepubliceerd in:Scand Stat Theory Appl
Hoofdauteurs: SONG, XIAO, WANG, CHING-YUN
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2018
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Online toegang: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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