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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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書目詳細資料
發表在:Scand Stat Theory Appl
Main Authors: SONG, XIAO, WANG, CHING-YUN
格式: Artigo
語言:Inglês
出版: 2018
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在線閱讀: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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