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Quantile Regression With Measurement Error

Regression quantiles can be substantially biased when the covariates are measured with error. In this paper we propose a new method that produces consistent linear quantile estimation in the presence of covariate measurement error. The method corrects the measurement error induced bias by constructi...

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Bibliografiske detaljer
Main Authors: Wei, Ying, Carroll, Raymond J.
Format: Artigo
Sprog:Inglês
Udgivet: 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2841364/
https://ncbi.nlm.nih.gov/pubmed/20305802
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2009.tm08420
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