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T-type Corrected-Loss Estimation for Error-in-Variable Model

In this paper, we consider a linear model in which the covariates are measured with errors. We propose a t-type corrected-loss estimation of the covariate effect, when the measurement error follows the Laplace distribution. The proposed estimator is asymptotically normal. In practical studies, some...

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Dades bibliogràfiques
Publicat a:Commun Stat Theory Methods
Autors principals: Jin, Jiao, Zhu, Liang, Tong, Xingwei, Ness, Kirsten K.
Format: Artigo
Idioma:Inglês
Publicat: 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5100678/
https://ncbi.nlm.nih.gov/pubmed/27840548
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03610926.2014.1002934
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