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Robust estimation for partially linear models with large-dimensional covariates

We are concerned with robust estimation procedures to estimate the parameters in partially linear models with large-dimensional covariates. To enhance the interpretability, we suggest implementing a noncon-cave regularization method in the robust estimation procedure to select important covariates f...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Zhu, LiPing, Li, RunZe, Cui, HengJian
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2013
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4060755/
https://ncbi.nlm.nih.gov/pubmed/24955087
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11425-013-4675-0
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