Search Results for author: Huiliang Xie

Found 1 papers, 0 papers with code

SCAD-penalized regression in high-dimensional partially linear models

no code implementations31 Mar 2009 Huiliang Xie, Jian Huang

We consider the problem of simultaneous variable selection and estimation in partially linear models with a divergent number of covariates in the linear part, under the assumption that the vector of regression coefficients is sparse.

Statistics Theory Statistics Theory 62J05, 62G08 (Primary) 62E20 (Secondary)

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