no code implementations • 31 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)