Nonasymptotic analysis of semiparametric regression models with high-dimensional parametric coefficients
From MaRDI portal
Publication:1687131
DOI10.1214/16-AOS1528zbMath1392.62201MaRDI QIDQ1687131
Publication date: 22 December 2017
Published in: The Annals of Statistics (Search for Journal in Brave)
sample selectionhigh-dimensional statisticsLassopartially linear modelslog-concave distributionsnonasymptotic analysis
Nonparametric regression and quantile regression (62G08) Censored data models (62N01) Generalized linear models (logistic models) (62J12) General nonlinear regression (62J02) Estimation in survival analysis and censored data (62N02)
Related Items (3)
Test for high dimensional partially linear models ⋮ Minimax optimal estimation in partially linear additive models under high dimension ⋮ Unnamed Item
This page was built for publication: Nonasymptotic analysis of semiparametric regression models with high-dimensional parametric coefficients
