M-estimators for single-index model using B-spline

Robust Estimation of a Location Parameter

Peter J. Huber · The Annals of Mathematical Statistics · 1964 · 7K citations · Full text

Business, Decision Sciences, Spatial Statistics +14

Optimal Global Rates of Convergence for Nonparametric Regression

Charles J. Stone · The Annals of Statistics · 1982 · 1.5K citations · Full text

Natural Sciences, Computer Science, Econometrics +6

Semiparametric least squares (SLS) and weighted SLS estimation of single-index models

Hidehiko Ichimura · Journal of Econometrics · 1993 · 1.2K citations

Business, Biostatistics, Statistical Modeling +11

Kernel Smoothing in Partial Linear Models

Paul L. Speckman · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 993 citations

Business, Biostatistics, Econometrics +13

An Adaptive Estimation of Dimension Reduction Space

Yingcun Xia, Howell Tong, W. K. Li · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2002 · 831 citations · Full text

Business, Biostatistics, Econometrics +16