Efficient penalized estimating method in the partially varying-coefficient single-index model

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

Jianqing Fan, Runze Li · Journal of the American Statistical Association · 2001 · 9.2K citations

Natural Sciences, Mathematics, Econometrics +16

A Statistical View of Some Chemometrics Regression Tools

lldiko E. Frank, Jerome H. Friedman · Technometrics · 1993 · 2.2K citations

Natural Sciences, Chemistry, Analytical Chemistry +12

Varying-Coefficient Models

Trevor Hastie, Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1993 · 1.9K citations

Public Health, Biostatistics, Epidemiology +14

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