Breaking the curse of dimensionality in nonparametric testing

Real and Complex Analysis.

G. A. Garreau, Walter Rudin · Journal of the Royal Statistical Society Series D (The Statistician) · 1987 · 10.9K citations

Measure Theory, Infinite Dimensional Analysis, Engineering +10

Simulation and the Asymptotics of Optimization Estimators

Ariel Pakes, David Pollard · Econometrica · 1989 · 1.5K citations

Optimization Estimators, Parameter Estimation, Engineering +13

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

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

Econometric Model, Parameter Estimation, Engineering +10

Comparing Nonparametric Versus Parametric Regression Fits

Wolfgang Karl Härdle, Enno Mammen · The Annals of Statistics · 1993 · 1.2K citations · Full text

Econometric Model, Economics, Bootstrap Resampling +13

Optimal Rates of Convergence for Nonparametric Estimators

Charles J. Stone · The Annals of Statistics · 1980 · 792 citations · Full text

Taylor Polynomial, Estimation Theory, Engineering +8