From Non Parametric Regression to Non Parametric Prediction: Survey of the Mean Square Error and Original Results on the Predictogram

Convergence of Probability Measures

1999 • 14,297 citations

On Estimation of a Probability Density Function and Mode

1962 • 9,957 citations

Stochastic processes

1953 • 9,312 citations

Convergence of Probability Measures

1969 • 7,189 citations

On Estimating Regression

1964 • 3,307 citations

Smooth Regression Analysis

1964 • 2,671 citations

Consistent Nonparametric Regression

1977 • 1,745 citations

Non-Parametric Estimation of a Multivariate Probability Density

1969 • 1,717 citations

Optimal Rates of Convergence for Nonparametric Estimators

1980 • 786 citations

Non-Parametric Function Fitting

1972 • 440 citations

On Consistent Estimates of the Spectrum of a Stationary Time Series

1957 • 365 citations

Distribution-Free Consistency Results in Nonparametric Discrimination and Regression Function Estimation

1980 • 227 citations

On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates

1981 • 217 citations

Estimation des densit�s: risque minimax

1979 • 213 citations

Nonparametric Estimation of the Transition Distribution Function of a Markov Process

1969 • 162 citations

Local Properties of k-NN Regression Estimates

1981 • 151 citations

On the Best Obtainable Asymptotic Rates of Convergence in Estimation of a Density Function at a Point

1972 • 151 citations

Estimation Non-paramétrique de la Régression: Revue Bibliographique

1981 • 143 citations

Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates

1982 • 106 citations

Consistent Window Estimation in Nonparametric Regression

1980 • 101 citations

Curves As Parameters, and Touch Estimation

1961 • 57 citations

Estimation de la regression par la methode des k points les plus proches avec noyau : quelques propriétés de convergence ponctuelle

1980 • 53 citations

Estimation of a regression function by the parzen kernel-type density estimators

1976 • 46 citations

Unbiased Estimation in Convex Families

1969 • 21 citations

Bounds for Estimation of Density Functions and Their Derivatives

1977 • 21 citations

Sur la pr�diction non param�trique de variables al�atoires et de mesures al�atoires

1983 • 13 citations

Prédiction non paramétrique : étude de l'erreur quadratique du prédictogramme

1984 • 11 citations

Asymptotic properties of some functions of nonparametric estimates of a density function

1973 • 4 citations