Local polynomial estimation of regression functions for mixing processes

Robust Locally Weighted Regression and Smoothing Scatterplots

1979 • 10,049 citations

On Estimating Regression

1964 • 3,307 citations

Martingale Limit Theory and its Application.

1984 • 2,982 citations

Applied nonparametric regression

1991 • 2,751 citations

Smooth Regression Analysis

1964 • 2,671 citations

Non-linear time series. A dynamical system approach

1990 • 1,974 citations

Consistent Nonparametric Regression

1977 • 1,745 citations

A CENTRAL LIMIT THEOREM AND A STRONG MIXING CONDITION

1956 • 1,340 citations

Design-adaptive Nonparametric Regression

1992 • 1,206 citations

Local Linear Regression Smoothers and Their Minimax Efficiencies

1993 • 894 citations

An Effective Bandwidth Selector for Local Least Squares Regression

1995 • 781 citations

Variable Bandwidth and Local Linear Regression Smoothers

1992 • 636 citations

NONPARAMETRIC ESTIMATORS FOR TIME SERIES

1983 • 574 citations

Data-Driven Bandwidth Selection in Local Polynomial Fitting: Variable Bandwidth and Spatial Adaptation

1995 • 562 citations

Weak and strong uniform consistency of kernel regression estimates

1982 • 469 citations

Some Limit Theorems for Random Functions. II

1961 • 453 citations

Local Regression: Automatic Kernel Carpentry

1993 • 414 citations

On Strong Mixing Conditions for Stationary Gaussian Processes

1960 • 351 citations

Strong uniform convergence rates in robust nonparametric time series analysis and prediction: Kernel regression estimation from dependent observations

1986 • 195 citations

Local Polynomial Estimation of Regression Functions for Mixing Processes

1997 • 190 citations

Nonparametric regression estimation under mixing conditions

1990 • 135 citations

Quantifying the Influence of Initial Values on Non-Linear Prediction

1994 • 72 citations

Asymptotic Normality of the Recursive Kernel Regression Estimate Under Dependence Conditions

1992 • 64 citations

Nonparametric curve estimation with time series errors

1991 • 60 citations

On the consistency and finite-sample properties of nonparametric kernel time series regression, autoregression and density estimators

1986 • 52 citations

Local polynomial fitting: A standard for nonparametric regression

1993 • 39 citations

Coplots, nonparametric regression, and conditionally parametric fits

1994 • 28 citations