Fitting a bivariate additive model by local polynomial regression

Matrix Analysis

1985 • 23,473 citations

Matrix Analysis

1985 • 9,483 citations

Generalized Additive Models.

1991 • 8,555 citations

Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

1988 • 5,073 citations

Convergence of Stochastic Processes.

1985 • 2,394 citations

Projection Pursuit Regression

1981 • 2,099 citations

Convergence of Stochastic Processes

1984 • 1,798 citations

Additive Regression and Other Nonparametric Models

1985 • 1,210 citations

Multivariate Locally Weighted Least Squares Regression

1994 • 1,045 citations

Linear Smoothers and Additive Models

1989 • 983 citations

Projection Pursuit Regression

1981 • 473 citations

A Kernel Method of Estimating Structured Nonparametric Regression Based on Marginal Integration

1995 • 416 citations

How Far are Automatically Chosen Regression Smoothing Parameters from their Optimum?

1988 • 362 citations

How Far Are Automatically Chosen Regression Smoothing Parameters From Their Optimum?

1988 • 151 citations

The Computation of Generalized Cross-Validation Functions Through Householder Tridiagonalization with Applications to the Fitting of Interaction Spline Models

1989 • 80 citations

Fitting Multivariate Regression Functions by Interaction Spline Models

1993 • 55 citations

Local polynomial fitting: A standard for nonparametric regression

1993 • 39 citations

Estimation of generalized additive models

1990 • 29 citations

On the backfitting algorithm for additive regression models

1993 • 26 citations

Adaptive Order Polynomial Fitting: Bandwidth Robustification and Bias Reduction

1995 • 25 citations