Multivariate Adaptive Regression Splines

Matrix computations

1983 • 31,414 citations

Classification and Regression Trees.

1986 • 21,574 citations

A Practical Guide to Splines

1978 • 11,700 citations

On Estimation of a Probability Density Function and Mode

1962 • 9,957 citations

Spline Models for Observational Data.

1991 • 5,272 citations

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

1988 • 5,073 citations

A two-dimensional interpolation function for irregularly-spaced data

1968 • 4,574 citations

Smoothing noisy data with spline functions

1978 • 3,289 citations

Analysis of Binary Data

2008 • 2,760 citations

Projection Pursuit Regression

1981 • 2,099 citations

Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation

1983 • 2,096 citations

LINPACK Users' Guide

1979 • 1,741 citations

Problems in the Analysis of Survey Data, and a Proposal

1963 • 1,150 citations

V. Adaptive Control Processes

1964 • 1,049 citations

Some Aspects of the Spline Smoothing Approach to Non-Parametric Regression Curve Fitting

1985 • 1,015 citations

Linear Smoothers and Additive Models

1989 • 983 citations

Flexible Parsimonious Smoothing and Additive Modeling

1989 • 403 citations

Minimizing GCV/GML Scores with Multiple Smoothing Parameters via the Newton Method

1991 • 182 citations

On Nonlinear Functions of Linear Combinations

1984 • 151 citations

Projection-Based Approximation and a Duality with Kernel Methods

1989 • 138 citations

Multidimensional Additive Spline Approximation

1983 • 88 citations

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

1989 • 80 citations

Nonparametric Bayesian Regression

1986 • 72 citations

A tree-structured approach to nonparametric multiple regression

1979 • 66 citations

Partial and interaction spline models for the semiparametric estimation of functions of several variables

1986 • 48 citations

General Estimates of the Intrinsic Variability of Data in Nonlinear Regression Models

1976 • 45 citations

Curve fitting and modeling with splines using statistical variable selection techniques

1982 • 40 citations

A Nested Partitioning Procedure for Numerical Multiple Integration

1981 • 35 citations

On Spaces of Piecewise Polynomials in Two Variables

1984 • 28 citations

Local Smoothing for Scattered and Noisy Data

1985 • 2 citations