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

Linear Statistical Inference and its Applications

1973 • 10,599 citations

Theory of reproducing kernels

1950 • 5,361 citations

Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition

1970 • 4,521 citations

Linear Statistical Inference and Its Applications.

1975 • 3,726 citations

Smoothing noisy data with spline functions

1978 • 3,289 citations

Generalized Additive Models

1986 • 3,141 citations

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems

1977 • 2,325 citations

LINPACK Users' Guide

1979 • 1,741 citations

Practical Optimization

2019 • 1,605 citations

Some results on Tchebycheffian spline functions

1971 • 1,234 citations

Linear Smoothers and Additive Models

1989 • 983 citations

Newton—Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data

1988 • 845 citations

A Statistical Perspective on Ill-Posed Inverse Problems

1986 • 669 citations

Improper Priors, Spline Smoothing and the Problem of Guarding Against Model Errors in Regression

1978 • 535 citations

A Comparison of GCV and GML for Choosing the Smoothing Parameter in the Generalized Spline Smoothing Problem

1985 • 513 citations

Asymptotic Optimality of $C_L$ and Generalized Cross-Validation in Ridge Regression with Application to Spline Smoothing

1986 • 221 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

Surface fitting with scattered noisy data on Euclidean D-space and on the sphere

1984 • 70 citations

When is the optimal regularization parameter insensitive to the choice of the loss function?

1990 • 63 citations

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

1986 • 48 citations

Estimation of Variance Components and Applications

1989 • 37 citations