Penalized Likelihood for General Semi-Parametric Regression Models

On Information and Sufficiency

1951 • 17,995 citations

Generalized Linear Models

1972 • 6,608 citations

Theory of reproducing kernels

1950 • 5,361 citations

Smoothing noisy data with spline functions

1978 • 3,289 citations

Residuals and Influence in Regression

1984 • 2,664 citations

Semiparametric Estimates of the Relation between Weather and Electricity Sales

1986 • 951 citations

Quasi-Likelihood Functions

1983 • 762 citations

Cross-Validatory Choice and Assessment of Statistical Predictions (With Discussion)

1976 • 661 citations

Iteratively Reweighted Least Squares for Maximum Likelihood Estimation, and Some Robust and Resistant Alternatives

1984 • 651 citations

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

1978 • 535 citations

Non-parametric Roughness Penalty for Probability Densities

1971 • 425 citations

Spline Smoothing in a Partly Linear Model

1986 • 399 citations

Residuals in Generalized Linear Models

1986 • 285 citations

Automatic Smoothing of Regression Functions in Generalized Linear Models

1986 • 270 citations

Convergence rates for partially splined models

1986 • 250 citations

Analysis of Field Experiments by Least Squares Smoothing

1985 • 215 citations

Semi-parametric Generalized Linear Models

1985 • 123 citations

A SURVEY OF SOME SMOOTHING PROBLEMS AND THE METHOD OF GENERALIZED CROSS-VALIDATION FOR SOLVING THEM.

1977 • 114 citations

Multivariate Smoothing Spline Functions

1984 • 106 citations

Oscillation matrices with spline smoothing

1975 • 106 citations

Maximum likelihood estimation and large-sample inference for generalized linear and nonlinear regression models

1983 • 105 citations

Cross-validation in nonparametric estimation of probabilities and probability densities

1984 • 69 citations

On the Asymptotic Distribution of Pearson's Statistic in Linear Exponential-Family Models

1985 • 65 citations

Linear models for field trials, smoothing and cross-validation

1985 • 56 citations

Discussion: Projection Pursuit

1985 • 11 citations

An Empirical Bayesian Approach to the Smooth Estimation of Unknown Functions.

1982 • 6 citations