Regularized Discriminant Analysis

Matrix computations

1983 • 31,414 citations

Matrix Analysis

1985 • 23,473 citations

Classification and Regression Trees.

1984 • 23,117 citations

Classification and Regression Trees.

1986 • 21,574 citations

Pattern Classification

2012 • 20,094 citations

Estimation of the Mean of a Multivariate Normal Distribution

1981 • 2,667 citations

Estimation with Quadratic Loss

1992 • 2,391 citations

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

1983 • 2,096 citations

Introduction to Multivariate Analysis

1983 • 1,836 citations

Discriminant Analysis

1975 • 1,166 citations

A Statistical Perspective on Ill-Posed Inverse Problems

1986 • 669 citations

Discriminant Analysis

1975 • 668 citations

Generalizing the Singular Value Decomposition

1976 • 627 citations

Regression, Prediction and Shrinkage

1983 • 572 citations

Towards a Generalized Singular Value Decomposition

1981 • 532 citations

Robust estimation and outlier detection with correlation coefficients

1975 • 369 citations

Empirical Bayes Estimation of the Multivariate Normal Covariance Matrix

1980 • 261 citations

Estimation of a Covariance Matrix under Stein's Loss

1985 • 253 citations

Classification and Clustering.

1979 • 253 citations

Cross-Validation, the Jackknife, and the Bootstrap: Excess Error Estimation in Forward Logistic Regression

1986 • 231 citations

Common Structure of Smoothing Techniques in Statistics

1985 • 220 citations

Multivariate Analysis

2006 • 213 citations

Multivariate Empirical Bayes and Estimation of Covariance Matrices

1976 • 174 citations

Introduction to Multivariate Analysis.

1982 • 145 citations

Discriminant Functions when Covariances are Unequal and Sample Sizes are Moderate

1977 • 130 citations

An orthogonally invariant minimax estimator of the covariance matrix of a multivariate normal population

1984 • 62 citations

ESTIMATING COVARIANCES IN A MULTIVARIATE NORMAL DISTRIBUTION

1977 • 50 citations

Cross-Validation, the Jackknife, and the Bootstrap: Excess Error Estimation in Forward Logistic Regression

1986 • 43 citations

Discrimination, Allocatory and Separatory, Linear Aspects

1977 • 36 citations

DATA ANALYSIS OF SENSORY SCORES, EVALUATIONS OF PANELISTS AND WINE SCORE CARDS

1980 • 33 citations

Classification Algorithms

1987 • 26 citations

Discriminant Functions

1967 • 26 citations

Optimal Predictive Linear Discriminants

1974 • 17 citations

7. Cross Validation, the Jackknife and the Bootstrap

1982 • 11 citations