Sample-Based Classification Procedures Derived from Density Estimators

THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS

1936 • 14,013 citations

Linear Statistical Inference and its Applications

1973 • 10,599 citations

On Estimation of a Probability Density Function and Mode

1962 • 9,957 citations

An Introduction to Multivariate Statistical Analysis

1986 • 9,529 citations

Introduction to Multivariate Statistical Analysis.

1959 • 3,939 citations

Estimation of Error Rates in Discriminant Analysis

1968 • 1,443 citations

Mathematical Statistics A Decision Theoretic Approach

1968 • 1,211 citations

THE STATISTICAL UTILIZATION OF MULTIPLE MEASUREMENTS

1938 • 845 citations

A Nonparametric Estimate of a Multivariate Density Function

1965 • 768 citations

Mathematical Statistics A Decision Theoretic Approach

1968 • 746 citations

On Non-Parametric Estimates of Density Functions and Regression Curves

1965 • 689 citations

Estimation of a multivariate density

1966 • 667 citations

Estimation of Error Rates in Discriminant Analysis

1968 • 461 citations

Sequential Methods in Pattern Recognition and Machine Learning

1968 • 431 citations

Linear Statistical Inference and Its Applications

1966 • 389 citations

On Stochastic Limit and Order Relationships

1943 • 388 citations

Large-Sample Theory: Parametric Case

1956 • 255 citations

Estimation of a unimodal density

1969 • 228 citations

Allocation Rules and Their Error Rates

1966 • 205 citations

(ii) Note on Discriminant Functions

1939 • 170 citations

On Interchanging Limits and Integrals

1960 • 160 citations

On Strong Consistency of Density Estimates

1969 • 109 citations

Some Classification Problems with Multivariate Qualitative Data

1961 • 105 citations

Errors in Discrimination

1961 • 95 citations

Unbiased Estimation of Some Multivariate Probability Densities and Related Functions

1969 • 60 citations

Uniform Consistency of Some Estimates of a Density Function

1969 • 56 citations

A Solution to the Problem of Optimum Classification

1949 • 53 citations

Probabilities of Correct Classification in Discriminant Analysis

1966 • 50 citations

Estimating the Conditional Probability of Misclassification

1971 • 45 citations

Potential Functions in Mathematical Pattern Recognition

1969 • 40 citations

Estimators for the parameters of a finite mixture of distributions

1969 • 37 citations

A General Approach to Some Screening and Classification Problems

1968 • 30 citations

Empirical Bayes procedure for (pattern) classification with stochastic learning

1969 • 13 citations