Maximum Likelihood from Incomplete Data Via the EM Algorithm

Linear Statistical Inference and its Applications

1973 • 10,599 citations

Inference and missing data

1976 • 8,904 citations

Robust Estimation of a Location Parameter

1964 • 6,342 citations

Discrete Multivariate Analysis: Theory and Practice.

1975 • 5,202 citations

A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains

1970 • 4,244 citations

Recovery of inter-block information when block sizes are unequal

1971 • 3,597 citations

Theory of Statistical Estimation

1925 • 2,696 citations

A general approach to confirmatory maximum likelihood factor analysis

1969 • 2,356 citations

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems

1977 • 2,325 citations

Applied Statistical Decision Theory

1962 • 2,252 citations

Theory of optimal experiments

1972 • 2,133 citations

Discrete Multivariate Analysis

1977 • 1,841 citations

The Future of Data Analysis

1962 • 1,740 citations

The Empirical Distribution Function with Arbitrarily Grouped, Censored and Truncated Data

1976 • 1,703 citations

Exploratory latent structure analysis using both identifiable and unidentifiable models

1974 • 1,529 citations

An inequality and associated maximization technique in statistical estimation of probabilistic functions of a Markov process

1972 • 1,453 citations

Applied Statistical Decision Theory.

1962 • 1,341 citations

Applications of Mathematics to Medical Problems

1925 • 1,124 citations

An inequality with applications to statistical estimation for probabilistic functions of Markov processes and to a model for ecology

1967 • 1,038 citations

Inference and disputed authorship : The Federalist

1964 • 913 citations

A nonidentifiability aspect of the problem of competing risks.

1975 • 841 citations

Data Analysis Using Stein's Estimator and its Generalizations

1975 • 825 citations

Covariance Selection

1972 • 817 citations

Estimating the components of a mixture of normal distributions

1969 • 809 citations

The two sample problem with censored data

1967 • 680 citations

Maximum Likelihood Estimation from Incomplete Data

1958 • 613 citations

PATTERN CLUSTERING BY MULTIVARIATE MIXTURE ANALYSIS

1970 • 612 citations

Maximum-likelihood estimation for the mixed analysis of variance model

1967 • 556 citations

The Estimation of Probabilities: An Essay on Modern Bayesian Methods

1967 • 530 citations

Estimation of Parameters for a Mixture of Normal Distributions

1966 • 477 citations

Robust Estimates of Location

1972 • 476 citations

A MISSING INFORMATION PRINCIPLE: THEORY AND APPLICATIONS

1972 • 457 citations

Nonparametric Estimation of a Survivorship Function with Doubly Censored Data

1974 • 443 citations

The Analysis of Cross-Classified Data: Independence, Quasi-Independence, and Interactions in Contingency Tables with or without Missing Entries

1968 • 433 citations

Restricted Maximum Likelihood (REML) Estimation of Variance Components in the Mixed Model

1976 • 423 citations

Empirical Bayes Methods.

1991 • 346 citations

THE ESTIMATION OF GENE FREQUENCIES IN A RANDOM‐MATING POPULATION

1955 • 341 citations

The Estimation of Probabilities: An Essay on Modern Bayesian Methods

1965 • 338 citations

Missing Values in Multivariate Analysis

1975 • 332 citations

Estimation and tests of significance in factor analysis

1955 • 310 citations

Linear Statistical Inference and Its Applications

1966 • 306 citations

The Analysis of Incomplete Data

1971 • 295 citations

Factor Analysis as a Statistical Method. 2nd ed.

1972 • 288 citations

Characterizing the Estimation of Parameters in Incomplete-Data Problems

1974 • 209 citations

A Comparison of Iterative Maximum Likelihood Estimates of the Parameters of a Mixture of Two Normal Distributions Under Three Different Types of Sample

1973 • 186 citations

Estimation of Finite Mixtures of Distributions from the Exponential Family

1969 • 173 citations

Missing Values in Experiments Analysed on Automatic Computers

1956 • 172 citations

Iterative Reclassification Procedure for Constructing an Asymptotically Optimal Rule of Allocation in Discriminant Analysis

1975 • 159 citations

Empirical Bayes Methods

1971 • 148 citations

Maximum Likelihood Theory for Incomplete Data from an Exponential Family

2016 • 144 citations

Computing Maximum Likelihood Estimates for the Mixed A.O.V. Model Using the W Transformation

1973 • 131 citations

Human Evolutionary Trees.

1977 • 129 citations

An iterative method for solution of the likelihood equations for incomplete data from exponential families

1976 • 110 citations

Bayesian estimation in unrestricted factor analysis: A treatment for heywood cases

1975 • 110 citations

Identification of the Sources of Significance in Two-Way Contingency Tables

1974 • 87 citations

A Non-Iterative Algorithm for Least Squares Estimation of Missing Values in Any Analysis of Variance Design

1972 • 85 citations

Log-Linear Models for Frequency Tables Derived by Indirect Observation: Maximum Likelihood Equations

1974 • 84 citations

The Place of Mathematics in Medical and Biological Statistics

1963 • 75 citations

On mle of the parameters of a mixture of two normal distributions when the sample size is small

1973 • 69 citations

A Likelihood Ratio Statistic for Testing Goodness of Fit with Randomly Censored Data

1978 • 65 citations

On the Estimation of Small Frequencies in Contingency Tables

1956 • 63 citations

Factor Analysis as a Statistical Method.

1964 • 56 citations

The Analysis of Contingency Tables with Incompletely Classified Data

1976 • 51 citations

Biological statistics : an introduction

1965 • 39 citations

138. Note: On the Estimation of the Mean of a Poisson Distribution from a Sample with the Zero Class Missing

1959 • 35 citations

Iterative Procedures for Missing Values in Experiments

1971 • 33 citations

Estimation from a censored sample for the exponential family

1970 • 31 citations

Some Bayesian stratified two-phase sampling results

1968 • 27 citations

A comparison of iterative methods for obtaining maximum likelihood estimates in contingency tables with a missing diagonal

1977 • 21 citations

THE FITTING OF GROUPED TRUNCATED AND GROUPED CENSORED NORMAL DISTRIBUTIONS

1952 • 20 citations

Block Designs and Missing Data

1971 • 17 citations

Nonorthogonal Analysis of Variance Using Iterative Improvement and Balanced Residuals

1974 • 15 citations

Über eine Kontingenztafel mit fehlenden Daten

1960 • 14 citations

A Remark on the Optimal Regression Designs with Previous Observations of Covey-Crump and Silvey

1971 • 13 citations

Improved Algorithm for theW-Transform in Variance Component Estimation

1976 • 10 citations

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems: Rejoinder

1977 • 9 citations

Missing values in multivariate statistical analysis

1974 • 7 citations

Maximum Likelihood Estimation from Linear Combinations of Discrete Probability Functions

1973 • 6 citations

227. Note: Equivalence of Maximum Likelihood and the Method of Moments in Probit Analysis

1967 • 4 citations