Domains of convergence for the EM algorithm: a cautionary tale in a location estimation problem

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

Natural Sciences, Biostatistics, Mathematics +12

Robust Statistics: The Approach Based on Influence Functions

David Ruppert, Frank R. Hampel, Elvezio Ronchetti et al. · Technometrics · 1987 · 3.8K citations

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On the Convergence Properties of the EM Algorithm

Changbao Wu · The Annals of Statistics · 1983 · 3.3K citations · Full text

Computing, Computer Science, Algorithms +16

Journal of the Royal Statistical Society.

The Economic Journal · 1923 · 3.3K citations

Social Sciences, Economics, Statistics +4