Flexible mixture modelling using the multivariate skew-t-normal distribution

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

The EM Algorithm and Extensions

Debashis Kushary, Geoffrey J. McLachlan, Thriyambakam Krishnan · Technometrics · 1998 · 5.1K citations

Natural Sciences, Biostatistics, Mathematics +16

Model-Based Clustering, Discriminant Analysis, and Density Estimation

Chris Fraley, Adrian E. Raftery · Journal of the American Statistical Association · 2002 · 4.3K citations

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Statistical Analysis of Finite Mixture Distributions.

Bruce G. Lindsay, D. M. Titterington, A. F. M. Smith et al. · Journal of the American Statistical Association · 1987 · 3K citations

Natural Sciences, Biostatistics, Mathematics +14

Mixture Densities, Maximum Likelihood and the EM Algorithm

Richard A. Redner, Homer F. Walker · SIAM Review · 1984 · 2.7K citations

Natural Sciences, Computer Science, Mathematics +17