A mixture of mixture models for a classification problem: The unity measure error

Maximum likelihood estimation via the ECM algorithm: A general framework

Xiao‐Li Meng, Donald B. Rubin · Biometrika · 1993 · 1.8K citations

Em Algorithm, Statistical Signal Processing, Density Estimation +13

Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skew<i>t</i>-Distribution

Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2003 · 1.2K citations · Full text

Multivariate Symmetry, Mixture Distribution, Engineering +12

Discriminant Analysis by Gaussian Mixtures

Trevor Hastie, Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 809 citations

Linear Discriminant Analysis, Data Classification, Classification Method +13

Exact Mean Integrated Squared Error

J. S. Marron, M. P. Wand · The Annals of Statistics · 1992 · 756 citations · Full text

Numerical Analysis, Engineering, Measurement +16

Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models

Christophe Biernacki, Gilles Celeux, Gérard Govaert · Computational Statistics & Data Analysis · 2003 · 628 citations

Em Algorithm, Mixture Distribution, Engineering +7