A Cautionary Note on Likelihood Ratio Tests in Mixture Models

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 · 49.2K citations

Statistical Signal Processing, Mixture Distribution, Engineering +13

The EM Algorithm and Extensions

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

Em Algorithm, Statistical Signal Processing, Mixture Distribution +14

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 · 2.9K citations

Mixture Distribution, Engineering, Mixture Models +11

Newton—Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data

Mary J. Lindstrom, Douglas M. Bates · Journal of the American Statistical Association · 1988 · 872 citations

The distribution of the likelihood ratio for mixtures of densities from the one-parameter exponential family

Dankmar Böhning, Rainer Schaub, Peter Schlattmann et al. · Annals of the Institute of Statistical Mathematics · 1994 · 254 citations

Mixture Distribution, One-parameter Exponential Family, Engineering +8