Model-based multidimensional clustering of categorical data

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

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

A Simple, Fast, and Accurate Algorithm to Estimate Large Phylogenies by Maximum Likelihood

Stéphane Guindon, Olivier Gascuel · Systematic Biology · 2003 · 17K citations · Full text

Life Sciences, Bioinformatics, Evolutionary Biology +17

Bayesian Network Classifiers

Nir Friedman, Dan Geiger, Moisés Goldszmidt · Machine Learning · 1997 · 4.7K citations · Full text

ANew Look at the Statistical Model Identification

HlROTUGU AKAlKE · 2011 · 4.2K citations

Business, Biostatistics, Statistical Modeling +7