A new hybrid discriminative/generative model using the full-covariance multivariate generalized Gaussian mixture models

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

Bayes Factors

Robert E. Kass, Adrian E. Raftery · Journal of the American Statistical Association · 1995 · 12.3K citations

Natural Sciences, Behavioral Sciences, Bayesian Biostatistics +11

Modeling by shortest data description

J. Rissanen · Automatica · 1978 · 6K citations

Computing, Computer Science, Algorithms +7

Monte Carlo Statistical Methods

Hoon Kim, Christian P. Robert, George Casella · Technometrics · 2000 · 5.6K citations

Natural Sciences, Biostatistics, Mathematics +13