A criterion for model selection in the presence of incomplete data based on Kullback's symmetric divergence

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 49.6K citations · Full text

Parameter Estimation, Engineering, Parameter Identification +16

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

On Information and Sufficiency

S. Kullback, R. A. Leibler · The Annals of Mathematical Statistics · 1951 · 19.5K citations · Full text

Engineering, Information Theory, Data Science +4

Modeling by shortest data description

J. Rissanen · Automatica · 1978 · 5.9K citations

Data Representation, Computational Science, Engineering +10

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