Concepedia

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 · 644 citations · 15 references

DOI

Concepts

References

15

A new look at the statistical model identification

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

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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

, , +16

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

, , +16

The EM Algorithm and Extensions

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

, , +16

Proceedings of the fifth Berkeley symposium on mathematical statistics and probability.

Ken-Ichi Kojima · Europe PMC (PubMed Central) · 1969 · 3.7K citations · Full text

, , +13