1 |
Biernacki, C. and Chretien, S. (2003). Degeneracy in the maximum likelihood estimation of univariate gaussian mixtures with EM, Statistics and Probability Letters, 61, 373-382.
DOI
ScienceOn
|
2 |
Celeux, G., Chretien, S., Forbes, F. and Mkhadri, A. (1999). A component-wise EM algorithm for mixtures, Technical Report, Inria 3746, (http://www.inria.fr/RRRT/publications-fra.html).
|
3 |
Celeux, G., Chretien, S., Forbes, F. and Mkhadri, A. (2001). A component-wise EM algorithm for mixtures, Journal of Computational and Graphical Statistics, 10, 697-712.
DOI
ScienceOn
|
4 |
Dempster, A. P., Laird, N. M. and Rubin, D. B. (1977). Maximum likelihood for incomplete data via the EM algorithm, Journal of the Royal Statistical Society, Series B, 39, 1-38.
|
5 |
Fessler, J. A. and Hero, A. O. (1994). Space-alternating generalized expectation-maximization algorithm, IEEE Transactions on Signal Processing, 42, 2664-2677.
DOI
ScienceOn
|
6 |
Liu, C. and Rubin, D. B. (1994). The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence, Biometrika, 81, 633-648.
DOI
ScienceOn
|
7 |
Liu, C. and Sun, D. X. (1997). Acceleration of EM algorithm for mixture models using ECME, Proceedings of the Statistical Computing Section, Alexandria, VA: ASA,, 109-114.
|
8 |
McLachlan, G. J. and Peel, D. (2000). Finite Mixture Models, Hohn Wiley and Sons Ltd., New York.
|
9 |
Meng, X.-L. and Rubin, D. B. (1993). Maximum likelihood estimation via the ECM algorithm: A general framework, Biometrika, 80, 267-278.
DOI
ScienceOn
|
10 |
Pilla, R. S. and Lindsay, B. G. (1996). Alternative EM methods for nonparametric finite mixture models, Biometrika, 88, 535-550.
DOI
ScienceOn
|
11 |
Wang, Y. (2007). On fast computation of the non-parametric maximum likelihood estimate of a mixing distribution, Journal of the Royal Statistical Society, Series B, 69, 185-198.
DOI
ScienceOn
|