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A distributed EM algorithm to estimate the parameters of a finite mixture of components

โœ Scribed by Behrooz Safarinejadian; Mohammad B. Menhaj; Mehdi Karrari


Publisher
Springer-Verlag
Year
2009
Tongue
English
Weight
701 KB
Volume
23
Category
Article
ISSN
0219-1377

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Iterative numerical methods are necessary t o find the maximum likelihood estimates for finite mixture distributions. This paper shows that it will often be possible to analytitally reduce the number of equations that must ultimately be solved numerically. Such a reduction in dimensionality has not