Packages for estimating finite mixtures: a review.

The writer examines five software packages that can estimate finite mixtures: BINOMIX, C.A. MAN, and MIX, which specialize in mixture estimation, and BMDP and STATA, the maximum likelihood routines of two statistical packages. She concentrates on numerical issues, specifically the matter of initia...

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Detalles Bibliográficos
Publicado en:American Statistician Vol. 51; pp. 194 - 206
Autor principal: Haughton, Dominique
Formato: Product Evaluation
Publicado: American Statistical Association May 1997
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Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:The writer examines five software packages that can estimate finite mixtures: BINOMIX, C.A. MAN, and MIX, which specialize in mixture estimation, and BMDP and STATA, the maximum likelihood routines of two statistical packages. She concentrates on numerical issues, specifically the matter of initial values for nonlinear estimation, rather than on issues such as user interface because the success or failure of an algorithm to yield a mixture model will probably be the most important issue facing a researcher.