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Alternative implementations of Monte Carlo EM algorithms for likelihood inferences

Two methods of computing Monte Carlo estimators of variance components using restricted maximum likelihood via the expectation-maximisation algorithm are reviewed. A third approach is suggested and the performance of the methods is compared using simulated data.

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Detalles Bibliográficos
Main Authors: García-Cortés, Louis Alberto, Sorensen, Daniel
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2001
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC2705416/
https://ncbi.nlm.nih.gov/pubmed/11559486
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1297-9686-33-4-443
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