Clustering in Linear and Additive Mixed Models.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Heinzl, Felix
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Göttingen : Cuvillier Verlag, 2013.
Temas:
Expectation-maximization algorithms.
Algorithmes EM.
Expectation-maximization algorithms
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Zusammenfassung; Summary; Vorwort und Danksagung; Notation; Contents; 1. Introduction; 2. Dirichlet Processes; 3. Linear Mixed Models with a Group Fused Lasso Penalty; 4. Linear Mixed Models with DPMs using EM Algorithm; 5. Additive Mixed Models with DPMs using MCMC methods; 6. Additive Mixed Models with DPMs using EM Algorithm; 7. Conclusion and Outlook; A. Appendix; References.

Ejemplares similares