Clustering in Linear and Additive Mixed Models.

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Heinzl, Felix
Format: Electronic eBook
Language:Inglés
Published: Göttingen : Cuvillier Verlag, 2013.
Subjects:
Expectation-maximization algorithms.
Algorithmes EM.
Expectation-maximization algorithms
Online Access:Texto completo
Table of Contents:
  • 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.

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