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Bayesian Networks in R with Applications in Systems Biology /

Bayesian Networks in R with Applications in Systems Biology introduces the reader to the essential concepts in Bayesian network modeling and inference in conjunction with examples in the open-source statistical environment R. The level of sophistication is gradually increased across the chapters wit...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Nagarajan, Radhakrishnan (Autor), Scutari, Marco (Autor), Lèbre, Sophie (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Use R!, 48
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Bayesian Networks in the Absence of Temporal Information
  • Bayesian Networds in the Presence of Temporal Information
  • Bayesian Network Inference Algorithms
  • Parallel Computing for Bayesian Networks
  • Solutions
  • Index
  • References.