Statistical and evolutionary analysis of biological networks /

"This book reviews and explores statistical, mathematical and evolutionary theory and tools in the understanding of biological networks. The book is divided into comprehensive and self-contained chapters, each of which focuses on an important biological network type, explains concepts and theor...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Stumpf, M. P. H. (Michael P. H.), Wiuf, Carsten
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Imperial College Press, ©2010.
Temas:
Biology > Mathematical models.
Computational biology.
Bayesian statistical decision theory.
System analysis.
Graph theory.
Bioinformatics.
Biologie > Modèles mathématiques.
Bio-informatique.
Théorie de la décision bayésienne.
Analyse de systèmes.
systems analysis.
NATURE > Reference.
SCIENCE > Life Sciences > General.
SCIENCE > Life Sciences > Biology.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Network Analysis Primer / Michael P.H. Stumpf and Carsten Wiuf
  • 2. Evolutionary Analysis of Protein Interaction Networks / Carsten Wiuf and Oliver Ratmann
  • 3. Motifs in Biological Networks / Falk Schreiber and Henning Schwobbermeyer
  • 4. Bayesian Analysis of Biological Networks: Clusters, Motifs, Cross-Species Correlations / Johannes Berg and Michael Lassig
  • 5. Network Concepts and Epidemiological Models / Rowland R. Kao and Istvan Z. Kiss
  • 6. Evolutionary Origin and Consequences of Design Properties of Metabolic Networks / Thomas Pfeiffer and Sebastian Bonhoeffer
  • 7. Protein Interactions from an Evolutionary Perspective / Florencio Pazos and Alfoso Valencia
  • 8. Statistical Null Models for Biological Network Analysis / William P. Kelly, Thomas Thorne and Michael P.H. Stumpf.

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