Bayesian Modeling in Bioinformatics - Couverture rigide

Couverture rigide

ISBN 10 : 1420070177 ISBN 13 : 9781420070170

Editeur : Chapman & Hall/CRC, 2010

Synopsis

This volume discusses the development and application of Bayesian statistical methods for the analysis of high-throughput bioinformatics data arising from problems in molecular and structural biology and disease-related medical research. It presents a broad overview of statistical inference, clustering, and classification problems in two main high-throughput platforms: microarray gene expression and phylogenic analysis. Illustrating concepts using real-world data, the book covers a variety of recently developed Bayesian techniques, along with applications in genome-wide studies, phylogenetics, breast cancer, expression genomics, and more.

A propos du livre

À propos de l?auteur

Dipak K. Dey is a professor and head of the Department of Statistics at the University of Connecticut.

Samiran Ghosh is an assistant professor in the Department of Mathematical Sciences at Indiana University-Purdue University.

Bani K. Mallick is a professor of statistics and director of the Bayesian Bioinformatics Laboratory at Texas A&M University.

Détails de l'édition

• Éditeur: Chapman & Hall/CRC
• Date d'édition: 2010
• Langue: anglais
• ISBN 10: 1420070177
• ISBN 13: 9781420070170
• Reliure: Relié
• Nombre de pages: 466
• Éditeur: Dey Dipak K., Ghosh Samiran, Mallick Bani K.
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible