Bayesian modeling in bioinformatics
84,38 €(IVA inc.)
This volume discusses the development and application of Bayesian statisticalmethods for the analysis of high-throughput bioinformatics data arising from problems in molecular and structural biology and disease-related medical research, such as cancer. 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 usingreal-world data, the book covers a variety of recently developed Bayesian techniques, along with applications in genome-wide studies, phylogenetics, breastcancer, expression genomics, and more.
- ISBN: 978-1-4200-7017-0
- Editorial: Chapman & Hall/CRC Statistics and Mathem
- Encuadernacion: Cartoné
- Páginas: 536
- Fecha Publicación: 08/06/2010
- Nº Volúmenes: 1
- Idioma: Inglés