Broschiertes Buch

Bayesian Modeling in Bioinformatics

Beschreibung

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.

Autor

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.

Produktdetails

• Verlag: Chapman and Hall/CRC
• Seitenzahl: 468
• Erscheinungstermin: 17. Oktober 2019
• Englisch
• Abmessung: 234mm x 156mm x 25mm
• Gewicht: 705g
• ISBN-13: 9780367383657
• ISBN-10: 0367383659
• Artikelnr.: 58058766