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Bayesian Modeling in Bioinformatics|Dipak K. Dey

Bayesian Modeling in Bioinformatics

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Overview

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.

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Details

  • ISBN-13: 9781420070170
  • ISBN-10: 1420070177
  • Publisher: CRC Press
  • Publish Date: September 2010
  • Dimensions: 9.3 x 6.2 x 1.1 inches
  • Shipping Weight: 1.76 pounds
  • Page Count: 466

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