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9781420070170

Bayesian Modeling in Bioinformatics

by ;
  • ISBN13:

    9781420070170

  • ISBN10:

    1420070177

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2010-09-03
  • Publisher: Chapman & Hall/

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Summary

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, 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 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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