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Bayesian Modeling in Bioinformatics
Paperback
Series: Chapman & Hall/CRC Biostatistics, Book 34
BiologyGeneral ScienceProbability & Statistics
ISBN13: 9780367383657
Publisher: Crc Pr Inc
Published: Oct 17 2019
Pages: 466
Weight: 1.35
Height: 1.10 Width: 6.00 Depth: 9.10
Language: English
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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