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Книга Bayesian Inference for Gene Expression and Proteomics Kim Anh Do

Bayesian Inference for Gene Expression and Proteomics

Автор: Kim Anh Do
Език: Английски език
Корици: С меки корици
Издател: Cambridge University Press
Наличност: Външен склад
Изпращаме след 9-15 дни
66.94 € 130.92 лв
The interdisciplinary nature of bioinformatics presents a research challenge in integrating concepts...

Информация за книгата

Автор
Kim Anh Do
Език
Английски език
Корици
Книга - С меки корици
Издадена
2012
страници
456
EAN
9781107636989
ISBN
1107636981
Enbook ID
01338554
Издател
Cambridge University Press
Теглоt
572
Размери
140 x 220 x 25

Пълно описание

The interdisciplinary nature of bioinformatics presents a research challenge in integrating concepts, methods, software and multiplatform data. Although there have been rapid developments in new technology and an inundation of statistical methods for addressing other types of high-throughput data, such as proteomic profiles that arise from mass spectrometry experiments. This book discusses the development and application of Bayesian methods in the analysis of high-throughput bioinformatics data that arise from medical, in particular, cancer research, as well as molecular and structural biology. The Bayesian approach has the advantage that evidence can be easily and flexibly incorporated into statistical methods. A basic overview of the biological and technical principles behind multi-platform high-throughput experimentation is followed by expert reviews of Bayesian methodology, tools and software for single group inference, group comparisons, classification and clustering, motif discovery and regulatory networks, and Bayesian networks and gene interactions.

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