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Bayesian Inference for Gene Expression and Proteomics

Name: Bayesian Inference for Gene Expression and Proteomics
Brand: Cambridge University Press
SKU: 9781107636989
Price: 25367 HUF
Availability: InStock

Szerző: Kim Anh Do

Nyelv:

Kötés: Puha kötésű

Kiadó: Cambridge University Press

Elérhetőség: Beszállítói készleten

Küldés 9-15 napon belül

25 367 Ft

The interdisciplinary nature of bioinformatics presents a research challenge in integrating concepts...

Információk a könyvről

Szerző

Kim Anh Do

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2012

oldal

456

EAN

9781107636989

ISBN

1107636981

Enbook ID

01338554

Kiadó

Cambridge University Press

Súly

572

Méretek

140 x 220 x 25

Teljes leírás

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.