Bioconductor Case Studies

This book PDF is perfect for those who love Science genre, written by Florian Hahne and published by Springer Science & Business Media which was released on 09 June 2010 with total hardcover pages 284. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Bioconductor Case Studies books below.

Bioconductor Case Studies
Bioconductor Case Studies
Author : Florian Hahne
File Size : 55,6 Mb
Publisher : Springer Science & Business Media
Language : English
Release Date : 09 June 2010
ISBN : 9780387772400
Pages : 284 pages
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Bioconductor Case Studies by Florian Hahne Book PDF Summary

Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Topics covered include: (1) import and preprocessing of data from various sources; (2) statistical modeling of differential gene expression; (3) biological metadata; (4) application of graphs and graph rendering; (5) machine learning for clustering and classification problems; (6) gene set enrichment analysis. Each chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table.

Bioconductor Case Studies

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Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray

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The Affymetrix GeneChip® system is one of the most widely adapted microarray platforms. However, due to the overwhelming amount of information available, many Affymetrix users tend to stick to the default analysis settings and may end up drawing sub-optimal conclusions. Written by a molecular biologist and a biostatistician with a

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