The Analysis of Gene Expression Data

Name: The Analysis of Gene Expression Data
SKU: 21699540
Price: 416.99 AUD
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Methods and Software

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Paperback / softback

Series:

Statistics for Biology and Health

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Description

Thedevelopmentoftechnologiesforhigh–throughputmeasurementofgene expression in biological system is providing powerful new tools for inv- tigating the transcriptome on a genomic scale, and across diverse biol- ical systems and experimental designs. This technological transformation is generating an increasing demand for data analysis in biological inv- tigations of gene expression. This book focuses on data analysis of gene expression microarrays. The goal is to provide guidance to practitioners in deciding which statistical approaches and packages may be indicated for their projects, in choosing among the various options provided by those packages, and in correctly interpreting the results. The book is a collection of chapters written by authors of statistical so- ware for microarray data analysis. Each chapter describes the conceptual and methodological underpinning of data analysis tools as well as their software implementation, and will enable readers to both understand and implement an analysis approach. Methods touch on all aspects of statis- cal analysis of microarrays, from annotation and ?ltering to clustering and classi?cation. All software packages described are free to academic users. The materials presented cover a range of software tools designed for varied audiences. Some chapters describe simple menu-driven software in a user-friendly fashion and are designed to be accessible to microarray data analystswithoutformalquantitativetraining.Mostchaptersaredirectedat microarray data analysts with master’s-level training in computer science, biostatistics, or bioinformatics. A minority of more advanced chapters are intended for doctoral students and researchers.

Release date Australia

May 5th, 2013

Audience

Professional & Vocational

Contributors

Edited by Elizabeth S. Garett
Edited by Giovanni Parmigiani
Edited by Rafael A. Irizarry
Edited by Scott L. Zeger

Edition

Softcover reprint of the original 1st ed. 2003

Illustrations

46 Illustrations, color; 49 Illustrations, black and white; XIX, 456 p. 95 illus., 46 illus. in color.

Pages

456

Series

Statistics for Biology and Health

Dimensions

155x235x27

ISBN-13

9781475781243

Product ID

21699540

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The Analysis of Gene Expression Data

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