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Analysis of Gene Expression Data

Name: Analysis of Gene Expression Data
Brand: Springer-Verlag New York Inc.
SKU: 01384470
Price: 136.09 EUR
Availability: InStock
Author: Giovanni Parmigiani
ISBN: 9780387955773

Methods and Software

Giovanni Parmigiani

Elizabeth S. Garett

Rafael A. Irizarry

Lingua

Inglese

Libro Rigido

Codice Libristo: 01384470

Casa editrice Springer-Verlag New York Inc., aprile 2003

This book presents practical approaches for the analysis of data from gene expression microarrays. E... Descrizione completa

Codice Libristo: 01384470

333 b

136.09 €

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This book presents practical approaches for the analysis of data from gene expression microarrays. Each chapter describes the conceptual and methodological underpinning for a statistical tool and its implementation in software. Methods cover all aspects of statistical analysis of microarrays, from annotation and filtering to clustering and classification. Chapters are written by the developers of the software. All software packages described are free to academic users. The book includes coverage of various packages that are part of the Bioconductor project and several related R tools. §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 analysts without formal quantitative training. Most chapters are directed at microarray data analysts with master-level training in computer science, biostatistics or bioinformatics. A minority of more advanced chapters are intended for doctoral students and researchers.