Methods of Microarray Data Analysis III

Papers from CAMDA ‘02

Editors: Johnson, Kimberly F., Lin, Simon M. (Eds.)

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About this Textbook

As microarray technology has matured, data analysis methods have advanced as well. Methods Of Microarray Data Analysis III is the third book in this pioneering series dedicated to the existing new field of microarrays. While initial techniques focused on classification exercises (volume I of this series), and later on pattern extraction (volume II of this series), this volume focuses on data quality issues. Problems such as background noise determination, analysis of variance, and errors in data handling are highlighted.

Three tutorial papers are presented to assist with a basic understanding of underlying principles in microarray data analysis, and twelve new papers are highlighted analyzing the same CAMDA'02 datasets: the Project Normal data set or the Affymetrix Latin Square data set. A comparative study of these analytical methodologies brings to light problems, solutions and new ideas. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state of art of microarray data analysis.

About the authors

Kimberly F. Johnson is Director of Duke Cancer Center Information Systems and Director of Duke Bioinformatics Shared Resource, Duke University Medical Center. Simon M. Lin is Manager of Duke Bioinformatics Shared Resource, Duke University Medical Center.

Table of contents (16 chapters)

  • Introduction

    Pages 1-1

  • The Biology behind Gene Expression: A Basic Tutorial

    Ochs, Michael F. (et al.)

    Pages 9-24

  • Monitoring the Quality of Microarray Experiments

    Coombes, Kevin R. (et al.)

    Pages 25-40

  • Outliers in Microarray Data Analysis

    Pearson, Ronald K. (et al.)

    Pages 41-55

  • Organ-Specific Differences in Gene Expression and Unigene Annotations Describing Source Material

    Stivers, David N. (et al.)

    Pages 59-72

Buy this book

eBook $79.99
price for USA (gross)
  • ISBN 978-0-306-48354-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $109.00
price for USA
  • ISBN 978-1-4020-7582-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $109.00
price for USA
  • ISBN 978-1-4757-8504-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Methods of Microarray Data Analysis III
Book Subtitle
Papers from CAMDA ‘02
Editors
  • Kimberly F. Johnson
  • Simon M. Lin
Copyright
2003
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-0-306-48354-7
DOI
10.1007/b105346
Hardcover ISBN
978-1-4020-7582-7
Softcover ISBN
978-1-4757-8504-3
Edition Number
1
Number of Pages
XI, 252
Number of Illustrations and Tables
52 b/w illustrations, 1 illustrations in colour
Topics