Design and Analysis of DNA Microarray Investigations

• Main Authors: Simon, Richard M. (Author), Korn, Edward L. (Author), McShane, Lisa M. (Author), Radmacher, Michael D. (Author), Wright, George W. (Author), Zhao, Yingdong (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2003.
• Series: Statistics for Biology and Health,
• Subjects: Medicine.; Cancer research.; Molecular biology.; Pharmacology.; Health informatics.; Bioinformatics.; Statistics.; Biomedicine.; Cancer Research.; Statistics for Life Sciences, Medicine, Health Sciences.; Molecular Medicine.; Pharmacology/Toxicology.; Health Informatics.

This book is targeted to biologists with limited statistical background and to statisticians and computer scientists interested in being effective collaborators on multi-disciplinary DNA microarray projects. State-of-the-art analysis methods are presented with minimal mathematical notation and a foc...

Table of Contents:

• DNA Microarray Technology
• Design of DNA Microarray Experiments
• Image Analysis
• Quality Control
• Array Normalization
• Class Comparison
• Class Prediction
• Class Discovery.