Analyzing Microarray Gene Expression Data

Informationen zum Autor GEOFFREY J. McLACHLAN, PhD, is Professor of Statistics at the University of Queensland, Australia, and the author of four very successful statistical texts. KIM-ANH DO, PhD, is Professor of Biostatistics at the University of Texas MD Anderson Cancer Center in Houston, Texas. CHRISTOPHE AMBROISE, PhD, is Lecturer at the Université de Technologie de Compiègne in France. Klappentext Emphasis on clustering of data of gene tissues* Includes new research findings and activities in molecular biology* Highlights the important general field of bioinformatics and genomics and discusses the impact of microarray analysis on both Zusammenfassung A multi-discipline, hands-on guide to microarray analysis of biological processes Analyzing Microarray Gene Expression Data provides a comprehensive review of available methodologies for the analysis of data derived from the latest DNA microarray technologies. Inhaltsverzeichnis Preface. 1. Microarrays in Gene Expression Studies. 2. Cleaning and Normalization. 3. Some Cluster Analysis Methods. 4. Clustering of Tissue Samples. 5. Screening and Clustering of Genes. 6. Discriminant Analysis. 7. Supervised Classification of Tissue Samples. 8. Linking Microarray Data with Survival Analysis. References. Author Index. Subject Index.

Product details

• Authors: Christop Ambroise, Christophe Ambroise, Christophe (University de Technologie de Compiegne Ambroise, Kim-Anh Do, Kim-Anh (University of Texas Do, Geoffrey McLachlan, Geoffrey J McLachlan, Geoffrey J. (The University of Queensla Mclachlan, Geoffrey J. (The University of Queensland McLachlan
• Publisher: Wiley, John and Sons Ltd
• Languages: English
• Product format: Hardback
• Released: 24.08.2004
• EAN: 9780471226161
• ISBN: 978-0-471-22616-1
• No. of pages: 368
• Series: Wiley Series in Probability and Statistics
• Subject: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics