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Analyzing Microarray Gene Expression Data

Geoffrey J. McLachlan, Kim-Anh Do, Christophe Ambroise
ISBN: 978-0-471-22616-1
Hardcover
368 pages
August 2004
List Price: US $173.75
Government Price: US $120.28
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Analyzing Microarray Gene Expression Data (0471226165) cover image
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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.

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