B7183
Sigma
Biologist’s Guide to Analysis of DNA Microarray Data
| ISBN-10: | 0-471-22490-1 |
| ISBN-13: | 978-0-471-22490-7 |
Description
| General description | This is the first authoritative text to focus on microarray analysis (as opposed to technology) in diverse biological and medical applications. Written for biologists without special training in data analysis and statistics, the Guide takes over where the image analysis software that accompanies DNA array equipment typically leaves off-with a file of signal intensities and fold changes compared to a control. The broad spectrum of established analysis approaches is covered, including cluster analysis, function prediction, and principal component analysis. A thorough, critical review of software programs is presented. |
Properties
| publication info | S. Knudsen, John Wiley & Sons, 2002, 144 pp., soft cover |
Table Of Contents
| Table of Contents | 1. Introduction. 2. Overview of Data Analysis. 3. Basic Data Analysis. 4. Visualization by Reduction of Dimensionality. 5. Cluster Analysis of Expression Data. 6. Beyond Cluster Analysis. 7. Molecular Classifiers. 8. Selection of Genes for Spotting on Arrays. 9. Limitations of Expression Analysis. 10. Genotyping Chips. 11. Software Issues and Data Formats. 12. Commerial Software Packages. 13. Bibliography. |
Related Products
| Replaced by | Z702544, Guide to Analysis of DNA Microarray Data, 2nd ed. |
