TY  - BOOK
AU  - Amaratunga,Dhammika
AU  - Cabrera,Javier
AU  - Shkedy,Ziv
TI  - Exploration and analysis of DNA microarray and other high-dimensional data
T2  - Wiley series in probability and statistics
SN  - 9781118356333 (cloth)
U1  - 000SB:572.636 23
PY  - 2014///
CY  - New Jersey
PB  - John Wiley
KW  - Protein microarrays
KW  - Statistical methods
N1  - Includes bibliographical references (pages 298-312) and index; 1. A brief introduction--
2. Genomics basics--
3. Microarrays--
4. Processing the scanned image--
5. Preprocessing microarray data--
6. Summarization--
7. Two-group comparative experiments--
8. Model-based inference and experimental design considerations--
9. Analysis of gene sets--
10. Pattern discovery--
11. Class prediction--
12. Protein arrays--
References--
Index
N2  - Praise for the First Edition " ... extremely well written ... a comprehensive and up-to-date overview of this important field."--Journal of Environmental Quality Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition provides comprehensive coverage of recent advancements in microarray data analysis. A cutting-edge guide, the Second Edition demonstrates various methodologies for analyzing data in biomedical research and offers an overview of the modern techniques used in microarray technology to
ER  -