Exploration and analysis of DNA microarray and other high-dimensional data / Dhammika Amaratunga, Javier Cabrera and Ziv Shkedy.
Material type:
TextSeries: Wiley series in probability and statisticsPublication details: New Jersey : John Wiley, c2014.Edition: 2nd edDescription: xvi, 317 p. : illustrations ; 25 cmISBN: - 9781118356333 (cloth)
- 000SB:572.636 23 Am485
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SB:572.636 Am485 (Browse shelf(Opens below)) | Available | 135817 |
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| 000SB:572.8636 D759 Statistics and data analysis for microarrays using R and bioconductor | 000SB:572.8636 P485 Classification analysis of DNA microarrays / | 000SB:572.865 M254 Bayesian analysis of gene expression data | 000SB:572.636 Am485 Exploration and analysis of DNA microarray and other high-dimensional data / | 000SB:572.8 M234 Some statistical issues pertaining to genome-wide association studies / | 000SB:572.8 Sa158 Introduction to evolutionary genomics / | 000SB:572.80285 D631 Advances in statistical bioinformatics : |
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.
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.
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