Exploration and Analysis of DNA Microarray and Other High-Dimensional Data【電子書籍】[ Dhammika Amaratunga ]
<p><strong>Praise for the <em>First Edition</em></strong></p> <p><strong>“…extremely well written…a comprehensive and up-to-date overview of this important field.” <em>? Journal of Environmental Quality</em></strong></p> <p>*?*</p> <p><em>Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition</em> provides comprehensive coverage of recent advancements in microarray data analysis. A cutting-edge guide, the <em>Second Edition</em> demonstrates various methodologies for analyzing data in biomedical research and offers an overview of the modern techniques used in microarray technology to study patterns of gene activity.</p> <p>?</p> <p>The new edition answers the need for an efficient outline of all phases of this revolutionary analytical technique, from preprocessing to the analysis stage. Utilizing research and experience from highly-qualified authors in fields of data analysis, <em>Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition</em> features:</p> <p>?</p> <ul> <li>A new chapter on the interpretation of findings that includes a discussion of signatures and material on gene set analysis, including network analysis</li> <li>New topics of coverage including ABC clustering, biclustering, partial least squares, penalized methods, ensemble methods, and enriched ensemble methods</li> <li>Updated exercises to deepen knowledge of the presented material and provide readers with resources for further study</li> </ul> <p>?</p> <p>The book is an ideal reference for scientists in biomedical and genomics research fields who analyze DNA microarrays and protein array data, as well as statisticians and bioinformatics practitioners. <em>Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition</em> is also a useful text for graduate-level courses on statistics, computational biology, and bioinformatics.</p>画面が切り替わりますので、しばらくお待ち下さい。
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