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Design and Analysis of DNA Microarray Investigations

2006-05-09 Medical
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Release : 2006-05-09
Genre : Medical
Kind : eBook
Book Rating : 661/5 ( reviews)

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Book Synopsis Design and Analysis of DNA Microarray Investigations by : Richard M. Simon

Download or read book Design and Analysis of DNA Microarray Investigations written by Richard M. Simon. This book was released on 2006-05-09. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of gene expression profile data from DNA micorarray studies are discussed in this book. It provides a review of available methods and presents it in a manner that is intelligible to biologists. It offers an understanding of the design and analysis of experiments utilizing microarrays to benefit scientists. It includes an Appendix tutorial on the use of BRB-ArrayTools and step by step analyses of several major datasets using this software which is available from the National Cancer Institute.

Design and Analysis of DNA Microarray Investigations

2014-01-15
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Release : 2014-01-15
Genre :
Kind : eBook
Book Rating : 106/5 ( reviews)

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Book Synopsis Design and Analysis of DNA Microarray Investigations by : Richard M. Simon

Download or read book Design and Analysis of DNA Microarray Investigations written by Richard M. Simon. This book was released on 2014-01-15. Available in PDF, EPUB and Kindle. Book excerpt:

DNA Microarrays and Related Genomics Techniques

2005-11-14 Mathematics
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Release : 2005-11-14
Genre : Mathematics
Kind : eBook
Book Rating : 790/5 ( reviews)

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Book Synopsis DNA Microarrays and Related Genomics Techniques by : David B. Allison

Download or read book DNA Microarrays and Related Genomics Techniques written by David B. Allison. This book was released on 2005-11-14. Available in PDF, EPUB and Kindle. Book excerpt: Considered highly exotic tools as recently as the late 1990s, microarrays are now ubiquitous in biological research. Traditional statistical approaches to design and analysis were not developed to handle the high-dimensional, small sample problems posed by microarrays. In just a few short years the number of statistical papers providing approaches

Exploration and Analysis of DNA Microarray and Other High-Dimensional Data

2014-01-27 Mathematics
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Release : 2014-01-27
Genre : Mathematics
Kind : eBook
Book Rating : 52X/5 ( reviews)

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Book Synopsis Exploration and Analysis of DNA Microarray and Other High-Dimensional Data by : Dhammika Amaratunga

Download or read book Exploration and Analysis of DNA Microarray and Other High-Dimensional Data written by Dhammika Amaratunga. This book was released on 2014-01-27. Available in PDF, EPUB and Kindle. Book excerpt: 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 study patterns of gene activity. 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, Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition features: A new chapter on the interpretation of findings that includes a discussion of signatures and material on gene set analysis, including network analysis New topics of coverage including ABC clustering, biclustering, partial least squares, penalized methods, ensemble methods, and enriched ensemble methods Updated exercises to deepen knowledge of the presented material and provide readers with resources for further study 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. Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition is also a useful text for graduate-level courses on statistics, computational biology, and bioinformatics.

Guide to Analysis of DNA Microarray Data

2005-03-04 Science
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Release : 2005-03-04
Genre : Science
Kind : eBook
Book Rating : 26X/5 ( reviews)

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Book Synopsis Guide to Analysis of DNA Microarray Data by : Steen Knudsen

Download or read book Guide to Analysis of DNA Microarray Data written by Steen Knudsen. This book was released on 2005-03-04. Available in PDF, EPUB and Kindle. Book excerpt: Written for biologists and medical researchers who don't have any special training in data analysis and statistics, Guide to Analysis of DNA Microarray Data, Second Edition begins where DNA array equipment leaves off: the image produced by the microarray. The text deals with the questions that arise starting at this point, providing an introduction to microarray technology, then moving on to image analysis, data analysis, cluster analysis, and beyond. With all chapters rewritten, updated, and expanded to include the latest generation of technology and methods, Guide to Analysis of DNA Microarray Data, Second Edition offers practitioners reliable information using concrete examples and a clear, comprehensible style. This Second Edition features entirely new chapters on: * Image analysis * Experiment design * Automated analysis, integrated analysis, and systems biology * Interpretation of results Intended for readers seeking practical applications, this text covers a broad spectrum of proven approaches in this rapidly growing technology. Additional features include further reading suggestions for each chapter, as well as a thorough review of available analysis software.

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