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

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ISBN-10: 1118356330

ISBN-13: 9781118356333

Edition: 2nd 2014

Authors: Dhammika Amaratunga, Javier Cabrera, Ziv Shkedy

List price: $182.95
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This new edition answers the need for a comprehensive, cutting–edge overview of this important and emerging field—effectively outlining all phases of this revolutionary analytical technique, from preprocessing to the analysis stage. Featuring new information on interpretation of findings, class prediction, ABC clustering, limma for mixed models, biclustering, mass spectrometry, tracking Spearman correlations, and more, this “extremely well written” ( Journal of Environmental Quality ) book is a choice reference for scientists, teachers, and students interested in DNA data analysis.
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Book details

List price: $182.95
Edition: 2nd
Copyright year: 2014
Publisher: John Wiley & Sons, Incorporated
Publication date: 3/7/2014
Binding: Hardcover
Pages: 344
Size: 6.30" wide x 9.50" long x 0.90" tall
Weight: 1.298
Language: English

Dan Lin holds a Ph.D. degree in Biostatistics from Hasselt University, Belgium. She currently works as a researcher at Hasselt University in the area of functional genomics and statistical bioinformatics.  Ziv Shkedy is an associate professor for biostatistics and bioinformatics at Hasselt University, Belgium.  Dr. Shkedy is a co-author of numerous publications applying statistical methods to infectious diseases data, non-clinical experiments in early drug development and the analysis of microarray and gene expression data. Over the last 15 years, Dr. Shkedy has collaborated with European organizations (ECDC, EMCDDA) on many projects relating to infectious diseases and with pharmaceutical…