Microarray Bioinformatics
2019 ed.
Book Details
Format
Hardback or Cased Book
Book Series
Methods in Molecular Biology
ISBN-10
1493994417
ISBN-13
9781493994410
Edition
2019 ed.
Publisher
Humana Press Inc.
Imprint
Humana Press Inc.
Country of Manufacture
GB
Country of Publication
GB
Publication Date
May 22nd, 2019
Print length
299 Pages
Product Classification:
Biology, life sciencesGenetics (non-medical)Computer science
Ksh 36,000.00
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This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis.
This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis. Featuring perspectives from biology, computer science, and statistics, the volume explores machine learning methods such as clustering, feature selection, classification, data normalization, and missing value imputation, as well as the statistical analysis of the data and the most popular computer tools to analyze microarray data. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detailed implementation advice that will aid researchers in getting successful results.
Cutting-edge and authoritative, Microarray Bioinformatics serves as an ideal guide for researchers and graduate students in bioinformatics, with basic knowledge in biology and computer science, and with a view to work with microarray datasets.
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