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Exploratory Data Analysis

  • In bioinformatics the term exploratory data analysis refers to different methods to get an overview of large biological data sets. Hence, it helps to create a framework for further analysis and hypothesis testing. The workflow facilitates this first important step of the data analysis created by high-throughput technologies. The results are different plots showing the structure of the measurements. The goal of the workflow is the automatization of the exploratory data analysis, but also the flexibility should be guaranteed. The basic tool is the free software R.

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Author details:Janine Vierheller
ISBN:978-3-662-45005-5
ISSN:1865-0929
Title of parent work (English):Process Design for Natural Scientists: an agile model-driven approach
Publisher:Axel Springer Verlag
Place of publishing:Berlin
Editor(s):Anna-Lena Lambrecht, Tiziana Margaria
Publication type:Article
Language:English
Year of first publication:2014
Publication year:2014
Publishing institution:Universität Potsdam
Release date:2016/06/29
Issue:500
First page:110
Last Page:126
Organizational units:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Informatik und Computational Science
DDC classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
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