Description
Draghici's (computer science, Wayne State U.; bioformatics, Karmanos Cancer Institute) text is written for researchers and practitioners with a background in the life sciences who need to use computational tools to analyze data, and for computer scientists and statisticians wanting to use their background to solve problems from biology and medicine. The text describes complex data analysis techniques in simple language for the life scientists, and, for analytical scientists, explains common biological questions, emphasizing specific data analysis issues characteristic of microarray data. The accompanying CD-ROM contains full-feature trial versions of leading software for image and data analysis. Annotation (c) Book News, Inc., Portland, OR (booknews.com)
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Technology today allows the collection of biological information at an unprecedented level of detail and in increasingly vast quantities. To reap real knowledge from the mountains of data produced, however, requires interdisciplinary skills-a background not only in biology but also in computer science and the tools and techniques of data analysis.To help meet the challenges of DNA research, Data Analysis Tools for DNA Microarrays builds the foundation in the statistics and data analysis tools needed by biologists and provides the overview of microarrays needed by computer scientists. It first presents the basics of microarray technology and more importantly, the specific problems the technology poses from the data analysis perspective. It then introduces the fundamentals of statistics and the details of the techniques most commonly used to analyze microarray data. The final chapter focuses on commercial applications with sections exploring various software packages from BioDiscovery, Insightful, SAS, and Spotfire. The book is richly illustrated with more than 230 figures in full color and comes with a CD-ROM containing full-feature trial versions of software for image analysis (ImaGene, BioDiscovery Inc.) and data analysis (GeneSight, BioDiscovery Inc. and S-Plus Array Analyzer, Insightful Inc.).Written in simple language and illustrated in full color, Data Analysis Tools for DNA Microarrays lowers the communication barrier between life scientists and analytical scientists. It prepares those charged with analyzing microarray data to make informed choices about the techniques to use in a given situation and contribute to further advances in the field.
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