Data Analysis Tools for DNA Microarrays

Name: Data Analysis Tools for DNA Microarrays
Price: 5.7 USD
Availability: InStock
ISBN: 9781584883159

ISBN-10: 1584883154

ISBN-13: 9781584883159

Edition: 2003

Authors: Sorin Draghici, Alexander Kuklin

List price: $98.95

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Description:

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…

Book details

List price: $98.95
Copyright year: 2003
Publisher: CRC Press LLC
Publication date: 6/4/2003
Binding: Hardcover
Pages: 552
Size: 6.25" wide x 9.25" long x 1.25" tall
Weight: 2.332
Language: English



Introduction


Microarrays


Image Processing


Elements of Statistics


Statistical Hypothesis Testing


Classical Approaches to Data Analysis


Analysis of Variance-ANOVA. Experiment Design


Multiple Comparisons


Analysis and Visualization Tools


Cluster Analysis


Data Pre-Processing and Normalization


Methods for Selecting Differentially Regulated Genes


Functional Analysis and Biological Interpretation of Microarray Data


Focused Microarrays--Comparison and Selection


Commercial The