Data Analysis Tools for DNA Microarrays (Chapman & Hall/CRC Mathematical and Computational Biology)
Language: English
Published by Chapman and Hall/CRC, 2003
- First Edition
- Softcover
- Used
Seller: The Good Books Store, chicago, IL, U.S.A.The Good Books Store
AbeBooks seller since February 28, 2020
Condition: Used - Very good
£ 34.78
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1st printing, Contains Two (2) companion cd's.
Seller Inventory # 2138206033
- Title
- Data Analysis Tools for DNA Microarrays (Chapman & Hall/CRC Mathematical and Computational Biology)
- Author
- Drăghici, Sorin
- Publisher
- Chapman and Hall/CRC
- Publication year
- 2003
- Condition
- Very Good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1584883154
- ISBN 13
- 9781584883159
- Edition
- 1st Edition
- Printing
- 1st Printing
Richly illustrated in color, Statistics and Data Analysis for Microarrays Using R and Bioconductor, Second Edition provides a clear and rigorous description of powerful analysis techniques and algorithms for mining and interpreting biological information. Omitting tedious details, heavy formalisms, and cryptic notations, the text takes a hands-on, example-based approach that teaches students the basics of R and microarray technology as well as how to choose and apply the proper data analysis tool to specific problems.
New to the Second EditionCompletely updated and double the size of its predecessor, this timely second edition replaces the commercial software with the open source R and Bioconductor environments. Fourteen new chapters cover such topics as the basic mechanisms of the cell, reliability and reproducibility issues in DNA microarrays, basic statistics and linear models in R, experiment design, multiple comparisons, quality control, data pre-processing and normalization, Gene Ontology analysis, pathway analysis, and machine learning techniques. Methods are illustrated with toy examples and real data and the R code for all routines is available on an accompanying downloadable resource.
With all the necessary prerequisites included, this best-selling book guides students from very basic notions to advanced analysis techniques in R and Bioconductor. The first half of the text presents an overview of microarrays and the statistical elements that form the building blocks of any data analysis. The second half introduces the techniques most commonly used in the analysis of microarray data.
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The Good Books Store
chicago, IL, U.S.A.
AbeBooks seller since February 28, 2020
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