Statistics and Data Analysis for Microarrays Using R and Bioconductor, 2nd Edition free ebook download.

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Statistics and Data Analysis for Microarrays Using R and Bioconductor, 2nd Edition free ebook download

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Biology

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Catalogue

Author(s):	Sorin Draghici

Date:	2012	Format:	PDF	Language:	English	ISBN/ASIN:	1439809755
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	12/16/2019 12:08:41 AM

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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. Completely 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 CD-ROM. 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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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2652935	Book	http://k2s.cc/file/831764086575d...		76.00	stirkout

Tags: Analysis Bioconductor Data Microarrays Statistics Using

Title	Link	Password	Size	Reason

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