Can I read Statistics and Data Analysis for Microarrays Using R and Bioconductor: Edition 2 on EtoBox?

Statistics and Data Analysis for Microarrays Using R and Bioconductor: Edition 2 by Sorin Dräghici is a book available to read on EtoBox.

What is Statistics and Data Analysis for Microarrays Using R and Bioconductor: Edition 2 about?

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 downloadab

Author

Sorin Dräghici

Publisher

Taylor & Francis Group

Published

2012

Language

EN