Overview
- Aids scientists in continuing to study microarrays and the most current statistical methods
- Provides step-by-step detail essential for reproducible results
- Contains key notes and implementation advice from the experts
- Includes supplementary material: sn.pub/extras
Part of the book series: Methods in Molecular Biology (MIMB, volume 972)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (12 protocols)
Keywords
About this book
Microarrays for simultaneous measurement of redundancy of RNA species are used in fundamental biology as well as in medical research. Statistically,a microarray may be considered as an observation of very high dimensionality equal to the number of expression levels measured on it. In Statistical Methods for Microarray Data Analysis: Methods and Protocols, expert researchers in the field detail many methods and techniques used to study microarrays, guiding the reader from microarray technology to statistical problems of specific multivariate data analysis. Written in the highly successful Methods in Molecular Biology™ series format, the chapters include the kind of detailed description and implementation advice that is crucial for getting optimal results in the laboratory.
Thorough and intuitive, Statistical Methods for Microarray Data Analysis: Methods and Protocols aids scientists in continuing to study microarrays and the most current statistical methods.
Reviews
“This book covers a broad range of topics, from the normalization of expression levels to the evaluation of experimental noise or the identification of putative networks through either multivariate analysis approach or clustering. … It is therefore appropriate for research students and post-docs as well as lecturers looking for handson examples.” (Irina Ioana Mohorianu, zbMATH 1312.92006, 2015)
Editors and Affiliations
Bibliographic Information
Book Title: Statistical Methods for Microarray Data Analysis
Book Subtitle: Methods and Protocols
Editors: Andrei Y. Yakovlev, Lev Klebanov, Daniel Gaile
Series Title: Methods in Molecular Biology
DOI: https://doi.org/10.1007/978-1-60327-337-4
Publisher: Humana New York, NY
eBook Packages: Springer Protocols
Copyright Information: Springer Science+Business Media New York 2013
Hardcover ISBN: 978-1-60327-336-7Published: 06 February 2013
Softcover ISBN: 978-1-4939-5079-9Published: 23 August 2016
eBook ISBN: 978-1-60327-337-4Published: 11 February 2013
Series ISSN: 1064-3745
Series E-ISSN: 1940-6029
Edition Number: 1
Number of Pages: XI, 212
Topics: Human Genetics, Microarrays