Editors:
In a single reference, the reader can learn about the most up-to-date methods on associating microarray data with a survival endpoint
All papers included in the publication analyze the same data sets
Thus, the audience should benefit from the critical evaluation of various techniques
A reference not only for academic and industrial researchers, but also for core bioinformatics/genomics courses
Includes supplementary material: sn.pub/extras
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Table of contents (18 chapters)
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Front Matter
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Back Matter
About this book
As studies using microarray technology have evolved, so have the data analysis methods used to analyze these experiments. The CAMDA conference plays a role in this evolving field by providing a forum in which investors can analyze the same data sets using different methods. Methods of Microarray Data Analysis IV is the fourth book in this series, and focuses on the important issue of associating array data with a survival endpoint. Previous books in this series focused on classification (Volume I), pattern recognition (Volume II), and quality control issues (Volume III).
In this volume, four lung cancer data sets are the focus of analysis. We highlight three tutorial papers, including one to assist with a basic understanding of lung cancer, a review of survival analysis in the gene expression literature, and a paper on replication. In addition, 14 papers presented at the conference are included. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state of the art of microarray data analysis.
Jennifer Shoemaker is a faculty member in the Department of Biostatistics and Bioinformatics and the Director of the Bioinformatics Unit for the Cancer and Leukemia Group B Statistical Center, Duke University Medical Center. Simon Lin is a faculty member in the Department of Biostatistics and Bioinformatics and the Manager of the Duke Bioinformatics Shared Resource, Duke University Medical Center.
Editors and Affiliations
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Duke Bioinformatics Shared Resource, Duke University Medical Center, Durham, USA
Jennifer S. Shoemaker, Simon M. Lin
Bibliographic Information
Book Title: Methods of Microarray Data Analysis IV
Editors: Jennifer S. Shoemaker, Simon M. Lin
DOI: https://doi.org/10.1007/b100565
Publisher: Springer New York, NY
eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)
Copyright Information: Springer-Verlag US 2005
Hardcover ISBN: 978-0-387-23074-0Published: 29 October 2004
Softcover ISBN: 978-1-4899-8784-6Published: 29 November 2014
eBook ISBN: 978-0-387-23077-1Published: 16 January 2006
Edition Number: 1
Number of Pages: XVI, 256
Topics: Human Genetics, Cancer Research