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Methods of Microarray Data Analysis III - Papers from CAMDA '02 (Paperback, Softcover reprint of the original 1st ed. 2004)
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Methods of Microarray Data Analysis III - Papers from CAMDA '02 (Paperback, Softcover reprint of the original 1st ed. 2004)
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As microarray technology has matured, data analysis methods have
advanced as well. Methods Of Microarray Data Analysis III is the
third book in this pioneering series dedicated to the existing new
field of microarrays. While initial techniques focused on
classification exercises (volume I of this series), and later on
pattern extraction (volume II of this series), this volume focuses
on data quality issues. Problems such as background noise
determination, analysis of variance, and errors in data handling
are highlighted. Three tutorial papers are presented to assist with
a basic understanding of underlying principles in microarray data
analysis, and twelve new papers are highlighted analyzing the same
CAMDA'02 datasets: the Project Normal data set or the Affymetrix
Latin Square data set. A comparative study of these analytical
methodologies brings to light problems, solutions and new ideas.
This book is an excellent reference for academic and industrial
researchers who want to keep abreast of the state of art of
microarray data analysis.
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