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Methods of Microarray Data Analysis II - Papers from CAMDA '01 (Paperback, Softcover reprint of the original 1st ed. 2002)
Loot Price: R2,912
Discovery Miles 29 120
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Methods of Microarray Data Analysis II - Papers from CAMDA '01 (Paperback, Softcover reprint of the original 1st ed. 2002)
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Microarray technology is a major experimental tool for functional
genomic explorations, and will continue to be a major tool
throughout this decade and beyond. The recent explosion of this
technology threatens to overwhelm the scientific community with
massive quantities of data. Because microarray data analysis is an
emerging field, very few analytical models currently exist. Methods
of Microarray Data Analysis II is the second book in this
pioneering series dedicated to this exciting new field. In a single
reference, readers can learn about the most up-to-date methods,
ranging from data normalization, feature selection, and
discriminative analysis to machine learning techniques. Currently,
there are no standard procedures for the design and analysis of
microarray experiments. Methods of Microarray Data Analysis II
focuses on a single data set, using a different method of analysis
in each chapter. Real examples expose the strengths and weaknesses
of each method for a given situation, aimed at helping readers
choose appropriate protocols and utilize them for their own data
set. In addition, web links are provided to the programs and tools
discussed in several chapters. This book is an excellent reference
not only for academic and industrial researchers, but also for core
bioinformatics/genomics courses in undergraduate and graduate
programs.
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