Methods of Microarray Data Analysis II

Name: Methods of Microarray Data Analysis II
Brand: Springer-Verlag New York Inc.
SKU: 9781475788310
Price: 99.76 EUR
Availability: InStock

Papers from CAMDA '01

Autor: Simon M. Lin, Kimberly F. Johnson

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag New York Inc.

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Microarray technology is a major experimental tool for functional genomic explorations, and will con...

Informácie o knihe

Autor

Simon M. Lin, Kimberly F. Johnson

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2013

Stránok

214

EAN

9781475788310

ISBN

1475788312

Enbook ID

02181826

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

361

Rozmery

155 x 235 x 235

Kompletný popis

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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Methods of Microarray Data Analysis II

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