Gene Network Inference

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160,49 

Verification of Methods for Systems Genetics Data

ISBN: 3662522047
ISBN 13: 9783662522042
Herausgeber: Alberto Fuente
Verlag: Springer Verlag GmbH
Umfang: xi, 130 S., 16 s/w Illustr., 33 farbige Illustr., 130 p. 49 illus., 33 illus. in color.
Erscheinungsdatum: 27.08.2016
Auflage: 1/2016
Produktform: Kartoniert
Einband: Kartoniert

Describes and evaluates recent methods for System Genetics data analysisCritically evaluates various algorithms used to analyze Systems Genetics dataPut together in a community effort by the experts in the fieldIncludes supplementary material: sn.pub/extras

Artikelnummer: 9785888 Kategorie:

Beschreibung

This book presents recent methods for Systems Genetics (SG) data analysis, applying them to a suite of simulated SG benchmark datasets. Each of the chapter authors received the same datasets to evaluate the performance of their method to better understand which algorithms are most useful for obtaining reliable models from SG datasets. The knowledge gained from this benchmarking study will ultimately allow these algorithms to be used with confidence for SG studies e.g. of complex human diseases or food crop improvement. The book is primarily intended for researchers with a background in the life sciences, not for computer scientists or statisticians.

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E-Mail: juergen.hartmann@springer.com

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