Gene Network Inference: Verification of Methods for Systems Genetics Data - Softcover

 
9783662522042: Gene Network Inference: Verification of Methods for Systems Genetics Data
Softcover
ISBN 10: 3662522047 ISBN 13: 9783662522042
Verlag: Springer, 2016

Inhaltsangabe

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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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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Verlag
Springer
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
3662522047
ISBN 13 
9783662522042
Einband
Taschenbuch
Anzahl der Seiten
144
Herausgeber
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Weitere beliebte Ausgaben desselben Titels

9783642451607: Gene Network Inference: Verification of Methods for Systems Genetics Data

Vorgestellte Ausgabe

ISBN 10:  3642451608 ISBN 13:  9783642451607
Verlag: Springer, 2014
Hardcover