Gene Network Inference Verification of Methods for Systems Genetics Data /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Fuente, Alberto de la (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Θέματα: Life sciences.; Gene expression.; Bioinformatics.; Systems biology.; Computational biology.; Biological systems.; Life Sciences.; Systems Biology.; Biological Networks, Systems Biology.; Computer Appl. in Life Sciences.; Gene Expression.
• Φυσική περιγραφή: XI, 130 p. 49 illus., 33 illus. in color. online resource.
• ISBN: 9783642451614

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.