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Gene regulatory networks

methods and protocols
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Year: [2019]
Publisher: New York, NY, Springer Science+Business Media, LLC, part of Springer Nature
Series: Methods in molecular biology; 1883 , Springer protocols
Media group: Ausleihbestand
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Branch: Hauptstelle Locations: GE-40 332 Status: available Reservations: 0 Due date: Barcode: 00303526 Floor plans: Floor plan Lending note:

Content

This volume explores recent techniques for the computational inference of gene regulatory networks (GRNs). The chapters in this book cover topics such as methods to infer GRNs from time-varying data; the extraction of causal information from biological data; GRN inference from multiple heterogeneous data sets; non-parametric and hybrid statistical methods; the joint inference of differential networks; and mechanistic models of gene regulation dynamics. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, descriptions of recently developed methods for GRN inference, applications of these methods on real and/ or simulated biological data, and step-by-step tutorials on the usage of associated software tools.
 
Cutting-edge and thorough, Gene Regulatory Networks: Methods and Protocols is an essential tool for evaluating the current research needed to further address the common challenges faced by specialists in this field.

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Statement of Responsibility: edited by Guido Sanguinetti, Van Anh Huynh-Thu
Year: [2019]
Publisher: New York, NY, Springer Science+Business Media, LLC, part of Springer Nature
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Classification: Search for this systematic GE-40, GE-30
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ISBN: 9781493988815
ISBN (2nd): 1493988816
Description: xi, 430 Seiten, Illustrationen, Diagramme
Series: Methods in molecular biology; 1883 , Springer protocols
Tags: Genetik Methoden; Molekulare Genetik
Participating parties: Search for this character Sanguinetti, Guido (editor); Huynh-Thu, Van Anh (editor)
Language: Englisch
Original title: Gene regulatory networks
Media group: Ausleihbestand