Erschienen: 14.12.2018 Abbildung von Sanguinetti / Huynh-Thu | Gene Regulatory Networks | 1st ed. 2019 | 2018 | Methods and Protocols | 1883

Sanguinetti / Huynh-Thu

Gene Regulatory Networks

Methods and Protocols

lieferbar (3-5 Tage)

Buch. Hardcover

1st ed. 2019. 2018

xi, 430 S.

Humana. ISBN 978-1-4939-8881-5

Format (B x L): 17,8 x 25,4 cm

Gewicht: 1049 g

Das Werk ist Teil der Reihe: Methods in Molecular Biology; 1883

Produktbeschreibung

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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