Humana Gene Regulatory Networks: Methods and Protocols 1883

This volume in the Methods in Molecular Biology series provides a deep look into recent techniques for the computational inference of gene regulatory networks (GRNs). Designed for researchers and scientists, the text explores how to infer GRNs from time-varying data and extract causal information from biological data sets. Readers will find detailed information on GRN inference from multiple heterogeneous data sets, as well as non-parametric and hybrid statistical methods. The book also covers the joint inference of differential networks and mechanistic models of gene regulation dynamics. Following the established format of the series, each chapter includes an introduction to its respective topic, making it a valuable resource for anyone working with complex biological data and computational modeling.