Statistics for Biological Networks: How to Infer Networks from Data

by Veronica Vinciotti, Ernst Wit, Vilda Purutcuoglu

An introduction to a new paradigm in social, technological, and scientific discourse, this book presents an overview of statistical methods for describing, modeling, and inferring biological networks using genomic and other types of data. It covers a large variety of modern statistical techniques, such as sparse graphical models, state space models, Boolean networks, and hidden Markov models. The authors address gene transcription data, microRNAs,...

• Format: Hardcover
• Language: English
• ISBN: 1439841470
• ISBN13: 9781439841471
• Release Date: January 2025
• Publisher: CRC Press
• Length: 320 Pages