Statistics for Biological Networks: How to Infer Networks from Data

by Veronica Vinciotti, Ernst Wit, Vilda Purutcuoglu

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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 2026

Publisher:CRC Press

Length:320 Pages

Related Subjects

Math Mathematics Science Science & Math Science & Scientists Science & Technology

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Statistics for Biological Networks: How to Infer Networks from Data

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