Hidden Markov Models: Methods and Protocols

Hidden Markov Models: Methods and Protocols
ISBN-10
1493967517
ISBN-13
9781493967513
Series
Hidden Markov Models
Category
Science
Pages
292
Language
English
Published
2017-01-08
Publisher
Humana Press
Authors
David R. Westhead, M. S. Vijayabaskar

Description

This volume aims to provide a new perspective on the broader usage of Hidden Markov Models (HMMs) in biology. Hidden Markov Models: Methods and Protocols guides readers through chapters on biological systems; ranging from single biomolecule, cellular level, and to organism level and the use of HMMs in unravelling the complex mechanisms that govern these complex systems. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, Hidden Markov Models: Methods and Protocols aims to demonstrate the impact of HMM in biology and inspire new research.

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