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Hidden Markov Models for Bioinformatics

Hidden Markov Models for Bioinformatics PDF Author: T. Koski
Publisher: Springer Science & Business Media
ISBN: 9781402001352
Category : Computers
Languages : en
Pages : 422

Book Description
The purpose of this book is to give a thorough and systematic introduction to probabilistic modeling in bioinformatics. The book contains a mathematically strict and extensive presentation of the kind of probabilistic models that have turned out to be useful in genome analysis. Questions of parametric inference, selection between model families, and various architectures are treated. Several examples are given of known architectures (e.g., profile HMM) used in genome analysis.
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