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Biological sequence analysis : probabilistic models of proteins and nucleic acids / Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison.

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Presents up-to-date computer methods for analysing DNA, RNA and protein sequences.

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Bibliographic Details
Online Access:	Full Text (via Cambridge)
Main Author:	Durbin, Richard (Author)
Format:	Electronic eBook
Language:	English
Published:	Cambridge, UK ; New York : Cambridge University Press, 1998.
Subjects:	Nucleotide sequence > Statistical methods. Amino acid sequence > Statistical methods. Numerical analysis. Probabilities. Markov processes. Nucleotide sequence > Data processing. Amino acid sequence > Data processing. Amino acid sequence. Amino acid sequence Amino acid sequence > Data processing Amino acid sequence > Statistical methods Markov processes Nucleotide sequence > Data processing Nucleotide sequence > Statistical methods Numerical analysis Probabilities

Table of Contents:

Introduction
Pairwise alignment
Markov chains and hidden Markov models
Pairwise alignment using HMMs
Profile HMMs for sequence families
Multiple sequence alignment methods
Building phylogenetic trees
Probabilistic approaches to phylogeny
Transformational grammars
RNA structure analysis
Background on probability.