عنوان

Biological sequence analysis :

(Number (ISBN

0511336438

(Number (ISBN

0511337086

(Number (ISBN

0511648715

(Number (ISBN

051179049X

(Number (ISBN

9780511336430

(Number (ISBN

9780511337086

(Number (ISBN

9780511648717

(Number (ISBN

9780511790492

Erroneous ISBN

0521620414

Erroneous ISBN

0521629713

Erroneous ISBN

9780521620413

Erroneous ISBN

9780521629713

Number

b737189

Title Proper

Biological sequence analysis :

General Material Designation

[Book]

Other Title Information

probabilistic models of proteins and nucleic acids /

First Statement of Responsibility

Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison.

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Cambridge University Press,

Date of Publication, Distribution, etc.

1998.

Date of Publication, Distribution, etc.

©1998

Specific Material Designation and Extent of Item

1 online resource (xi, 356 pages) :

Other Physical Details

illustrations

Text of Note

Includes bibliographical references (pages 326-344) and indexes.

Text of Note

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.

0

Text of Note

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

Text of Note

Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring phylogenies of sequences from different organisms. This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis. Written by an interdisciplinary team of authors, it aims to be accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time present the state-of-the-art in this new and highly important field.

Title

Biological sequence analysis.

International Standard Book Number

9780521629713

Amino acid sequence-- Data processing.

Amino acid sequence-- Statistical methods.

Markov processes.

Nucleotide sequence-- Data processing.

Nucleotide sequence-- Statistical methods.

Numerical analysis.

Probabilities.

Amino Acid Sequence.

Base Sequence.

Probability.

Sequence Analysis-- methods.

Analyse numérique.

Probabilités.

Séquence des acides aminés-- Méthodes statistiques.

Séquence nucléotidique-- Méthodes statistiques.

Amino acid sequence-- Data processing.

Amino acid sequence-- Statistical methods.

Amino acids.

Aminosyresekvenser-- Statistiske metoder.

Bioinformatics.

Bioinformatique.

Génétique moléculaire.

Markov processes.

Nucleic acids.

Nucleotide sequence-- Data processing.

Nucleotide sequence-- Statistical methods.

Nucleotide sequence.

Nukleotidsekvenser-- Statistiske metoder.

Numerical analysis.

Phylogeny.

Probabilités.

Probabilities.

Proteins.

SCIENCE-- Life Sciences-- Genetics & Genomics.

Séquençage des acides aminés-- Méthodes statistiques.

Séquençage des acides nucléiques-- Logiciels.

Séquence nucléotidique-- Méthodes statistiques.

Statistical methods.

SCI-- 029000

Number

577.112.5:519.2

Number

577.212.3:519.2

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Durbin, Richard

Date of Transaction

20201203215540.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y