Coverart for item
The Resource Biological sequence analysis : probabilistic models of proteins and nucleic acids, Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison

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

Label
Biological sequence analysis : probabilistic models of proteins and nucleic acids
Title
Biological sequence analysis
Title remainder
probabilistic models of proteins and nucleic acids
Statement of responsibility
Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison
Contributor
Author
Subject
Genre
Language
eng
Summary
  • Presents up-to-date computer methods for analysing DNA, RNA and protein sequences
  • 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
Cataloging source
N$T
Dewey number
572.8/633
Illustrations
illustrations
Index
index present
LC call number
QP620
LC item number
.B576 1998eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
  • 1998 I-162
  • QU 58
NLM item number
B61533 1998
http://library.link/vocab/relatedWorkOrContributorName
Durbin, Richard
http://library.link/vocab/subjectName
  • Nucleotide sequence
  • Amino acid sequence
  • Numerical analysis
  • Probabilities
  • Markov processes
  • Nucleotide sequence
  • Amino acid sequence
  • Base Sequence
  • Amino Acid Sequence
  • Probability
  • Sequence Analysis
  • Bioinformatics
  • Proteins
  • Amino acids
  • Nucleic acids
  • Nucleotide sequence
  • Phylogeny
  • Statistical methods
  • SCIENCE
  • Amino acid sequence
  • Amino acid sequence
  • Markov processes
  • Nucleotide sequence
  • Nucleotide sequence
  • Numerical analysis
  • Probabilities
  • Probabilités
  • Génétique moléculaire
  • Séquençage des acides nucléiques
  • Bioinformatique
  • Séquence nucléotidique
  • Séquençage des acides aminés
  • Aminosyresekvenser
  • Nukleotidsekvenser
Label
Biological sequence analysis : probabilistic models of proteins and nucleic acids, Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 326-344) and indexes
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
593254083
Dimensions
unknown
Extent
1 online resource (xi, 356 pages)
Form of item
online
Isbn
9780511790492
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)593254083
Label
Biological sequence analysis : probabilistic models of proteins and nucleic acids, Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 326-344) and indexes
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
593254083
Dimensions
unknown
Extent
1 online resource (xi, 356 pages)
Form of item
online
Isbn
9780511790492
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)593254083

Library Locations

    • Thomas Jefferson LibraryBorrow it
      1 University Blvd, St. Louis, MO, 63121, US
      38.710138 -90.311107
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