Biological Sequence Analysis: probabalistic models of proteins and nucleic acids

Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by largescale DNAsequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguisticgrammarbased probabilistic model...

Cur síos iomlán

Sonraí Bibleagrafaíochta
Príomhúdar: Richard Durbin
Formáid: Printed Book
Foilsithe: Cambridge University Press 1998
Ábhair:
Nucleotide sequence > Statistical methods. Amino acid sequence > Statistical methods. Numerical analysis.
Clár Ábhair:
  • Introduction
  • Pairwise sequence alignment
  • Multiple alignments
  • Hidden Markov models
  • Hidden Markov models applied to biological sequences
  • The Chomsky hierarchy of formal grammars
  • RNA and stochastic context-free grammars
  • Phylogenetic trees
  • Phylogeny and alignmen.

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