Richard Durbin, Sean Eddy, Anders Krogh, and Graeme Mitchison
Biological Sequence Analysis : Probabilistic Models of Proteins and Nucleic Acids
Cambridge : Cambridge University Press, 1998. xi, 356 p.
  • 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