Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids

Biological Sequence Analysis Probabilistic Models of Proteins and Nucleic Acids Probablistic models are becoming increasingly important in analyzing the huge amount of data being produced by large scale DNA sequencing efforts such as the Human Genome Project For example hidden M

  • Title: Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids
  • Author: Richard Durbin Sean R Eddy Anders Krogh Graeme Mitchison
  • ISBN: 9780511790492
  • Page: 422
  • Format: ebook
  • Probablistic models are becoming increasingly important in analyzing 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 analyzing biological sequences, linguistic grammar based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionarProbablistic models are becoming increasingly important in analyzing 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 analyzing 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 generally to probabilistic methods of sequence analysis Written by an interdisciplinary team of authors, it is accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time presents the state of the art in this new and important field.

    • Best Read [Richard Durbin Sean R Eddy Anders Krogh Graeme Mitchison] ↠ Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids || [Chick Lit Book] PDF ↠
      422 Richard Durbin Sean R Eddy Anders Krogh Graeme Mitchison
    • thumbnail Title: Best Read [Richard Durbin Sean R Eddy Anders Krogh Graeme Mitchison] ↠ Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids || [Chick Lit Book] PDF ↠
      Posted by:Richard Durbin Sean R Eddy Anders Krogh Graeme Mitchison
      Published :2018-08-04T06:25:06+00:00

    One thought on “Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids”

    1. Perhaps a quite old book, but very relevant for any bioinformatician! Have recently read Gusfields 'algorithms on strings', I think this one is the more relevant text on algorithms for biological sequences. The reason for this is that for working with real-life data a sound probabilistic framework is required! Anyone familiar with the standard machine learning tools will likely see how to link these methods and how to apply them for building classifiers for example. The introduction on dynamics [...]

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