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Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids.

Durbin, Richard ; Eddy, Sean

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ISBN 10: 0521620414 / ISBN 13: 9780521620413
Verlag: Cambridge University Press, Cambridge University Press, 1998
Gebraucht Zustand: Very Good Hardcover
Verkäufer Plurabelle Books Ltd (Cambridge, Vereinigtes Königreich)

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Bibliografische Details

Titel: Biological Sequence Analysis: Probabilistic ...

Verlag: Cambridge University Press, Cambridge University Press

Erscheinungsdatum: 1998

Einband: Hardcover

Zustand:Very Good

Über diesen Titel

Inhaltsangabe:

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 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 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.

Book Description:

Probabilistic methods are assuming greater significance in the analysis of nucleotide sequence data. This book provides the first unified, up-to-date and self-contained account of such methods, and more generally of probabilistic methods of sequence analysis, presented in a Bayesian framework.

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