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DNA, Words and Models. Statistics of Exceptional Words.

Robin, Stephane

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ISBN 10: 052184729X / ISBN 13: 9780521847292
Verlag: Cambridge University Press, Cambridge University Press, 2005
Gebraucht Zustand: As New Hardcover
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Bibliografische Details

Titel: DNA, Words and Models. Statistics of ...

Verlag: Cambridge University Press, Cambridge University Press

Erscheinungsdatum: 2005

Einband: Hardcover

Zustand: As New

Über diesen Titel

Inhaltsangabe:

An important problem in computational biology is identifying short DNA sequences (mathematically, 'words') associated to a biological function. One approach consists in determining whether a particular word is simply random or is of statistical significance, for example, because of its frequency or location. This book introduces the mathematical and statistical ideas used in solving this so-called exceptional word problem. It begins with a detailed description of the principal models used in sequence analysis: Markovian models are central here and capture compositional information on the sequence being analysed. There follows an introduction to several statistical methods that are used for finding exceptional words with respect to the model used. The second half of the book is illustrated with numerous examples provided from the analysis of bacterial genomes, making this a practical guide for users facing a real situation and needing to make an adequate procedure choice.

Book Description:

One of the most important problems in computational biology is whether a particular gene sequence (mathematically, a 'word') is simply random or is of biological significance, for example, because of its frequency or location. This book introduces the mathematical and statistical ideas used in solving this so-called exceptional word problem.

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