Algebraic Statistics for Computational Biology

Name: Algebraic Statistics for Computational Biology
Brand: Cambridge University Press
SKU: 9780521857000
Price: 2608 CZK
Availability: InStock

Autor: L. PachterB. Sturmfels

Jazyk:

Vazba: Pevná

Vydavatel: Cambridge University Press

Dostupnost: Skladem u dodavatele

Odesíláme za 14-21 dnů

2 608 Kč

The quantitative analysis of biological sequence data is based on methods from statistics coupled wi...

Informace o knize

Autor

L. PachterB. Sturmfels

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2005

Stránek

434

EAN

9780521857000

ISBN

0521857007

Enbook ID

02047416

Vydavatel

Cambridge University Press

Hmotnost

1062

Rozměry

185 x 262 x 29

Kompletní popis

The quantitative analysis of biological sequence data is based on methods from statistics coupled with efficient algorithms from computer science. Algebra provides a framework for unifying many of the seemingly disparate techniques used by computational biologists. This book offers an introduction to this mathematical framework and describes tools from computational algebra for designing new algorithms for exact, accurate results. These algorithms can be applied to biological problems such as aligning genomes, finding genes and constructing phylogenies. The first part of this book consists of four chapters on the themes of Statistics, Computation, Algebra and Biology, offering speedy, self-contained introductions to the emerging field of algebraic statistics and its applications to genomics. In the second part, the four themes are combined and developed to tackle real problems in computational genomics. As the first book in the exciting and dynamic area, it will be welcomed as a text for self-study or for advanced undergraduate and beginning graduate courses.

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Algebraic Statistics for Computational Biology

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