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Problems and Solutions in Biological Sequence Analysis

Autor Mark Borodovsky, Svetlana Ekisheva
en Limba Engleză Paperback – 10 sep 2006
This book is the first of its kind to provide a large collection of bioinformatics problems with accompanying solutions. Notably, the problem set includes all of the problems offered in Biological Sequence Analysis, by Durbin et al. (Cambridge, 1998), widely adopted as a required text for bioinformatics courses at leading universities worldwide. Although many of the problems included in Biological Sequence Analysis as exercises for its readers have been repeatedly used for homework and tests, no detailed solutions for the problems were available. Bioinformatics instructors had therefore frequently expressed a need for fully worked solutions and a larger set of problems for use on courses. This book provides just that: following the same structure as Biological Sequence Analysis and significantly extending the set of workable problems, it will facilitate a better understanding of the contents of the chapters in BSA and will help its readers develop problem-solving skills that are vitally important for conducting successful research in the growing field of bioinformatics. All of the material has been class-tested by the authors at Georgia Tech, where the first ever MSc degree program in Bioinformatics was held.
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Specificații

ISBN-13: 9780521612302
ISBN-10: 0521612306
Pagini: 360
Ilustrații: 27 b/w illus. 27 tables 172 exercises
Dimensiuni: 175 x 245 x 18 mm
Greutate: 0.71 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom

Cuprins

Preface; 1. Introduction; 2. Pairwise alignment; 3. Markov chains and hidden Markov models; 4. Pairwise alignment using HMMs; 5. Profile HMMs for sequence families; 6. Multiple sequence alignment methods; 7. Building phylogenetic trees; 8. Probabilistic approaches to phylogeny; 9. Transformational grammars; 10. RNA structure analysis; 11. Background on probability.

Notă biografică


Descriere

A companion to Biological Sequence Analysis (Cambridge, 1998), providing solutions to the original problems and additional worked examples.