Computational Genome Analysis: An Introduction presents the foundations of key problems in computational molecular biology and bioinformatics. It focuses on computational and statistical principles applied to genomes, and introduces the mathematics and statistics that are crucial for understanding these applications. The book is appropriate for a one-semester course for advanced undergraduate or beginning graduate students, and it can also introduce computational biology to computer scientists, mathematicians, or biologists who are extending their interests into this exciting field.This book features:Topics organized around biological problems, such as sequence alignment and assembly, DNA signals, analysis of gene expression, and human genetic variationPresentation of fundamentals of probability, statistics, and algorithmsImplementation of computational methods with numerous examples based upon the R statistics packageExtensive descriptions and explanations to complement the analytical developmentMore than 100 illustrations and diagrams (some in color) to reinforce concepts and present key results from the primary literatureExercises at the end of chapters
Product Identifiers
Publisher
Springer-Verlag New York Inc.
ISBN-13
9780387987859
eBay Product ID (ePID)
96528385
Product Key Features
Author
Richard C. Deonier, Simon Tavare, Michaels. Waterman
Publication Name
Computational Genome Analysis: an Introduction
Format
Hardcover
Language
English
Subject
Medicine, Engineering & Technology, Computer Science, Biology, Mathematics, Healthcare System
Publication Year
2007
Type
Textbook
Number of Pages
535 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Item Weight
2150g
Additional Product Features
Title_Author
Simon Tavare, Richard C. Deonier, Michaels. Waterman