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R Programming for Bioinformatics: Chapman & Hall/CRC Computer Science & Data Analysis

Autor Robert Gentleman
en Limba Engleză Hardback – 14 iul 2008
Due to its data handling and modeling capabilities as well as its flexibility, R is becoming the most widely used software in bioinformatics. R Programming for Bioinformatics explores the programming skills needed to use this software tool for the solution of bioinformatics and computational biology problems.
Drawing on the author’s first-hand experiences as an expert in R, the book begins with coverage on the general properties of the R language, several unique programming aspects of R, and object-oriented programming in R. It presents methods for data input and output as well as database interactions. The author also examines different facets of string handling and manipulations, discusses the interfacing of R with other languages, and describes how to write software packages. He concludes with a discussion on the debugging and profiling of R code.
With numerous examples and exercises, this practical guide focuses on developing R programming skills in order to tackle problems encountered in bioinformatics and computational biology.
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Specificații

ISBN-13: 9781420063677
ISBN-10: 1420063677
Pagini: 326
Ilustrații: 2 black & white illustrations, 11 black & white tables
Dimensiuni: 156 x 234 x 23 mm
Greutate: 0.6 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Computer Science & Data Analysis


Public țintă

Professional Practice & Development

Cuprins

Introducing R. R Language Fundamentals. Object-Oriented Programming in R. Input and Output in R. Working with Character Data. Foreign Language Interfaces. R Packages. Data Technologies. Debugging and Profiling. References.

Recenzii

"This is a very excellent book. … I think this is actually the best handbook on R programming that is currently available. … the nine chapters provide an indispensable handbook for R programmers, and an excellent textbook for a graduate course in R programming."
Journal of Statistical Software

Descriere

Focusing on the programming skills needed to use R for the solution of bioinformatics and computational biology problems, this practical guide covers the fundamentals of the R language, object-oriented programming in R, and data mark-up and web services languages and tools. It examines different aspects of string handling and manipulations; discusses the interfacing of R with other languages, such as C, FORTRAN, Perl, and Python; and explains how to write software packages as well as debug and profile R code. The complete source code is available on the book’s website.