ENGLISH

Introduction to computer-intensive methods of data analysis in biology

By Derek A. Roff

Book information

Publisher
Cambridge University Press
Year
2006
ISBN
9780521846288, 0521846285
Open Library ID
OL7766420M
Language
english
Format
PDF
Filesize
3 MB (3418835 bytes)
Edition
illustrated edition
Pages
378\378
Topic
Biology
Time added
2009-08-06 05:14:26
Биологические дисциплины;Матметоды и моделирование

Description

This guide to the contemporary toolbox of methods for data analysis will serve graduate students and researchers across the biological sciences. Modern computational tools, such as Maximum Likelihood, Monte Carlo and Bayesian methods, mean that data analysis no longer depends on elaborate assumptions designed to make analytical approaches tractable. These new 'computer-intensive' methods are currently not consistently available in statistical software packages and often require more detailed instructions. The purpose of this book therefore is to introduce some of the most common of these methods by providing a relatively simple description of the techniques. Examples of their application are provided throughout, using real data taken from a wide range of biological research. A series of software instructions for the statistical software package S-PLUS are provided along with problems and solutions for each chapter.

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