Introduction to Computer-intensive Methods of Data Analysis in Biology

Roff, Derek A

ISBN 10: 0521608651 / ISBN 13: 9780521608657

Published by Cambridge University Press, Cambridge, UK, 2006

About this Item

368pp. Pictorial laminated light card covers. 8vo. Light chipping to edges and wear to covers, corners starting to curl; crease to top front corner. Previous owner's label on title page. Internally, neat, clean, bright and tight. Seller Inventory # 026696

Bibliographic Details

Title: Introduction to Computer-intensive Methods ...

Publisher: Cambridge University Press, Cambridge, UK

Publication Date: 2006

Binding: Softcover

Condition: Very Good

Dust Jacket Condition: N/A

About this title

Synopsis:

This 2006 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.

Book Description:

This 2006 graduate text introduces some of the most common computer-intensive methods, including Maximum Likelihood, Monte Carlo and Bayesian methods. Examples of their application using biological data are provided, along with a series of software instructions for the statistical software package S-PLUS and problems and solutions are included to aid understanding.