The University of Southampton
University of Southampton Institutional Repository

Analysis of variance and covariance: how to choose and construct models for the life sciences

Record type: Book

Analysis of variance (ANOVA) is a core technique for analysing data in the Life Sciences. This reference book bridges the gap between statistical theory and practical data analysis by presenting a comprehensive set of tables for all standard models of analysis of variance and covariance with up to three treatment factors. The book will serve as a tool to help post-graduates and professionals define their hypotheses, design appropriate experiments, translate them into a statistical model, validate the output from statistics packages and verify results. The systematic layout makes it easy for readers to identify which types of model best fit the themes they are investigating, and to evaluate the strengths and weaknesses of alternative experimental designs. In addition, a concise introduction to the principles of analysis of variance and covariance is provided, alongside worked examples illustrating issues and decisions faced by analysts.
• Pictorial representations of designs and tabulated descriptions help readers differentiate between models and evaluate designs
• Worked examples of the principal models and illustrative examples of applications are developed through this book, bringing the statistics to life
• Chapter on troubleshooting problems, addresses frequently asked questions on data collection, practicalities of analysing data and interpretation of results
Contents:
Preface; Introduction to analysis of variance; Introduction to model structures; 1. One-factor designs; 2. Nested designs; 3. Fully replicated factorial designs; 4. Randomised-block designs; 5. Split-plot designs; 6. Repeated- measures designs; 7. Unreplicated designs; Further topics; Choosing experimental designs; How to request models in a statistics package; Best practice in presentation of the design; Troubleshooting problems during analysis; Glossary; Bibliography; Index of all ANOVA models with up to three factors; Index; Categories of model.

Full text not available from this repository.

Citation

Doncaster, C. Patrick and Davey, Andrew J.H. (2007) Analysis of variance and covariance: how to choose and construct models for the life sciences, Cambridge, UK, Cambridge University Press, 302pp.

More information

Published date: August 2007

Identifiers

Local EPrints ID: 49504
URI: http://eprints.soton.ac.uk/id/eprint/49504
ISBN: 9780521684477
PURE UUID: 2c123a1c-42da-4348-aac3-ad1626c44bb9
ORCID for C. Patrick Doncaster: ORCID iD orcid.org/0000-0001-9406-0693

Catalogue record

Date deposited: 13 Nov 2007
Last modified: 17 Jul 2017 14:56

Export record

Contributors

Author: Andrew J.H. Davey

University divisions


Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×