Print

---

Multivariate Analysis of Ecological Data

by Michael Greenacre & Raul Primicerio

Published December 2013 by the BBVA Foundation and free online at

www.multivariatestatistics.org

From the back cover:

Biological diversity is the product of the interaction between many species, be they marine, plant or animal life, and of the many limiting factors that characterize the environment in which the species live. Multivariate analysis uses relationships between variables to order the objects of study according to their collective properties, and to classify the objects of study, that is to group species or ecosystems in distinct classes each containing entities with similar properties. The ultimate objective is to relate the observed biological variation to the accompanying environmental characteristics.

Multivariate Analysis of Ecological Data is a comprehensive and structured explanation of how to analyse and interpret ecology data observed on many variables, both biological and environmental. After a general introduction to multivariate ecological data and statistical methodology, specific chapters focus on methods such as clustering, regression, biplots, multidimensional scaling, correspondence analysis (both simple and canonical) and log-ratio analysis, as well as issues of modelling and the inferential aspects of these methods.

The book includes a variety of applications to real data from ecological research, as well as two detailed case studies where the reader can appreciate the challenge for analysis, interpretation and communication when dealing with large studies and complex designs.

• Didactic format, with over 150 tables and figures, and a summary of the contents of each chapter
• Compact technical appendix, giving the essential theory of the methods presented in the book
• Bibliography and web resources for further study
• Supporting website www.multivariatestatistics.org, providing the data sets used in the book, R scripts for the computations, glossary of terms, and additional material such as video presentations.

Download Biplots in Practice by Michael Greenacre for free from the same web site: www.multivaratestatistics.org  Also Correspondence Analysis in Practice (in Spanish translation).

These books are available for free download thanks to the support of the BBVA Foundation in Madrid.

SIGNOFF allstat

to [log in to unmask], leaving the subject line blank.