Analyzing Ecological Data

Softcover reprint of hardcover 1st ed. 2007

by Alain Zuur , Elena N. Ieno , Graham M. Smith

Book Details

Format Paperback / Softback

Book Series Statistics for Biology and Health

ISBN-10 1441923578

ISBN-13 9781441923578

Edition Softcover reprint of hardcover 1st ed. 2007

Publisher Springer-Verlag New York Inc.

Imprint Springer-Verlag New York Inc.

Country of Manufacture GB

Country of Publication GB

Publication Date Feb 11th, 2011

Print length 672 Pages

Weight 978 grams

Dimensions 23.40 x 15.90 x 3.70 cms

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In practice, one has to apply a data exploration, check assumptions, validate the models, per haps apply a series of methods, and most importantly, interpret the results in terms of the underlying ecology and the ecological questions being investigated.

This book provides a practical introduction to analyzing ecological data using real data sets. The first part gives a largely non-mathematical introduction to data exploration, univariate methods (including GAM and mixed modeling techniques), multivariate analysis, time series analysis, and spatial statistics. The second part provides 17 case studies. The case studies include topics ranging from terrestrial ecology to marine biology and can be used as a template for a reader’s own data analysis. Data from all case studies are available from www.highstat.com. Guidance on software is provided in the book.

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