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Analyzing Ecological Data
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Analyzing Ecological Data

Softcover reprint of hardcover 1st ed. 2007

Book Details

Format Paperback / Softback
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
Ksh 31,600.00
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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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