Analysing Ecological Data

Analysing Ecological Data

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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 readera€™s own data analysis. Data from all case studies are available from Guidance on software is provided in the book.Outliers, transformations and standardisations Outliers An outlier is a data point that, because of its extreme value compared to the rest of the dataset, might incorrectly influence an analysis. So the first question is: a€œhow can we identify an anbsp;...

Title:Analysing Ecological Data
Author: Alain Zuur, Elena N. Ieno, Graham M. Smith
Publisher:Springer Science & Business Media - 2007-08-29

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