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Applied Multivariate Analysis
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ISBN: 0030829399 9780030829390 Year: 1970 Publisher: New York (N.Y.) Holt, Rinehart and Winston, Inc

Multivariate analysis of ecological data using CANOCO.
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ISBN: 0511078188 1280419784 9786610419784 0511179367 0511203322 051133074X 0511615140 0511076614 1107133580 9780511078187 9780511179365 9780511615146 9780511076619 052181409X 9781280419782 0521891086 0511075073 9780521814096 9780521891080 9780511075070 Year: 2003 Publisher: Cambridge University Press

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Abstract

This book is primarily written for ecologists needing to analyse data resulting from field observations and experiments. It will be particularly useful for students and researchers dealing with complex ecological problems, such as the variation of biotic communities with environmental conditions or the response of biotic communities to experimental manipulation. Following a simple introduction to ordination methods, the text focuses on constrained ordination methods (RDA, CCA) and the use of permutation tests on statistical hypotheses of multivariate data. An overview of classification methods, or modern regression methods (GLM, GAM, loess), is provided and guidance on the correct interpretation of ordination diagrams is given. Seven case studies of varying difficulty help to illustrate the suggested analytical methods, using the Canoco for Windows software. The case studies utilise both the descriptive and manipulative approaches, and they are supported by data sets and project files available from the book website.

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