The ecodist Package for Dissimilarity-based Analysis of Ecological Data
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Abstract
Ecologists are concerned with the relationships between species composition and environmental framework incorporating space explicitly is an extremely flexible tool for answering these questions. The R package ecodist brings together methods for working with dissimilarities, including some not available in other R packages. We present some of the features of ecodist, particularly simple and partial Mantel tests, and make recommendations for their effective use. Although the partial Mantel test is often used to account for the effects of space, the assumption of linearity greatly reduces its effectiveness for complex spatial patterns. We introduce a modification of the Mantel correlogram designed to overcome…
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2Topics & keywords
Topics
Keywords
- Correlogram
- Mantel test
- Computer science
- Multivariate statistics
- Partial correlation
- Spatial analysis
- Data mining
- Extension (predicate logic)
UN Sustainable Development Goals
- Life in Land
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