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recluster (version 2.8)

Ordination Methods for the Analysis of Beta-Diversity Indices

Description

Beta-diversity indices provide dissimilarity matrices with particular distribution of data requiring specific treatment. For example the high frequency of ties and zero values in turnover indices produces hierarchical cluster dendrograms whose topology and bootstrap supports are affected by the order of rows in the original matrix. Moreover, biogeographical regionalization can be facilitated by a combination of hierarchical clustering and multi-dimensional scaling. The recluster package provides robust techniques to analyze pattern of similarity in species composition.

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Version

Install

install.packages('recluster')

Monthly Downloads

786

Version

2.8

License

GPL (>= 2.0)

Maintainer

Leonardo Dapporto

Last Published

March 6th, 2015

Functions in recluster (2.8)

dataisl

West Mediterranean island butterflies provided with the package recluster
recluster.line

Identifies a line in a configuration and computes its intercept and angular coefficient
recluster.cons

Consensus tree among re-sampled trees
recluster.node.strength

Evaluating order row bias in a cluster
recluster.check

An internal workaround for the new ape package
recluster.plot.matrix

Plot cell values of a matrix in grey scale
datamod

Virtual island faunas provided with the package recluster
treebut

Phylogenetic tree for the butterfly species included in dataisl dataset
recluster.rotate

Rotates a bidimensional configuration according to a line
recluster.plot.sites.col

Plotting RGB dots on a custom coordinate space
multiboot

A multiboot result from dataisl dataset.
recluster.phybetadiv

An series of function for phylogenetic beta diversity
recluster.expl.diss

Cut a phylogenetic tree to a given series of nodes and computes explained dissimilarity.
recluster.hist

Histogram with tied and zero values
recluster.region

A new clustering method based on continuous consensus.
recluster.plot

A plotter for recluster bootstrapped objects
recluster.expl

Compute the dissimilarity contained in a distance matrix which is explained by a clustering solution of the elements.
recluster.dist

Compute a dissimilarity matrix using a battery of beta-diversity indices
recluster.test.dist

Test variation lost by a bidimensional configuration when the coordinates of the elements are reduced to the configuration of the barycentres of a given series of groups.
recluster.multi

Multiscale bootstrap based on consensus trees
recluster.procrustes

Compute a procrustes analysis between two matrices even if only a subset of cases are in common.
recluster

Ordination methods for the analysis of beta-diversity indices.
treemod

Hypothetical phylogenetic tree for the virtual island faunas provided with the package recluster
recluster.plot.col

Plotting data in RGB space
recluster.identify.nodes

Evaluating solutions in multiscale bootstrap
recluster.boot

Bootstrap nodes of consensus trees
recluster.col

Projecting a two dimensional plot in RGB space
recluster.group.col

Compute mean coordinate values and RGB colours.