Fast Algorithms for Frequency-Preserving Null Models in Ecology

Efficient computations for null models that require shuffling columns on big matrix data. This package provides functions for faster computation of diversity measure statistics when independent random shuffling is applied to the columns of a given matrix. Given a diversity measure f and a matrix M, the provided functions can generate random samples (shuffled matrix rows of M), the mean and variance of f, and the p-values of this measure for two different null models that involve independent random shuffling of the columns of M. The package supports computations of alpha and beta diversity measures.


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install.packages("CNull")

1.0 by Constantinos Tsirogiannis, 2 years ago


Browse source code at https://github.com/cran/CNull


Authors: Constantinos Tsirogiannis [aut, cre] , Adrija Kalvisa [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, ape, PhyloMeasures, Matrix

Linking to Rcpp

System requirements: C++11


See at CRAN