Geometric Analysis of Configurations in High-Dimensional Spaces


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Documentation for package ‘AMDconfigurations’ version 0.1.0

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assign_configurations Fuzzy c-means clustering with multiple random initializations
compute_amd_curve Compute the Average Membership Degree (AMD) curve
estimate_sigma_equivalent Estimate the sigma-equivalent value from an AMD curve
Fulldata Ecological dataset used in the example
plot.amd_curve Plot method for AMD curve objects
plot.amd_sigma Plot method for sigma-equivalent objects
plot_AMD Plot the AMD curve
print.amd_curve Print method for AMD curve objects
print.amd_sigma Print method for sigma-equivalent objects
summary.amd_curve Summary method for AMD curve objects
summary.amd_sigma Summary method for sigma-equivalent objects
summary.sigma_equivalent Summary method for sigma_equivalent objects
Transcdata_small Reduced transcriptomic dataset (1000 variables)