Statistical Tools for Topological Data Analysis
Description
Tools for the statistical analysis of persistent homology and for density clustering. For that, this package provides an R interface for the efficient algorithms of the C++ libraries 'GUDHI' , 'Dionysus' , and 'PHAT' . This package also implements the methods in Fasy et al. (2014) and Chazal et al. (2014) for analyzing the statistical significance of persistent homology features.