TDA

Statistical Tools for Topological Data Analysis

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Last update: 24 January 2024

Copyright license: No records found.

Software version identifier: 1.9, 1.7.5, 1.7.7, 1.8.2, 1.8.5, 1.8.6, 1.8.7, 1.8.8, 1.9.1

Source code repository: https://github.com/cran/TDA

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' <https://project.inria.fr/gudhi/software/>, 'Dionysus' <https://www.mrzv.org/software/dionysus/>, and 'PHAT' <https://bitbucket.org/phat-code/phat/>. This package also implements the methods in Fasy et al. (2014) <doi:10.1214/14-AOS1252> and Chazal et al. (2014) <doi:10.1145/2582112.2582128> for analyzing the statistical significance of persistent homology features.

Cites work

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