findKtree

gridBy

plotRule

rMultinom

siloF

AlphaComplexDiag

AlphaShapeDiag

Bottleneck

DtmWeight

GridDiag

KdeDist

RipsDiag

Wasserstein

internal

TDA-internal

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.

Jisu Kim

Statistical Tools for Topological Data Analysis

TDA-internal function

Internal TDA functions — TDA-internal

Internal TDA functions

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TDA-internal: Internal TDA functions

Description

Arguments

Details