pflamelet: Persistence Flamelets: Computation and Inferential Tools

Computes the Persistence Flamelets, a statistical tool for exploring the Topological Invariants of Scale-Space families introduced in Padellini and Brutti (2017) "Persistence Flamelets: multiscale Persistent Homology for kernel density exploration" <arXiv:1709.07097>. Flamelets can be built from either sub/super level sets of arbitrary functions or from a precomputed list of Persistence Diagrams. In addition, this package provides functions to compute confidence bands for a Flamelet via bootstrap, assess significance of each feature, clean a Flamelet from topological noise, perform a two sample permutation test for groups of Flamelets and it also implements a topological heuristic for bandwidth selection for kernel density estimators.

Getting started

Package details

AuthorTullia Padellini
MaintainerTullia Padellini <>
Package repositoryView on CRAN
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pflamelet documentation built on Dec. 17, 2020, 5:08 p.m.