pflamelet: pflamelet: Persistence Flamelets
In pflamelet: Persistence Flamelets: Computation and Inferential Tools
Description
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.
pflamelet documentation built on Dec. 17, 2020, 5:08 p.m.
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Description
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.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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