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DESCRIPTION
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DESCRIPTION
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Package: pflamelet
Type: Package
Title: Persistence Flamelets: Computation and Inferential Tools
Version: 0.1.1
Author: Tullia Padellini
Maintainer: Tullia Padellini <t.padellini@imperial.ac.uk>
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.
License: GPL-3
Imports: TDA, plotly, viridis, pbapply, graphics, stats, abind
Suggests: eegkit, dplyr
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
NeedsCompilation: no
Packaged: 2020-12-15 19:27:53 UTC; tulliapadellini
Built: R 4.0.3; ; 2020-12-15 19:27:57 UTC; unix