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.
| Version: | 0.1.1 |
| Imports: | TDA, plotly, viridis, pbapply, graphics, stats, abind |
| Suggests: | eegkit, dplyr |
| Published: | 2020-12-17 |
| Author: | Tullia Padellini |
| Maintainer: | Tullia Padellini <t.padellini at imperial.ac.uk> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | pflamelet results |
| Reference manual: | pflamelet.pdf |
| Package source: | pflamelet_0.1.1.tar.gz |
| Windows binaries: | r-devel: pflamelet_0.1.1.zip, r-release: pflamelet_0.1.1.zip, r-oldrel: pflamelet_0.1.1.zip |
| macOS binaries: | r-release: pflamelet_0.1.1.tgz, r-oldrel: pflamelet_0.1.1.tgz |
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