Estimate geometric sensitivity indices reconstructing the embedding manifold of the data. The reconstruction is done via a Vietoris Rips with a fixed radius. With the homology of order 2 we estimate symmetric reflections of the those manifold to determine a sensitivity index on of the input model. Detailed information of the methods can be found in <https://www.dropbox.com/s/0kcrjhhkl7899n1/article-symmetric-reflection.pdf> (WIP preprint).
| Version: | 0.1.0 |
| Depends: | R (≥ 3.6.0) |
| Imports: | ggplot2, scales, sf, TDA, parallel, methods |
| Suggests: | testthat (≥ 2.1.0) |
| Published: | 2020-09-24 |
| Author: | Maikol Solís [aut, cre], Alberto Hernández [ctb], Ronald A. Zuñiga-Rojas [ctb], Carlos Pasquier [ctb] |
| Maintainer: | Maikol Solís <maikol.solis at ucr.ac.cr> |
| BugReports: | https://github.com/maikol-solis/topsa/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/maikol-solis/topsa |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | topsa results |
| Reference manual: | topsa.pdf |
| Package source: | topsa_0.1.0.tar.gz |
| Windows binaries: | r-devel: topsa_0.1.0.zip, r-release: topsa_0.1.0.zip, r-oldrel: topsa_0.1.0.zip |
| macOS binaries: | r-release: topsa_0.1.0.tgz, r-oldrel: topsa_0.1.0.tgz |
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