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topsa: Topological Sensitivity Analysis
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).
Getting started
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Package details |
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| Author | Maikol Solís [aut, cre], Alberto Hernández [ctb], Ronald A. Zuñiga-Rojas [ctb], Carlos Pasquier [ctb] |
| Maintainer | Maikol Solís <maikol.solis@ucr.ac.cr> |
| License | MIT + file LICENSE |
| Version | 0.1.0 |
| URL | https://github.com/maikol-solis/topsa |
| Package repository | View on CRAN |
| Installation |
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