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 <> (WIP preprint).


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0.1.0 by Maikol Solís, 5 months ago

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Authors: Maikol Solís [aut, cre] , Alberto Hernández [ctb] , Ronald A. Zuñiga-Rojas [ctb] , Carlos Pasquier [ctb]

Documentation:   PDF Manual  

MIT + file LICENSE license

Imports ggplot2, scales, sf, TDA, parallel, methods

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See at CRAN