maikol-solis/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 <> (WIP preprint).

Getting started

Package details

MaintainerMaikol SolĂ­s <>
LicenseMIT + file LICENSE
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
maikol-solis/TopSA documentation built on Sept. 24, 2020, 12:53 a.m.