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DESCRIPTION
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DESCRIPTION
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Package: topsa
Type: Package
Title: Topological Sensitivity Analysis
Version: 0.1.0
Authors@R: c(
person(given = "Maikol",
family = "Solís",
email = "maikol.solis@ucr.ac.cr",
role = c("aut", "cre")),
person(given = "Alberto",
family = "Hernández",
email = "albertojose.hernandez@ucr.ac.cr",
role = c("ctb")),
person(given = "Ronald A.",
family = "Zuñiga-Rojas",
email = "ronald.zunigarojas@ucr.ac.cr",
role = c("ctb")),
person(given = "Carlos",
family = "Pasquier",
email = "carlos.pasquier@ucr.ac.cr",
role = c("ctb"))
)
Maintainer: Maikol Solís <maikol.solis@ucr.ac.cr>
Description: 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).
License: MIT + file LICENSE
URL: https://github.com/maikol-solis/topsa
BugReports: https://github.com/maikol-solis/topsa/issues
Encoding: UTF-8
LazyData: true
Imports: ggplot2, scales, sf, TDA, parallel, methods
RoxygenNote: 7.1.0
Depends: R (>= 3.6.0)
Suggests:
testthat (>= 2.1.0)