sobolnp: Nonparametric Sobol Estimator with Bootstrap Bandwidth

Algorithm to estimate the Sobol indices using a non-parametric fit of the regression curve. The bandwidth is estimated using bootstrap to reduce the finite-sample bias. The package is based on the paper Solís, M. (2018) <arXiv:1803.03333>.

Version: 0.1.0
Imports: np, minqa, pbmcapply
Published: 2019-04-29
Author: Maikol Solís
Maintainer: Maikol Solís <maikol.solis at ucr.ac.cr>
BugReports: https://github.com/maikol-solis/sobolnp/issues
License: MIT + file LICENSE
URL: https://github.com/maikol-solis/sobolnp/
NeedsCompilation: no
Materials: NEWS
CRAN checks: sobolnp results

Downloads:

Reference manual: sobolnp.pdf
Package source: sobolnp_0.1.0.tar.gz
Windows binaries: r-devel: sobolnp_0.1.0.zip, r-release: sobolnp_0.1.0.zip, r-oldrel: sobolnp_0.1.0.zip
OS X binaries: r-release: sobolnp_0.1.0.tgz, r-oldrel: sobolnp_0.1.0.tgz

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