sobolnp0.1.0 package

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>.

  • Maintainer: Maikol Solís
  • License: MIT + file LICENSE
  • Last published: 2019-04-29