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) <doi:10.48550/arXiv.1803.03333>.
| Version: | 0.1.0 |
| Imports: | np,minqa,pbmcapply |
| Published: | 2019-04-29 |
| DOI: | 10.32614/CRAN.package.sobolnp |
| Author: | Maikol Solís |
| Maintainer: | Maikol Solís <maikol.solis at ucr.ac.cr> |
| BugReports: | https://github.com/maikol-solis/sobolnp/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/maikol-solis/sobolnp/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | sobolnp results |
| Reference manual: | sobolnp.html ,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 |
| macOS binaries: | r-release (arm64):sobolnp_0.1.0.tgz, r-oldrel (arm64):sobolnp_0.1.0.tgz, r-release (x86_64):sobolnp_0.1.0.tgz, r-oldrel (x86_64):sobolnp_0.1.0.tgz |
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