Package: sobolnp 0.1.0

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>.

Authors:Maikol Solís <[email protected]>

sobolnp_0.1.0.tar.gz
sobolnp_0.1.0.zip(r-4.7)sobolnp_0.1.0.zip(r-4.6)sobolnp_0.1.0.zip(r-4.5)
sobolnp_0.1.0.tgz(r-4.6-any)sobolnp_0.1.0.tgz(r-4.5-any)
sobolnp_0.1.0.tar.gz(r-4.7-any)sobolnp_0.1.0.tar.gz(r-4.6-any)
sobolnp_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
sobolnp/json (API)
NEWS

# Install 'sobolnp' in R:
install.packages('sobolnp', repos = c('https://maikol-solis.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/maikol-solis/sobolnp/issues

On CRAN:

Conda:

bandwidthbootstrapcross-validationnonparametric-regressionsensitivity-analysis

2.00 score 1 scripts 180 downloads 3 exports 14 dependencies

Last updated from:6b3d604a69. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK151
source / vignettesOK174
linux-release-x86_64OK140
macos-release-arm64OK164
macos-oldrel-arm64OK170
windows-develOK93
windows-releaseOK82
windows-oldrelOK141
wasm-releaseOK96

Exports:plotprintsobolnp

Dependencies:bootcubaturelatticeMASSMatrixMatrixModelsminqanppbmcapplyquadprogquantregRcppSparseMsurvival