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
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sobolnp.pdf |sobolnp.html✨
sobolnp/json (API)
NEWS

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

Peer review:

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

On CRAN:

bandwidthbootstrapcross-validationnonparametric-regressionsensitivity-analysis

2.00 score 1 scripts 113 downloads 3 exports 14 dependencies

Last updated 2 years agofrom:6b3d604a69. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 24 2024
R-4.5-winOKOct 24 2024
R-4.5-linuxOKOct 24 2024
R-4.4-winOKOct 24 2024
R-4.4-macOKOct 24 2024
R-4.3-winOKOct 24 2024
R-4.3-macOKOct 24 2024

Exports:plotprintsobolnp

Dependencies:bootcubaturelatticeMASSMatrixMatrixModelsminqanppbmcapplyquadprogquantregRcppSparseMsurvival