CRAN/E | sobolnp

sobolnp

Nonparametric Sobol Estimator with Bootstrap Bandwidth

Installation

About

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) .

github.com/maikol-solis/sobolnp/
Bug report	File report

Key Metrics

Version	0.1.0
Published	2019-04-29 1990 days ago
Needs compilation?	no
License	MIT
License	File
CRAN checks	sobolnp results

Downloads

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Last 30 days	121 -24%
Last 90 days	409 +18%
Last 365 days	1.719 +3%

Maintainer

Maikol Solís

[email protected]

Authors

Maikol Solís

Material

NEWS
Reference manual
Package source

macOS

r-release	arm64
r-oldrel	arm64
r-release	x86_64
r-oldrel	x86_64

Windows

r-devel	x86_64
r-release	x86_64
r-oldrel	x86_64

Imports

np
minqa
pbmcapply