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sobolnp  

Nonparametric Sobol Estimator with Bootstrap Bandwidth
View on CRAN: Click here


Download and install sobolnp package within the R console
Install from CRAN:
install.packages("sobolnp")

Install from Github:
library("remotes")
install_github("cran/sobolnp")

Install by package version:
library("remotes")
install_version("sobolnp", "0.1.0")



Attach the package and use:
library("sobolnp")
Maintained by
Maikol Solís
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-29
Latest Update: 2019-04-29
Description:
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>.
How to cite:
Maikol Solís (2019). sobolnp: Nonparametric Sobol Estimator with Bootstrap Bandwidth. R package version 0.1.0, https://cran.r-project.org/web/packages/sobolnp. Accessed 03 Dec. 2024.
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Complete documentation for sobolnp
Functions, R codes and Examples using the sobolnp R package
Some associated functions: plot . print . sobolnp . 
Some associated R codes: plot.sobolnp.R . print.sobolnp.R . sobolnp.R .  Full sobolnp package functions and examples
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