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sobolnp

Nonparametric Sobol Estimator with Bootstrap Bandwidth

v0.1.0 · Apr 29, 2019 · MIT + file LICENSE

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) <arXiv:1803.03333>.

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CRAN Check Status

5 NOTE
9 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Maikol Solís <maikol.solis@ucr.ac.cr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Maikol",
                    family = "Solís",
                    role = c("aut", "cre"),
                    email = "maikol.solis@ucr.ac.cr")
as necessary.

The Description field contains
  M. (2018) <arXiv:1803.03333>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Maikol Solís <maikol.solis@ucr.ac.cr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Maikol",
                    family = "Solís",
                    role = c("aut", "cre"),
                    email = "maikol.solis@ucr.ac.cr")
as necessary.

The Description field contains
  M. (2018) <arXiv:1803.03333>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
OK r-devel-linux-x86_64-fedora-clang

*


            
OK r-devel-linux-x86_64-fedora-gcc

*


            
OK r-devel-macos-arm64

*


            
OK r-devel-windows-x86_64

*


            
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

*


            

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Maikol Solís <maikol.solis@ucr.ac.cr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Maikol",
                    family = "Solís",
                    role = c("aut", "cre"),
                    email = "maikol.solis@ucr.ac.cr")
as necessary.

The Description field contains
  M. (2018) <arXiv:1803.03333>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Maikol Solís <maikol.solis@ucr.ac.cr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Maikol",
                    family = "Solís",
                    role = c("aut", "cre"),
                    email = "maikol.solis@ucr.ac.cr")
as necessary.

The Description field contains
  M. (2018) <arXiv:1803.03333>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Dependency Network

Dependencies Reverse dependencies np minqa pbmcapply sobolnp

Version History

new 0.1.0 Mar 9, 2026