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kko

Kernel Knockoffs Selection for Nonparametric Additive Models

v1.0.1 · Feb 1, 2022 · GPL (>= 2)

Description

A variable selection procedure, dubbed KKO, for nonparametric additive model with finite-sample false discovery rate control guarantee. The method integrates three key components: knockoffs, subsampling for stability, and random feature mapping for nonparametric function approximation. For more information, see the accompanying paper: Dai, X., Lyu, X., & Li, L. (2021). “Kernel Knockoffs Selection for Nonparametric Additive Models”. arXiv preprint <arXiv:2105.11659>.

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CRAN incoming feasibility

Maintainer: ‘Xiang Lyu <xianglyu@berkeley.edu>’

The Description field contains
  Nonparametric Additive Models”. arXiv preprint <arXiv:2105.11659>.
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: ‘Xiang Lyu <xianglyu@berkeley.edu>’

The Description field contains
  Nonparametric Additive Models”. arXiv preprint <arXiv:2105.11659>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Xiang Lyu <xianglyu@berkeley.edu>’

The Description field contains
  Nonparametric Additive Models”. arXiv preprint <arXiv:2105.11659>.
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: ‘Xiang Lyu <xianglyu@berkeley.edu>’

The Description field contains
  Nonparametric Additive Models”. arXiv preprint <arXiv:2105.11659>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies grpreg knockoff doParallel foreach ExtDist kko

Version History

1 tracked
new 1.0.1 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Feb 1, 2022. Releases before tracking aren’t shown.