Skip to content

natural

Estimating the Error Variance in a High-Dimensional Linear Model

v0.9.0 · Jan 16, 2018 · GPL-3

Description

Implementation of the two error variance estimation methods in high-dimensional linear models of Yu, Bien (2017) <arXiv:1712.02412>.

Downloads

CRAN

237

Last 30 days

18376th

624

Last 90 days

2.3K

Last year

Trend: +66.9% (30d vs prior 30d)

r2u CRAN

40

Last 30 days

119

Last 90 days

416

Last year

Trend: -20% (30d vs prior 30d)

CRAN Check Status

2 NOTE
11 OK
Show all 13 flavors
Flavor Status
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-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 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 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Guo Yu <gy63@cornell.edu>’

The Description field contains
  high-dimensional linear models of Yu, Bien (2017) <arXiv:1712.02412>.
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: ‘Guo Yu <gy63@cornell.edu>’

The Description field contains
  high-dimensional linear models of Yu, Bien (2017) <arXiv:1712.02412>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Guo Yu <gy63@cornell.edu>’

The Description field contains
  high-dimensional linear models of Yu, Bien (2017) <arXiv:1712.02412>.
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: ‘Guo Yu <gy63@cornell.edu>’

The Description field contains
  high-dimensional linear models of Yu, Bien (2017) <arXiv:1712.02412>.
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 Matrix glmnet natural

Version History

1 tracked
new 0.9.0 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Jan 16, 2018. Releases before tracking aren’t shown.