SIHR

Statistical Inference in High Dimensional Regression

v2.1.1 · Mar 23, 2026 · GPL-3

CRAN GitHub Mirror

Description

The goal of SIHR is to provide inference procedures in the high-dimensional generalized linear regression setting for: (1) linear functionals <doi:10.48550/arXiv.1904.12891> <doi:10.48550/arXiv.2012.07133>, (2) conditional average treatment effects, (3) quadratic functionals <doi:10.48550/arXiv.1909.01503>, (4) inner product, (5) distance.

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CRAN Check Status

14 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	128s
r-devel-linux-x86_64-debian-gcc	OK	90.3s
r-devel-linux-x86_64-fedora-clang	OK	222s
r-devel-linux-x86_64-fedora-gcc	OK	209.9s
r-devel-macos-arm64	OK	37s
r-devel-windows-x86_64	OK	132s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	168s
r-oldrel-windows-x86_64	OK	172s
r-patched-linux-x86_64	OK	120.4s
r-release-linux-x86_64	OK	117s
r-release-macos-arm64	OK	43s
r-release-macos-x86_64	OK	129s
r-release-windows-x86_64	OK	130s

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 28, 2026

ERROR 5 OK · 0 NOTE · 0 WARNING · 9 ERROR · 0 FAILURE Mar 10, 2026

ERROR r-devel-linux-x86_64-debian-clang

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘SIHR.Rmd’ using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute
...[truncated]...
hed re-building ‘IntroMethod.pdf.asis’

--- re-building ‘IntroUsage.pdf.asis’ using asis
--- finished re-building ‘IntroUsage.pdf.asis’

SUMMARY: processing the following file failed:
  ‘SIHR.Rmd’

Error: Vignette re-building failed.
Execution halted

ERROR r-devel-linux-x86_64-debian-gcc

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘SIHR.Rmd’ using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute
...[truncated]...
hed re-building ‘IntroMethod.pdf.asis’

--- re-building ‘IntroUsage.pdf.asis’ using asis
--- finished re-building ‘IntroUsage.pdf.asis’

SUMMARY: processing the following file failed:
  ‘SIHR.Rmd’

Error: Vignette re-building failed.
Execution halted

ERROR r-devel-linux-x86_64-fedora-clang

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building ‘SIHR.Rmd’ using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute_direc
...[truncated]...
hed re-building ‘IntroMethod.pdf.asis’

--- re-building ‘IntroUsage.pdf.asis’ using asis
--- finished re-building ‘IntroUsage.pdf.asis’

SUMMARY: processing the following file failed:
  ‘SIHR.Rmd’

Error: Vignette re-building failed.
Execution halted

ERROR r-devel-linux-x86_64-fedora-gcc

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building ‘SIHR.Rmd’ using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute_direc
...[truncated]...
hed re-building ‘IntroMethod.pdf.asis’

--- re-building ‘IntroUsage.pdf.asis’ using asis
--- finished re-building ‘IntroUsage.pdf.asis’

SUMMARY: processing the following file failed:
  ‘SIHR.Rmd’

Error: Vignette re-building failed.
Execution halted

ERROR r-devel-windows-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building 'SIHR.Rmd' using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute_direc
...[truncated]...
hed re-building 'IntroMethod.pdf.asis'

--- re-building 'IntroUsage.pdf.asis' using asis
--- finished re-building 'IntroUsage.pdf.asis'

SUMMARY: processing the following file failed:
  'SIHR.Rmd'

Error: Vignette re-building failed.
Execution halted

ERROR r-patched-linux-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘SIHR.Rmd’ using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute
...[truncated]...
hed re-building ‘IntroMethod.pdf.asis’

--- re-building ‘IntroUsage.pdf.asis’ using asis
--- finished re-building ‘IntroUsage.pdf.asis’

SUMMARY: processing the following file failed:
  ‘SIHR.Rmd’

Error: Vignette re-building failed.
Execution halted

ERROR r-release-linux-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘SIHR.Rmd’ using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute
...[truncated]...
hed re-building ‘IntroMethod.pdf.asis’

--- re-building ‘IntroUsage.pdf.asis’ using asis
--- finished re-building ‘IntroUsage.pdf.asis’

SUMMARY: processing the following file failed:
  ‘SIHR.Rmd’

Error: Vignette re-building failed.
Execution halted

ERROR r-release-windows-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building 'SIHR.Rmd' using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute_direc
...[truncated]...
hed re-building 'IntroMethod.pdf.asis'

--- re-building 'IntroUsage.pdf.asis' using asis
--- finished re-building 'IntroUsage.pdf.asis'

SUMMARY: processing the following file failed:
  'SIHR.Rmd'

Error: Vignette re-building failed.
Execution halted

ERROR r-oldrel-windows-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building 'SIHR.Rmd' using rmarkdown

Quitting from SIHR.Rmd:58-60 [unnamed-chunk-5]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `compute_direc
...[truncated]...
hed re-building 'IntroMethod.pdf.asis'

--- re-building 'IntroUsage.pdf.asis' using asis
--- finished re-building 'IntroUsage.pdf.asis'

SUMMARY: processing the following file failed:
  'SIHR.Rmd'

Error: Vignette re-building failed.
Execution halted

Reverse Dependencies (1)

imports

MaximinInfer

Dependency Network

Version History

updated 2.1.1 ← 2.1.0 diff Mar 23, 2026

new 2.1.0 Mar 10, 2026

updated 2.1.0 ← 2.0.1 diff Apr 23, 2024

updated 2.0.1 ← 2.0.0 diff Apr 8, 2023

updated 2.0.0 ← 1.1.0 diff Apr 5, 2023

updated 1.1.0 ← 1.0.1 diff Sep 25, 2022

updated 1.0.1 ← 1.0.0 diff Aug 9, 2022

updated 1.0.0 ← 0.2.0 diff Jul 24, 2022

updated 0.2.0 ← 0.1.0 diff Oct 6, 2021

new 0.1.0 Jun 13, 2021