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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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Trend: -100% (30d vs prior 30d)

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1

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9

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0

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autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
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 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

Code

Structure

Lines of code

2,996

Files

48

Compiled share

0%

Has compiled src

No

Language breakdown

R 1,785 (59.6%)Docs 1,037 (34.6%)Vignettes 174 (5.8%)

API

Exported functions

6

Internal functions

27

Recent export changes

v2.0.0+3 CATE, Dist, InnProd  −1 ITE

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

–

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

83.3%

\dontrun example ratio

75%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

–

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

–

System requirements

–

C++ standard

–

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

9

First release

2021-06-14

Latest release

2026-03-23

Avg cadence

154 days

Cold removal rate

100%

Dep drift

5

LOC over versions

v0.1.0: 2,253 LOCv0.2.0: 2,780 LOCv1.0.0: 1,786 LOCv1.0.1: 1,828 LOCv1.1.0: 1,857 LOCv2.0.0: 2,825 LOCv2.0.1: 2,788 LOCv2.1.0: 2,962 LOCv2.1.1: 2,996 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (1)

imports

MaximinInfer

Dependency Network

Dependencies Reverse dependencies CVXR glmnet MaximinInfer SIHR

Version History

10 tracked
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