SIHR

2.1.1

Statistical Inference in High Dimensional Regression

1packages depend

19.3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Zijian GuoFirst published 2021-06-149 releasesCRAN page ↗GitHub ↗

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.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("SIHR", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("zywang0701/SIHR")

Development version from zywang0701/SIHR. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-sihr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-SIHR

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-SIHR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.4 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-29
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-10
5 OK · 0 NOTE · 0 WARNING · 9 ERROR · 0 FAILURE

Documentation

READMEYes · 390 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 25%
Documented parameters: 100%
Return-value docs: 83%
References docs: 0%

Downloads

19.3K

CRAN downloads in the past year

Rank #6,861 · ~53/day · ~1.6K/mo

Releases R versions

Daily download trend is not available in this view yet.

32030 days

1.5K90 days

19.3K1 year

Compare downloads with other packages →

Also on107 r2u13 autocran

Repository

GitHub ↗ zywang0701/sihr

2Stars

0Forks

0Open issues

0Open PRs

0Releases

32Commits

1Contributors

32 commits · Last activity 2024-04-30

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/zywang0701/sihr on 2026-07-19.

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (3)

CVXR glmnetstats

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown R.rsp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

MaximinInfer

Code & Tests

Code Composition

R 1,785 (60%)Rd 1,037 (35%)Vignettes 166 (6%)Other 8 (0%)

Code characteristics

Object systems

S315

Cyclomatic complexity: 4.0 median / 77 max

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

33 6 exported

Complexity

9.7 avg / 77 max

Call network

33 nodes / 26 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (4)

Maintainer (1)

Zijian Guo

Author, Maintainer · added in 1.0.0

Authors (4)

Zijian Guo

Author, Maintainer · added in 1.0.0

Tony Cai

Author · added in 1.0.0

Prabrisha Rakshit

Author · added in 1.0.0

Zhenyu Wang

Author · added in 1.0.0

Package Timeline

9 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
2.1.1Latest
2026-03-23 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
2.1.0
2024-04-24 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
2.0.1
2023-04-09 · diff ↗
2.0.0
2023-04-06 · diff ↗
1.1.0
2022-09-26 · diff ↗
1.0.1
2022-08-10 · diff ↗
1.0.0
2022-07-25 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.2.0
2021-10-07 · diff ↗
0.1.0
2021-06-14
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-06-14
Total releases: 9 / 5 yrs
License: GPL-3 OSI
Download size: 696 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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