R Observatory: Metrics for MFSIS version 0.3.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MFSIS

0.3.1

Model-Free Sure Independent Screening Procedures

0packages depend

3.4Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Xuewei ChengFirst published 2021-12-078 releasesCRAN page ↗

An implementation of popular screening methods that are commonly employed in ultra-high and high dimensional data. Through this publicly available package, we provide a unified framework to carry out model-free screening procedures including SIS (Fan and Lv (2008) doi:10.1111/j.1467-9868.2008.00674.x), SIRS(Zhu et al. (2011)doi:10.1198/jasa.2011.tm10563), DC-SIS (Li et al. (2012) doi:10.1080/01621459.2012.695654), MDC-SIS(Shao and Zhang (2014) doi:10.1080/01621459.2014.887012), Bcor-SIS (Pan et al. (2019) doi:10.1080/01621459.2018.1462709), PC-Screen (Liu et al. (2020) doi:10.1080/01621459.2020.1783274), WLS (Zhong et al.(2021) doi:10.1080/01621459.2021.1918554), Kfilter (Mai and Zou (2015) doi:10.1214/14-AOS1303), MVSIS (Cui et al. (2015) doi:10.1080/01621459.2014.920256), PSIS (Pan et al. (2016) doi:10.1080/01621459.2014.998760), CAS (Xie et al. (2020) doi:10.1080/01621459.2019.1573734), CI-SIS (Cheng and Wang. (2023) doi:10.1016/j.cmpb.2022.107269), CSIS (Cheng et al. (2024) doi:10.1007/s00180-023-01399-5) and Log-rank SIS.

Install

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

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

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

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-mfsis

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-MFSIS

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-MFSIS

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

12

Dependencies · direct

Check history

NOTE2026-05-14
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 177 wordsVignettesNopkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 81%
Return-value docs: 97%
References docs: 72%

Downloads

3.4K

CRAN downloads in the past year

Rank #7,902 · ~9/day · ~287/mo

Releases R versions

Daily download trend is not available in this view yet.

19330 days

1.2K90 days

3.4K1 year

Compare downloads with other packages →

Also on93 r2u12 autocran

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (12)

survivalMASSBall reticulatestatscrayon cli dr foreachparalleldoParallel fs

LinkingTo (0)

none

Suggests (3)

knitrutilspkgdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (5)

Maintainer (1)

Xuewei Cheng

Author, Maintainer

Authors (5)

Author, Maintainer

Author

Author

Author

Author

Package Timeline

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

0.3.1Latest
2026-05-14 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.3.0
2025-03-18 · diff ↗
unarchivedReturned to CRAN
2025-03-18
archivedRemoved from CRAN
2025-01-05
email to the maintainer is undeliverable
0.2.1
2024-05-30 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.2.0
2022-12-18 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.3
2022-04-20 · diff ↗
0.1.2
2022-01-06 · diff ↗
0.1.1
2021-12-15 · diff ↗
0.1.0
2021-12-07
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-12-07
Total releases: 8 / 5 yrs
License: GPL (>= 2) OSI
Download size: 26 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MFSIS")

Format

Cheng, X., Wang, H., Zhong, W., Zhou, H., & Zhu, L. (2026). MFSIS: Model-Free Sure Independent Screening Procedures (Version 0.3.1) [Computer software]. https://doi.org/10.32614/CRAN.package.MFSIS

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for MFSIS version 0.3.1 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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