R Observatory: Metrics for DTSR version 0.2.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

DTSR

0.2.2Package record

Distributed Trimmed Scores Regression for Handling Missing Data

0packages depend

1.4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Guangbao GuoCRAN page ↗

Provides functions for handling missing data using Distributed Trimmed Scores Regression and other imputation methods. It includes facilities for data imputation, evaluation metrics, and clustering analysis. It is designed to work in distributed computing environments to handle large datasets efficiently. The philosophy of the package is described in Guo G. (2024) doi:10.1080/03610918.2022.2091779.

Install

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

install.packages("DTSR", 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-dtsr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-DTSR

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-DTSR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK6 OK2026-06-21

Advisories

none known

How this is measured·How advisories are found

Documentation

Documentation signals are not tracked yet for this package.

Websitenot tracked

How these are measured

Downloads

1.4K

CRAN downloads in the past year

Rank #11,256 · ~4/day · ~119/mo

DTSR Releases R versions

Daily download trend is not available in this view yet.

35030 days

96090 days

1.4K1 year

Compare downloads with other packages →

Also on73 r2u5 autocran

How downloads are counted

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Installing DTSR adds 79 packages (45 with compiled code, 80 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.5.0

Imports (5)

statsMASSmvdalab VIMcluster

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Guangbao Guo

Ruiling Niu

Author

Releases (3)

unarchivedReturned to CRAN
2026-06-20
0.2.2Latest
record
2026-06-20 · current release · diff ↗ ·
removed 1 export
mean

added 1 export
meanImpute
R
R 4.6.0 released · 2026-04-24
archivedRemoved from CRAN
2025-07-10
requires archived package 'DMwR2'
0.2.0
record
2025-04-27 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.0
record
2024-11-08
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-11-08
Total releases: 3 / 2 yrs
License: GPL-3 OSI
Download size: 1.2 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("DTSR")

Format

Guo, G., & Niu, R. (2026). DTSR: Distributed Trimmed Scores Regression for Handling Missing Data (Version 0.2.2) [Computer software]. https://doi.org/10.32614/CRAN.package.DTSR

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 DTSR version 0.2.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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