nonprobsvy

0.2.3

Inference Based on Non-Probability Samples

1packages depend

3.7Kdownloads / year

70.7%test coverage

13/13checks pass

Overview

About

Maintained by Maciej BeręsewiczFirst published 2024-04-046 releasesCRAN page ↗GitHub ↗

Statistical inference with non-probability samples when auxiliary information from external sources such as probability samples or population totals or means is available. The package implements various methods such as inverse probability (propensity score) weighting, mass imputation and doubly robust approach. Details can be found in: Chen et al. (2020) doi:10.1080/01621459.2019.1677241, Yang et al. (2020) doi:10.1111/rssb.12354, Kim et al. (2021) doi:10.1111/rssa.12696, Yang et al. (2021) https://www150.statcan.gc.ca/n1/pub/12-001-x/2021001/article/00004-eng.htm and Wu (2022) https://www150.statcan.gc.ca/n1/pub/12-001-x/2022002/article/00002-eng.htm. For details on the package and its functionalities see doi:10.48550/arXiv.2504.04255.

Install

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

install.packages("nonprobsvy", 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("ncn-foreigners/nonprobsvy")

Development version from ncn-foreigners/nonprobsvy. 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-nonprobsvy

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-nonprobsvy

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-nonprobsvy

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

Health

CRAN checks

13OK

Slowest check: 8.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.00

70.7%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-25
11 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-16
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

NOTE2026-03-28
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,190 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 94%
Documented parameters: 98%
Return-value docs: 100%
References docs: 18%

Downloads

3.7K

CRAN downloads in the past year

Rank #12,205 · ~10/day · ~305/mo

Releases R versions

Daily download trend is not available in this view yet.

25930 days

87490 days

3.7K1 year

Compare downloads with other packages →

Also on442 r2u32 autocran

Repository

GitHub ↗ ncn-foreigners/nonprobsvy

57Stars

5Forks

15Open issues

0Open PRs

5Releases

547Commits

6Contributors

lasso-regressionnonprobability-samplingsurveyinverse-probability-weightspropensity-scoresr

547 commits · Last activity 2026-06-23

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/ncn-foreigners/nonprobsvy on 2026-07-19.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Research and citation (1)

CITATION.cff

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (2)

R >= 4.0.0survey

Imports (12)

maxLikstatsMatrixMASSncvreg RANN Rcpp nleqslv doParallel foreachparallelformula.tools

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (3)

tinytest covr spelling

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

waou

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Maciej Beręsewicz

Author, Maintainer

Authors (3)

Maciej Beręsewicz

Author, Maintainer

Piotr Chlebicki

Author, Contributor

Łukasz Chrostowski

Author, Contributor

Contributors (2)

Piotr Chlebicki

Author, Contributor

Łukasz Chrostowski

Author, Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.3Latest
2025-08-20 · current release · diff ↗
0.2.2
2025-05-24 · diff ↗
0.2.1
2025-04-22 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.0
2025-03-27 · diff ↗
0.1.1
2024-11-14 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.0
2024-04-04
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-04-04
Total releases: 6 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0.0
Bundled data: 37 KB / 2 files
Download size: 354 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Official Statistics & Survey Statistics

Report a problem with this page →