Package: nonprobsvy 0.3.0

Maciej Beręsewicz

nonprobsvy: Inference Based on Non-Probability Samples

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>.

Authors:Łukasz Chrostowski [aut, ctb], Maciej Beręsewicz [aut, cre], Piotr Chlebicki [aut, ctb]

nonprobsvy_0.3.0.tar.gz
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nonprobsvy_0.3.0.tgz(r-4.6-x86_64)nonprobsvy_0.3.0.tgz(r-4.6-arm64)nonprobsvy_0.3.0.tgz(r-4.5-x86_64)nonprobsvy_0.3.0.tgz(r-4.5-arm64)
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nonprobsvy_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
nonprobsvy/json (API)
NEWS

# Install 'nonprobsvy' in R:
install.packages('nonprobsvy', repos = c('https://ncn-foreigners.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ncn-foreigners/nonprobsvy/issues

Pkgdown/docs site:https://ncn-foreigners.ue.poznan.pl

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • admin - Admin Data
  • jvs - Job Vacancy Survey

On CRAN:

Conda:

inverse-probability-weightslasso-regressionnonprobability-samplingpropensity-scoressurveyopenblascpp

7.83 score 55 stars 1 packages 91 scripts 315 downloads 12 exports 28 dependencies

Last updated from:f566c5637f. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK370
linux-devel-x86_64OK383
source / vignettesOK378
linux-release-arm64OK375
linux-release-x86_64OK455
macos-release-arm64OK336
macos-release-x86_64OK482
macos-oldrel-arm64OK368
macos-oldrel-x86_64OK936
windows-develOK461
windows-releaseOK386
windows-oldrelOK339
wasm-releaseOK130

Exports:check_balancecontrol_infcontrol_outcontrol_selextractmethod_glmmethod_nnmethod_nparmethod_pmmmethod_psnonprobpop_size

Dependencies:codetoolsDBIdigestdoParalleldoRNGforeachformula.toolsgenericsiteratorslatticeMASSMatrixmaxLikminqamiscToolsmitoolsncvregnleqslvnumDerivoperator.toolsRANNRcppRcppArmadillorngtoolssandwichsurveysurvivalzoo

nonprobsvy -- An R Package for Modern Methods for Non-Probability Surveys

Łukasz Chrostowski (Analytic Partners), Piotr Chlebicki (Stockholm University), Maciej Beręsewicz (Poznań University of Economics and Business; Statistical Office in Poznań)

Rendered fromnonprobsvy.Rmdusingknitr::rmarkdownon May 23 2026.

Last update: 2026-05-23
Started: 2026-05-23