Package: nonprobsvy 0.1.2

Łukasz Chrostowski

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. Details can be found in: Wu et al. (2020) <doi:10.1080/01621459.2019.1677241>, Kim et al. (2021) <doi:10.1111/rssa.12696>, Wu et al. (2023) <https://www150.statcan.gc.ca/n1/pub/12-001-x/2022002/article/00002-eng.htm>, Kim et al. (2021) <https://www150.statcan.gc.ca/n1/pub/12-001-x/2021001/article/00004-eng.htm>, Kim et al. (2020) <doi:10.1111/rssb.12354>.

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

nonprobsvy_0.1.2.tar.gz
nonprobsvy_0.1.2.zip(r-4.5)nonprobsvy_0.1.2.zip(r-4.4)nonprobsvy_0.1.2.zip(r-4.3)
nonprobsvy_0.1.2.tgz(r-4.5-x86_64)nonprobsvy_0.1.2.tgz(r-4.5-arm64)nonprobsvy_0.1.2.tgz(r-4.4-x86_64)nonprobsvy_0.1.2.tgz(r-4.4-arm64)nonprobsvy_0.1.2.tgz(r-4.3-x86_64)nonprobsvy_0.1.2.tgz(r-4.3-arm64)
nonprobsvy_0.1.2.tar.gz(r-4.5-noble)nonprobsvy_0.1.2.tar.gz(r-4.4-noble)
nonprobsvy_0.1.2.tgz(r-4.4-emscripten)nonprobsvy_0.1.2.tgz(r-4.3-emscripten)
nonprobsvy.pdf |nonprobsvy.html✨
nonprobsvy/json (API)
NEWS

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

Peer review:

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

Pkgdown site:https://ncn-foreigners.github.io

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

On CRAN:

inverse-probability-weightslasso-regressionnonprobability-samplingpropensity-scoressurveyopenblascpp

6.22 score 43 stars 39 scripts 509 downloads 10 exports 27 dependencies

Last updated 5 days agofrom:037a8346bf. Checks:6 OK, 4 NOTE, 1 FAILURE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 27 2025
R-4.5-win-x86_64NOTEJan 27 2025
R-4.5-mac-x86_64NOTEJan 27 2025
R-4.5-mac-aarch64NOTEJan 27 2025
R-4.5-linux-x86_64NOTEJan 27 2025
R-4.4-win-x86_64OKJan 27 2025
R-4.4-mac-x86_64OKJan 27 2025
R-4.4-mac-aarch64OKJan 27 2025
R-4.3-win-x86_64OKJan 27 2025
R-4.3-mac-x86_64OKJan 27 2025
R-4.3-mac-aarch64OUTDATEDJan 22 2025

Exports:check_balancecloglog_model_nonprobsvycontrol_infcontrol_outcontrol_selgenSimDatalogit_model_nonprobsvynonprobpop_sizeprobit_model_nonprobsvy

Dependencies:codetoolsDBIdigestdoParallelforeachformula.toolsgenericsiteratorslatticeMASSmathjaxrMatrixmaxLikminqamiscToolsmitoolsncvregnleqslvnumDerivoperator.toolsRANNRcppRcppArmadillosandwichsurveysurvivalzoo