NMAR: Estimation under not Missing at Random Nonresponse
Methods to estimate finite-population parameters under nonresponse that is not missing at random (NMAR, nonignorable). Incorporates auxiliary information and user-specified response models, and supports independent samples and complex survey designs via objects from the 'survey' package. Provides diagnostics and optional variance estimates. For methodological background see Qin, Leung and Shao (2002) <doi:10.1198/016214502753479338> and Riddles, Kim and Im (2016) <doi:10.1093/jssam/smv047>.
| Version: | 0.1.1 |
| Depends: | R (≥ 3.5) |
| Imports: | stats, nleqslv, utils, generics, Formula |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0), numDeriv, survey, svrep, broom, progressr, future, future.apply, spelling |
| Published: | 2026-01-16 |
| DOI: | 10.32614/CRAN.package.NMAR (may not be active yet) |
| Author: | Maciej Beresewicz 
[aut, cre],
Igor Kołodziej [aut, ctb],
Mateusz Iwaniuk [aut, ctb] |
| Maintainer: | Maciej Beresewicz <maciej.beresewicz at ue.poznan.pl> |
| BugReports: | https://github.com/ncn-foreigners/NMAR/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/ncn-foreigners/NMAR, https://ncn-foreigners.ue.poznan.pl/NMAR/index.html |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | NMAR results |
Documentation:
| Reference manual: | NMAR.html , NMAR.pdf |
| Vignettes: |
exptilt_nonparam_theory (source) EXPTILT: vectorized matrix method (source) Empirical Likelihood (source, R code) tutorial_exptilt (source, R code) tutorial_exptilt_nonparam (source, R code) |
Downloads:
| Package source: | NMAR_0.1.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): NMAR_0.1.1.tgz, r-oldrel (arm64): NMAR_0.1.1.tgz, r-release (x86_64): NMAR_0.1.1.tgz, r-oldrel (x86_64): NMAR_0.1.1.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=NMAR to link to this page.