High-Performance Open-Source Archive
Functions for imputing missing item responses for dichotomous and polytomous test and assessment data. This package enables missing imputation methods that are suitable for test and assessment data, including: listwise (LW) deletion (see De Ayala et al. 2001 <doi:10.1111/j.1745-3984.2001.tb01124.x>), treating as incorrect (IN, see Lord, 1974 <doi:10.1111/j.1745-3984.1974.tb00996.x>; Mislevy & Wu, 1996 <doi:10.1002/j.2333-8504.1996.tb01708.x>; Pohl et al., 2014 <doi:10.1177/0013164413504926>), person mean imputation (PM), item mean imputation (IM), two-way (TW) and response function (RF) imputation, (see Sijtsma & van der Ark, 2003 <doi:10.1207/s15327906mbr3804_4>), logistic regression (LR) imputation, predictive mean matching (PMM), and expectation–maximization (EM) imputation (see Finch, 2008 <doi:10.1111/j.1745-3984.2008.00062.x>).
| Version: | 2.3 |
| Depends: | R (≥ 3.4.0), stats, mice, Amelia |
| Published: | 2021-10-18 |
| DOI: | 10.32614/CRAN.package.TestDataImputation |
| Author: | Shenghai Dai [aut, cre], Xiaolin Wang [aut], Dubravka Svetina [aut] |
| Maintainer: | Shenghai Dai <s.dai at wsu.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| In views: | MissingData, Psychometrics |
| CRAN checks: | TestDataImputation results |
| Reference manual: | TestDataImputation.html , TestDataImputation.pdf |
| Package source: | TestDataImputation_2.3.tar.gz |
| Windows binaries: | r-devel: TestDataImputation_2.3.zip, r-release: TestDataImputation_2.3.zip, r-oldrel: TestDataImputation_2.3.zip |
| macOS binaries: | r-release (arm64): TestDataImputation_2.3.tgz, r-oldrel (arm64): TestDataImputation_2.3.tgz, r-release (x86_64): TestDataImputation_2.3.tgz, r-oldrel (x86_64): TestDataImputation_2.3.tgz |
| Old sources: | TestDataImputation archive |
| Reverse imports: | DIFplus |
Please use the canonical form https://CRAN.R-project.org/package=TestDataImputation to link to this page.
Need mirroring services?
Contact our team at info@vpspulse.com.
Mirror powered by VPSpulse
Infrastructure sponsored by VPSPulse & Secure Payments by ArionPay.