Package: TestDataImputation 2.3

TestDataImputation: Missing Item Responses Imputation for Test and Assessment Data

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>).

Authors:Shenghai Dai [aut, cre], Xiaolin Wang [aut], Dubravka Svetina [aut]

TestDataImputation_2.3.tar.gz
TestDataImputation_2.3.zip(r-4.7-any)TestDataImputation_2.3.zip(r-4.6-any)TestDataImputation_2.3.zip(r-4.5-any)
TestDataImputation_2.3.tgz(r-4.6-any)TestDataImputation_2.3.tgz(r-4.5-any)
TestDataImputation_2.3.tar.gz(r-4.7-any)TestDataImputation_2.3.tar.gz(r-4.6-any)
TestDataImputation_2.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
TestDataImputation/json (API)

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

Bug tracker:https://github.com/daiscode/testdataimputation/issues

Pkgdown/docs site:https://daiscode.github.io

Datasets:

On CRAN:

Conda:

2.82 score 1 packages 11 scripts 422 downloads 2 mentions 10 exports 65 dependencies

Last updated from:0674e11f1f. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE146
source / vignettesOK215
linux-releaseNOTE147
macos-releaseNOTE184
macos-oldrelNOTE194
windows-develNOTE95
windows-releaseNOTE147
windows-oldrelNOTE96
wasm-releaseOK96

Exports:EMimputeImputeTestDataItemMeanListwiseLogisticRegmicePMMPersonMeanResponseFunTreatIncorrectTwoway

Dependencies:Ameliabackportsbitbit64bootbroomclicliprcodetoolscpp11crayondplyrforcatsforeachforeigngenericsglmnetgluehavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRcppRcppArmadilloRcppEigenRdpackreadrreformulasrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithr