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TestDataImputation  

Missing Item Responses Imputation for Test and Assessment Data
View on CRAN: Click here


Download and install TestDataImputation package within the R console
Install from CRAN:
install.packages("TestDataImputation")

Install from Github:
library("remotes")
install_github("cran/TestDataImputation")

Install by package version:
library("remotes")
install_version("TestDataImputation", "2.3")



Attach the package and use:
library("TestDataImputation")
Maintained by
Shenghai Dai
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-08-11
Latest Update: 2021-10-18
Description:
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>).
How to cite:
Shenghai Dai (2016). TestDataImputation: Missing Item Responses Imputation for Test and Assessment Data. R package version 2.3, https://cran.r-project.org/web/packages/TestDataImputation. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2016-08-11 18:40), 1.1 (2019-03-08 23:23), 1.2 (2020-11-16 09:30), 2.1 (2021-07-28 07:00), 2.2 (2021-09-02 16:50)
Other packages that cited TestDataImputation R package
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Other R packages that TestDataImputation depends, imports, suggests or enhances
Complete documentation for TestDataImputation
Functions, R codes and Examples using the TestDataImputation R package
Some associated functions: EMimpute . ImputeTestData . ItemMean . Listwise . LogisticReg . PersonMean . ResponseFun . TreatIncorrect . Twoway . micePMM . test.data . 
Some associated R codes: Full TestDataImputation package functions and examples
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