TestDataImputation: Missing Item Responses Imputation for Test and Assessment Data
Version 1.0

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, treating as incorrect (IN), person mean imputation (PM), item mean imputation (IM), two-way imputation (TW), logistic regression imputation (LR), and EM imputation.

AuthorShenghai Dai [aut, cre], Xiaolin Wang [aut], Dubravka Svetina [aut]
Date of publication2016-08-11 18:40:22
MaintainerShenghai Dai <dais@indiana.edu>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("TestDataImputation")

Popular man pages

EMimpute: EM Imputation
ImputeTestData: This main function imputes for missing responses using...
ItemMean: Item Mean (IM) Imputation
Listwise: Listwise Deletion (LW)
LogsticReg: Logistic Regression (LR) Imputation
test.data: Example test data
Twoway: Two-Way Imputation (TW)
See all...

All man pages Function index File listing

Man pages

EMimpute: EM Imputation
ImputeTestData: This main function imputes for missing responses using...
ItemMean: Item Mean (IM) Imputation
Listwise: Listwise Deletion (LW)
LogsticReg: Logistic Regression (LR) Imputation
PersonMean: Person Mean Imputation (PM)
test.data: Example test data
TreatIncorrect: Treat missing responses as incorrect (IN)
Twoway: Two-Way Imputation (TW)

Functions

EMimpute Man page Source code
ImputeTestData Man page Source code
ItemMean Man page Source code
Listwise Man page Source code
LogsticReg Man page Source code
PersonMean Man page Source code
TreatIncorrect Man page Source code
Twoway Man page Source code
test.data Man page

Files

NAMESPACE
data
data/test.data.rda
R
R/TwoWay.r
R/EMimpute.r
R/TreatIncorrect.r
R/LogisticReg.r
R/Listwise.r
R/ItemMean.r
R/PersonMean.r
R/ImputeTestData.r
MD5
DESCRIPTION
man
man/test.data.Rd
man/PersonMean.Rd
man/Listwise.Rd
man/TreatIncorrect.Rd
man/ItemMean.Rd
man/LogsticReg.Rd
man/Twoway.Rd
man/ImputeTestData.Rd
man/EMimpute.Rd
TestDataImputation documentation built on May 19, 2017, 10:24 p.m.

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