Other packages > Find by keyword >

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]
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 05 May. 2025.
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
View TestDataImputation citation profile
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
Downloads during the last 30 days
04/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for TestDataImputation051015202530354045TrendBars

Today's Hot Picks in Authors and Packages

affinitymatrix  
Estimation of Affinity Matrix
Tools to study sorting patterns in matching markets and to estimate the affinity matrix of both the ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency  
aspline  
Spline Regression with Adaptive Knot Selection
Perform one-dimensional spline regression with automatic knot selection. This package uses a penali ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ClickHouseHTTP  
A Simple HTTP Database Interface to 'ClickHouse'
'ClickHouse' () is an open-source, high performance columnar OLAP (online ...
Download / Learn more Package Citations See dependency  
helloJavaWorld  
Hello Java World
A dummy package to demonstrate how to interface to a jar file that resides inside an R package. ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA