Package: subscore 3.3

subscore: Computing Subscores in Classical Test Theory and Item Response Theory

Functions for computing test subscores using different methods in both classical test theory (CTT) and item response theory (IRT). This package enables three types of subscoring methods within the framework of CTT and IRT, including (1) Wainer's augmentation method (Wainer et. al., 2001) <doi:10.4324/9781410604729>, (2) Haberman's subscoring methods (Haberman, 2008) <doi:10.3102/1076998607302636>, and (3) Yen's objective performance index (OPI; Yen, 1987) <https://www.ets.org/research/policy_research_reports/publications/paper/1987/hrap>. It also includes functions to compute Proportional Reduction of Mean Squared Errors (PRMSEs) in Haberman's methods which are used to examine whether test subscores are of added value. In addition, the package includes a function to assess the local independence assumption of IRT with Yen's Q3 statistic (Yen, 1984 <doi:10.1177/014662168400800201>; Yen, 1993 <doi:10.1111/j.1745-3984.1993.tb00423.x>).

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

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subscore.pdf |subscore.html
subscore/json (API)

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

Peer review:

Datasets:
  • TIMSS11G8M.data - The 2011 TIMSS Grade 8 Mathematics Assessment Dataset
  • scored.data - Sample scored data
  • test.data - A list of objects that include both test information and subscores.

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.04 score 1 stars 11 scripts 275 downloads 1 mentions 9 exports 34 dependencies

Last updated 3 years agofrom:e84c61801a. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-winOKNov 12 2024
R-4.5-linuxOKNov 12 2024
R-4.4-winOKNov 12 2024
R-4.4-macOKNov 12 2024
R-4.3-winOKNov 12 2024
R-4.3-macOKNov 12 2024

Exports:CTTsubdata.prepsubscore.corrsubscore.ssubscore.sxsubscore.Wainersubscore.xYen.OPIYen.Q3

Dependencies:admiscbootCDMclicocorCTTexpmfansigenericsglueirtoyslatticelifecycleltmmagrittrMASSMatrixmsmmvtnormpbapplypbvpillarpkgconfigpolycorRcppRcppArmadillorlangsirtsmsurvivalTAMtibbleutf8vctrs