lsasim: Functions to Facilitate the Simulation of Large Scale Assessment Data

Provides functions to simulate data from large-scale educational assessments, including background questionnaire data and cognitive item responses that adhere to a multiple-matrix sampled design. The theoretical foundation can be found on Matta, T.H., Rutkowski, L., Rutkowski, D. et al. (2018) <doi:10.1186/s40536-018-0068-8>.

Version: 2.1.5
Depends: R (≥ 3.6.0)
Imports: mvtnorm, cli, methods, polycor
Suggests: testthat, knitr, formatR, rmarkdown, NAEPirtparams
Published: 2024-05-06
DOI: 10.32614/CRAN.package.lsasim
Author: Tyler Matta [aut], Leslie Rutkowski [aut], David Rutkowski [aut], Yuan-Ling Linda Liaw [aut], Kondwani Kajera Mughogho [ctb], Waldir Leoncio [aut, cre], Sinan Yavuz [ctb], Paul Bailey [ctb]
Maintainer: Waldir Leoncio <w.l.netto at>
License: GPL-3
NeedsCompilation: no
Materials: NEWS
CRAN checks: lsasim results


Reference manual: lsasim.pdf
Vignettes: Ex. 1 - Background questionnaire generation
Ex. 2 - Understanding the elements in output
Ex. 3 - Retrieving regression coefficients
Ex. 4 - Generating cluster samples


Package source: lsasim_2.1.5.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): lsasim_2.1.5.tgz, r-oldrel (arm64): lsasim_2.1.5.tgz, r-release (x86_64): lsasim_2.1.5.tgz, r-oldrel (x86_64): lsasim_2.1.5.tgz
Old sources: lsasim archive


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