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emIRT
View on CRAN: Click
here
Download and install emIRT package within the R console
Install from CRAN:
install.packages("emIRT")
Install from Github:
library("remotes")
install_github("cran/emIRT") Install by package version:
library("remotes")
install_version("emIRT", "0.0.15") Attach the package and use:
library("emIRT")
Maintained by
Kosuke Imai
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All associated links for this package
First Published: 2015-03-01
Latest Update: 2024-07-06
Description:
Various Expectation-Maximization (EM) algorithms are implemented for item
response theory (IRT) models. The package includes IRT models for binary and ordinal
responses, along with dynamic and hierarchical IRT models with binary responses. The
latter two models are fitted using variational EM. The package also includes
variational network and text scaling models. The algorithms are described in Imai, Lo,
and Olmsted (2016) .
How to cite:
Kosuke Imai (2015). emIRT: EM Algorithms for Estimating Item Response Theory Models. R package version 0.0.15, https://cran.r-project.org/web/packages/emIRT. Accessed 06 Oct. 2026.
Previous versions and publish date:
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Other R packages that emIRT depends,
imports, suggests or enhances
Complete documentation for emIRT
Functions, R codes and Examples using
the emIRT R package
Some associated functions: AsahiTodai . binIRT . boot_emIRT . convertRC . dwnom . dynIRT . getStarts . hierIRT . makePriors . manifesto . mq_data . networkIRT . ordIRT . poisIRT . ustweet .
Some associated R codes: binIRT.R . bootstrap.R . convertRC.R . dynIRT.R . getStarts.R . hierIRT.R . makePriors.R . networkIRT.R . ordIRT.R . poisIRT.R . print.R . zzz.R . Full emIRT package functions and examples
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