Item Response Theory Modeling and Scoring for Judgment Data
Overview
Psychometric analysis and scoring of judgment data using polytomous Item-Response Theory (IRT) models, as described in Myszkowski and Storme (2019) doi:10.1037/aca0000225 and Myszkowski (2021) doi:10.1037/aca0000287. A function is used to automatically compare and select models, as well as to present a variety of model-based statistics. Plotting functions are used to present category curves, as well as information, reliability and standard error functions.
- New all.mirt.objects slot in
jrtobjects to store all mirt objects created during the automatic estimation process, to facilitate further analysis without needing to re-fit the models. - Argument to change the x and y axis titles in the
info.plot()function. - Removed the
irrdependency.additional.stats = TRUEnow reports selectedpsych-based reliability indices and no longer reports Fleiss kappa or ICC values. - Updated line geoms to use
linewidth, avoiding theggplot23.4.0 deprecation warning for thesizeaesthetic. - Vignette and warning/note improvements, including clearer warning messages when judges have unobserved response categories.
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-05-02
- ERROR11 OK, 1 ERROR2026-04-25
- OK14 OK2026-03-10
Documentation
- Help pages
- 7
- Examples that run
- 100%3 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 99%
- Return-value docs
- 100%
- Help pages citing references
- 43%
- Using `jrt` HTML
Downloads
Dependencies
Installing jrt adds 82 packages (40 with compiled code, 60 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- 1.2.0Latest
- RR 4.6.0 released · 2026-04-24
- 1.1.32025-07-31 · diff ↗
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 1.1.22023-04-13 · diff ↗
- 1.1.12022-10-08 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 1.1.02021-12-10 · diff ↗
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- 1.0.12019-05-06 · diff ↗
- RR 3.6.0 released · 2019-04-26
- 1.0.02019-01-04
- RR 3.5.0 released · 2018-04-23
Package metadata
- First published
- 2019-01-04
- Total releases
- 7 / 7 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.5.0
- Bundled data
- 4.7 KB / 2 files
- Download size
- 1.3 MB
Cite
Cite this package
Run in R for the authors' entry:
citation("jrt")The package provides a citation file, so citation() returns the authors' own entry.
It points to 10.1037/aca0000287.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.