Multidimensional Latent Class Item Response Theory Models
Overview
Framework for the Item Response Theory analysis of dichotomous and ordinal polytomous outcomes under the assumption of multidimensionality and discreteness of the latent traits. The fitting algorithms allow for missing responses and for different item parameterizations and are based on the Expectation-Maximization paradigm. Individual covariates affecting the class weights may be included in the new version (since 2.1).
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 25includes a package overview page
- Examples that run
- 70%7 run in a plain check · 3 never run
- Exported functions with examples
- 32%
- Documented parameters
- 99%
- Return-value docs
- 73%
- Help pages citing references
- 52%
Downloads
Dependencies
Installing MultiLCIRT adds 3 packages (3 with compiled code, 1.2 MB of source tarballs). Heaviest: limSolve 708 KB, lpSolve 457 KB, quadprog 35 KB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- unarchivedReturned to CRAN2025-06-28
- 2.12Latest
- archivedRemoved from CRAN2025-06-02requires archived package 'limSolve'
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 2.112017-06-06 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+added 22 exports
aggr_data, class_item, compare_models, est_multi_glob, est_multi_poly_clust, est_multi_poly, inv_glob, lk_obs_score_clust, lk_obs_score, matr_glob, print.class_item, print.est_multi_poly_clust, print.est_multi_poly, print.test_dim, prob_multi_glob, search.model, standard.matrix, summary.class_item, summary.est_multi_poly_clust, summary.est_multi_poly, summary.test_dim, test_dim - RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- 2.102016-04-13 · diff ↗
Show 14 earlier eventsHide 14 earlier events
- RR 3.2.0 released · 2015-04-16
- 2.92015-02-15 · diff ↗
- 2.72014-06-22 · diff ↗
- RR 3.1.0 released · 2014-04-10
- 2.62014-01-21 · diff ↗
- 2.52013-08-16 · diff ↗
- 2.42013-04-13 · diff ↗
- RR 3.0.0 released · 2013-04-03
- 2.32013-03-03 · diff ↗
- 2.22013-01-28 · diff ↗
- 2.12012-12-11 · diff ↗
- 2.02012-11-18 · diff ↗
- 1.02012-06-25
- RR 2.15.0 released · 2012-03-30
Package metadata
- First published
- 2012-06-25
- Total releases
- 13 / 14 yrs
- License
- GPL (>= 2) OSI
- Minimum R
- ≥ 2.0.0
- Bundled data
- 5.7 KB / 2 files
- Download size
- 39 KB
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