FedIRT
Federated Item Response Theory Models
Integrate Item Response Theory (IRT) and Federated Learning to estimate traditional IRT models, including the 2-Parameter Logistic (2PL) and the Graded Response Models, with enhanced privacy. It allows for the estimation in a distributed manner without compromising accuracy. A user-friendly 'shiny' application is included.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.1.0 |
rolling source/ R- | FedIRT_1.1.0.tar.gz |
43.3 KiB |
1.1.0 |
latest source/ R- | FedIRT_1.1.0.tar.gz |
43.3 KiB |
1.1.0 |
2026-04-23 source/ R- | FedIRT_1.1.0.tar.gz |
43.3 KiB |
1.1.0 |
2026-04-09 windows/windows R-4.5 | FedIRT_1.1.0.zip |
150.2 KiB |