CAT Item Bank Calibration with New Structured Matrix Completion Based Methods

• In Event: IRT calibrations

Abstract

To address the challenges of calibrating an item bank with small sample sizes, this study proposed new methods based on structured matrix completion without assumptions for the missing mechanism. From a simulation study, the proposed methods led to better item parameter estimations than the baseline methods.

Authors

• Yawei Shen

• Shiyu Wang