Modeling Sequential Dependencies in Progressive Matrices: An Auto-Regressive Item Response Theory (AR-IRT) Approach

In this paper, published in Journal of Intelligence, we extend binary item-response models to include auto-regressive sequential dependencies, and show that AR-IRT can improve fit and yield more conservative parameter estimates in progressive matrices data.