A Note on a Computationally Efficient Implementation of the EM Algorithm in Item Response Models

This note sketches two computational shortcuts for estimating multidimensional item response models with an expectation-maximization algorithm relying on numerical integration. It is shown that he number of operations required in the E-step can be substantially reduced. As a consequence, software implementations of a modified E-step in the EM algorithm could benefit from performance gains in computation time.