A new EM variant estimates 2PL IRT discrimination and difficulty parameters by ordinary least squares on the logit of posterior expected proportions, with simulations matching mirt.
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On an EM-based closed-form solution for 2 parameter IRT models
A new EM variant estimates 2PL IRT discrimination and difficulty parameters by ordinary least squares on the logit of posterior expected proportions, with simulations matching mirt.