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A Two-Parameter IRT Model With Ability-Based Guessing: Estimation Using the Stochastic EM Algorithm

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Journal of Educational and Behavioral Statistics

Published online on

Abstract

Journal of Educational and Behavioral Statistics, Ahead of Print.
In this paper, we propose a two-parameter normal ogive model with ability-based guessing (2PNO-AG), which extends the one-parameter logistic AG (1PL-AG) model by allowing item discrimination parameters to vary across items. To facilitate parameter ...