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@NeuroBrittany @LjrCloos @dp_moriarity I don't have much experience with IRT applications to longitudinal data, but I did work with Bayesian alternatives once. See Fox book "Bayesian Item Response Modeling" (chapter 6 or 7, I think) as well as: https://t.c