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Increasingly, states are considering adaptive through-year assessments. Previous research has examined the effect of theta initialization on simulations when assuming an underlying Normal distribution of student ability. However, observed ability distributions are often non-Normal. This paper extends previous research to look at the effect of ability distribution on multistage simulations.