This essay contributes to the growing literature on the benefits of using in-class simulations. We find that the use of a simulation in an urban politics class improved student achievement and understanding of theoretical concepts across a range of measures regardless of student GPA or major status. Special care was taken to ensure the simulation…

Bootstrapping methods and random distribution methods are increasingly recommended as better approaches for teaching students about statistical inference in introductory-level statistics courses. The authors examined the effect of teaching undergraduate business statistics students using random distribution and bootstrapping simulations. It is the…

Analysis of a two-way sample of means is considered when corresponding population means are believed a priori to satisfy a partial order restriction. Simulation and the Gibbs sampler are used to summarize posterior distributions, and the posterior distribution is used to predict GPAs of first-year students at University of Iowa. (SLD)