Career planning courses are one of the most effective ways to improve career development, and the benefits to career decision-making are well documented. The research base regarding whether career courses contribute to academic outcomes is less well-developed. Although recent findings suggest that career courses may improve retention in the first-…

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)