Inferential StatisticsWho said statistics were boring? Using magic and circus motifs, this program demonstrates the significance of probability theory and the importance of using the correct test to analyze research data. Host Amy and her friend Matt the Magician guide viewers through the need to make probability statements, and along with a team of students, use juggling skills to explore choice of test. Setting significance levels, tests of difference, the sign test, degrees of freedom, Yates correction, expected frequencies, parametric tests, and plastic interval scales are explored. Supporting graphics and animation enliven each discussion point and set up questions posed to viewers.