Implications between learning outcomes in elementary bayesian inference

In this research implicative analysis served to study some previous hypotheses about the interrelationships in students' understanding of different concepts and procedures after 12 hours of teaching elementary Bayesian inference. A questionnaire made up of 20 multiple choice items was used to assess learning of 78 psychology students. Results suggest four groups of interrelated concepts: conditional probability, logic of statistical inference, probability models and random variables.