Reasoning under uncertainty: Developing statistical reasoning

Many high school and college statistics courses, however, do not teach statistical reasoning effectively. Rather than helping students understand how to interpret the statistical statements they encounter, these courses focus upon statistical formulas and tests. We believe that the conventional approach not only leaves students confused about fundamental statistical concepts, but also makes the mathematics involved in statistics more rather than less obscure.