Moore (in press) recommends that students need only an informal grasp of probability in order
to follow the reasoning of statistical inference. This understanding would develop from
experiences with chance behavior starting with devices (e.g., coins and dice) and leading to
computer simulations. In this way students should gain an understanding of a few key ideas
(Garfield, 1995b). These ideas include: