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I know of students who seem to be able to get their minds around
the concepts of a simulation very rapidly. They find simulations quite
illuminating.
Then there are students who are left cold by staring at a computer screen,
especially if the only output is in the form of numbers and graphs.
Listening to a Geiger counter and taking data to illustrate the
statistical point may reach those students much more quickly and effectively
than using Excel.
Finally, as instructors we need to note that students take on our own biases
very quickly. If we (or a prior instructor) talk up experiment as the
ultimate authority, then students will find experiments striking. If instead
we talk up the mathematics, then elegant presentations may have great
impact.