For instance, when testing a drug, your statistical analysis begins with the assumption that the drug does not work; when you observe that lots of the patients taking the drug are doing much better than the patients who are taking a placebo, you revise that assumption. In general, if the chances of randomly observing data at least as extreme as you collect are less than 5 per cent,
