How can one interpret a set of P values, which are not adjusted for multiple comparisons?
One has to be very cautious when interpreting a set of P values. It is very easy to get distracted by the smallest P value, and not take into account how large the set of P values is. It is often best to consider these multiple comparisons as a tool to generate hypotheses — hypotheses that can be tested with future, more focussed, experiments.
