multiple hypothesis tests

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    when does multiple comparisons become a consideration?

    Typically in research you collect data to test a specific a priori hypothesis. But nowadays many people generate hypotheses and then access appropriate datasets in online databases that have already been sampled and stored for general use. Is it valid to keep generating & testing new hypotheses...