Anecdotal evidence is evidence (hence the name). You just can't apply the usual statistical methods that assume the evidence was sampled perfectly randomly from an effectively infinite population. Empirical evidence rarely lives up to the theoretical requirements, either, but that doesn't stop science from progressing.