If all of those people who got abducted claims were true there should be some evidence somewhere and that lack of evidence, while not actually proving them wrong, definitely shifts the probabilities against them. It's like with Santa Claus, it's very hard to prove that he doesn't exist but the lack of evidence for him at all is very telling.