Page "Likelihood function" Paragraph 37

Note: This is not the same as the probability that those parameters are the right ones, given the observed sample.

Attempting to interpret the likelihood of a hypothesis given observed evidence as the probability of the hypothesis is a common error, with potentially disastrous real-world consequences in medicine, engineering or jurisprudence.

See prosecutor's fallacy for an example of this.