region with the same confidence shrinks. Eventually, either the size of the confidence region is very nearly a single point, or the entire population has been sampled; in both cases, the estimated parameter set is essentially the same as the population parameter set. AIC-based interpretation Under the AIC paradigm, likelihood is interpreted within the context of information theory. See also Notes References Further reading External links Likelihood function at Planetmath Bayesian statistics