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Jul 10, 2022 at 14:51 comment added Xi'an You should check the literature. BIC is based on a Laplace approximation of the likelihood and is independent of the prior.
Jul 10, 2022 at 7:20 comment added Usman YousafZai So BIC is only named by Bayesian but it is using the component of Information Criterion right ? then why they call it Bayesian or is it just the name ?
Jul 10, 2022 at 1:28 comment added Xi'an Neither AIC nor BIC use the Bayesian component of your analysis, hence ABC would be useless in that setting. ABC per se can return a posterior probability of a model in a model choice perspective. This may actually be the most common usage of ABC.
Jul 9, 2022 at 17:46 history asked Usman YousafZai CC BY-SA 4.0