Timeline for Difference between Bayesian Information Criteria and Approximate Bayesian Computation as model selection
Current License: CC BY-SA 4.0
4 events
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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 |