27.5 Model Selection

https://en.wikipedia.org/wiki/Model_selection

Minimum message length https://en.wikipedia.org/wiki/Minimum_message_length

Minimum description length https://en.wikipedia.org/wiki/Minimum_description_length

27.5.1 Information Criteria

27.5.1.1 Akaike information criterion (AIC)

27.5.1.2 Bayesian information criterion (BIC)

27.5.1.3 Quasi Information Criterion (QIC)

Quasi-likelihood under the independence model criterion

https://journals.sagepub.com/doi/pdf/10.1177/1536867X0700700205

27.5.1.4 Deviance information criterion (DIC)

27.5.1.5 Focused information criterion (FIC)

27.5.1.6 Hannan–Quinn information criterion (HQC)

27.5.1.7 Watanabe–Akaike information criterion (WAIC)

https://en.wikipedia.org/wiki/Hannan%E2%80%93Quinn_information_criterion