On the marginal likelihood and crossvalidation

In Bayesian statistics, the marginal likelihood, also known as the evidence, is used to evaluate model fit as it quantifies the joint probability of the data under the prior. In contrast, non-Bayesian models are typically compared using cross-validation on held-out data, either through k-fold partit...

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المؤلفون الرئيسيون: Fong, E, Holmes, CC
التنسيق: Journal article
اللغة:English
منشور في: Oxford University Press 2020