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A. Vehtari

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Preprint Sep 2026

Approximating Bayesian leave-one-group-out cross-validation

When data are grouped, hierarchical or multilevel models are commonly used to account for group-level variation with group-specific parameters. Leave-one-group-out cross-validation (LOGO-CV) is a suitable tool for evaluating predictive performance for new groups, providing an estimator of the expected log predictive de...

A. Riha, Svenja Jedhoff, Paul-Christian Bürkner et al. · 0 citations

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