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stat.CO2026
Implementation and Workflows for INLA-Based Approximate Bayesian Structural Equation Modelling
Haziq Jamil, Håvard Rue
Bayesian structural equation modelling (BSEM) offers many advantages such as principled uncertainty quantification, small-sample regularisation, and flexible model specification. H…
stat.CO2022
Leave-group-out cross-validation for latent Gaussian models
Zhedong Liu, Janet Van Niekerk, Haavard Rue
Evaluating the predictive performance of a statistical model is commonly done using cross-validation. Among the various methods, leave-one-out cross-validation (LOOCV) is frequentl…