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stat.ME2026
Informed Asymmetric Dirichlet Priors for Multivariate Bernoulli Mixture Models
Luisa Ferrari, Maria Franco Villoria, Garritt L. Page +1
Clustering multivariate binary data is of interest in many scientific fields, including ecology, biomedicine, and social policy. Beyond heuristic clustering algorithms, such data c…
stat.ME2025
A Standardization Procedure to Incorporate Variance Partitioning Based Priors in Latent Gaussian Models
Luisa Ferrari, Massimo Ventrucci
Latent Gaussian Models (LGMs) are a subset of Bayesian Hierarchical models where Gaussian priors, conditional on variance parameters, are assigned to all effects in the model. LGMs…