7 citations · 7 across the 3 of their papers we have counts for
3 papers
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…
Bayesian Species Distribution Models using Hierarchical Decomposition Priors
Luisa Ferrari, Massimo Ventrucci, Alex Laini
Understanding the relative contributions of environmental, spatial, and temporal processes in shaping species distribution is a central objective in ecology. Bayesian species distr…
PC priors for residual correlation parameters in one-factor mixed models
Massimo Ventrucci, Daniela Cocchi, Gemma Burgazzi +1
Lack of independence in the residuals from linear regression motivates the use of random effect models in many applied fields. We start from the one-way anova model and extend it t…