40 citations · 41 across the 6 of their papers we have counts for
6 papers
Bayesian Analysis of Beta Autoregressive Moving Average Models
Aline Foerster Grande, Guilherme Pumi, Gabriela Bettella Cybis
This work presents a Bayesian approach for the estimation of Beta Autoregressive Moving Average (ARMA) models. We discuss standard choice for the prior distributions and employ…
Sparse precision matrix estimation in phenotypic trait evolution models
Felipe G. Pinheiro, Taiane S. Prass, Gabriel W. Hassler +2
Phylogenetic trait evolution models allow for the estimation of evolutionary correlations between a set of traits observed in a sample of related organisms. By directly modeling th…
Clustering inference in multiple groups
Debora Zava Bello, Marcio Valk, Gabriela Bettella Cybis
Inference in clustering is paramount to uncovering inherent group structure in data. Clustering methods which assess statistical significance have recently drawn attention owing to…
U-statistical inference for hierarchical clustering
Marcio Valk, Gabriela Bettella Cybis
Clustering methods are a valuable tool for the identification of patterns in high dimensional data with applications in many scientific problems. However, quantifying uncertainty i…
Clustering and Classification of Genetic Data Through U-Statistics
Gabriela Bettella Cybis, Marcio Valk, Silvia Regina Costa Lopes
Genetic data are frequently categorical and have complex dependence structures that are not always well understood. For this reason, clustering and classification based on genetic…
Assessing phenotypic correlation through the multivariate phylogenetic latent liability model
Gabriela B. Cybis, Janet S. Sinsheimer, Trevor Bedford +3
Understanding which phenotypic traits are consistently correlated throughout evolution is a highly pertinent problem in modern evolutionary biology. Here, we propose a multivariate…