162 citations · 488 across the 53 of their papers we have counts for
3 papers · 1 filter
Bayesian Mixed Effects Models for Zero-inflated Compositions in Microbiome Data Analysis
Boyu Ren, Sergio Bacallado, Stefano Favaro +3
Detecting associations between microbial compositions and sample characteristics is one of the most important tasks in microbiome studies. Most of the existing methods apply univar…
Discussions of the paper "Sparse graphs using exchangeable random measures" by F. Caron and E. B. Fox
Julyan Arbel, Marco Battiston, Stefano Favaro +5
These are written discussions of the paper "Sparse graphs using exchangeable random measures" by François Caron and Emily B. Fox, contributed to the Journal of the Royal Statistica…
Approximating predictive probabilities of Gibbs-type priors
Julyan Arbel, Stefano Favaro
Gibbs-type random probability measures, or Gibbs-type priors, are arguably the most "natural" generalization of the celebrated Dirichlet prior. Among them the two parameter Poisson…