443 citations · 448 across the 4 of their papers we have counts for
Showing 2022 · math.STShow all
2 papers · 2 filters
math.ST2022★ 1 cited
Bayesian mixture models (in)consistency for the number of clusters
Louise Alamichel, Daria Bystrova, Julyan Arbel +1
Bayesian nonparametric mixture models are common for modeling complex data. While these models are well-suited for density estimation, recent results proved posterior inconsistency…
math.ST2022★ 4 cited
Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm
Marion Naveau, Guillaume Kon Kam King, Renaud Rincent +2
High-dimensional variable selection, with many more covariates than observations, is widely documented in standard regression models, but there are still few tools to address it in…