2 papers
stat.ME2026
Species Sensitivity Distribution revisited: a Bayesian nonparametric approach
Louise Alamichel, Julyan Arbel, Guillaume Kon Kam King +1
We present a novel approach to ecological risk assessment by recasting the Species Sensitivity Distribution (SSD) method within a Bayesian nonparametric (BNP) framework. Widely man…
math.ST2024
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…