1 citations · 1 across the 3 of their papers we have counts for
3 papers
Bayesian principal stratification with longitudinal data and truncation by death
Giulio Grossi, Marco Mariani, Alessandra Mattei +1
In many causal studies, outcomes are censored by death, in the sense that they are neither observed nor defined for units who die. In such studies, the focus is usually on the stra…
Potential outcome approach to causal inference in assessing the short term impact of air pollution on mortality
Michela Baccini, Alessandra Mattei, Fabrizia Mealli +2
The opportunity to assess short term impact of air pollution relies on the causal interpretation of the exposure-outcome association, but up to now few studies explicitly faced thi…
Improving Inference of Gaussian Mixtures Using Auxiliary Variables
Andrea Mercatanti, Fan Li, Fabrizia Mealli
Expanding a lower-dimensional problem to a higher-dimensional space and then projecting back is often beneficial. This article rigorously investigates this perspective in the conte…