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stat.ME2025
Estimating the Effects of Heatwaves on Health: A Causal Inference Framework
Giulio Grossi, Leo Vanciu, Veronica Ballerini +2
The harmful relationship between heatwaves and health has been extensively documented in medical and epidemiological literature. However, most evidence is associational and cannot…
stat.ME2025
Spatial vertical regression for spatial panel data: Evaluating the effect of the Florentine tramway's first line on commercial vitality
Giulio Grossi, Alessandra Mattei, Georgia Papadogeorgou
Synthetic control methods are commonly used in panel data settings to evaluate the effect of an intervention. In many of these cases, the treated and control units correspond to sp…
stat.ME2023
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…