3 papers
stat.ME2026
Regression-based approach for natural direct and indirect relative risk in case of multiple mediators
Monia Lupparelli, Arianna Nuti, Giovanni Maria Marchetti +1
Mediation analysis investigates whether part of the treatment effect is channelled through one or more mediators along the causal pathway between the treatment and the primary outc…
stat.ME2026
Causal invariance in graphical models with latent variables
Marco Borriero, Monia Lupparelli, Giovanni M. Marchetti +1
Causal discovery aims to identify causal relationships among variables from observational or interventional data, typically represented by a directed acyclic graph (DAG). The causa…
stat.ME2026
Profile Graphical Models
Alejandra Avalos-Pacheco, Monia Lupparelli, Francesco C. Stingo
We introduce a novel class of graphical models, termed profile graphical models, that represent, within a single graph, how an external factor influences the dependence structure o…