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stat.ME2026
The Quantification of Replicability
Ester Alongi, Gianmarco Altoè, Giovanni Parmigiani
What does it mean to measure the replicability of scientific results? Is it merely determining whether results are consistent across studies? Much of the existing literature on rep…
stat.ME2026
Leave-one-out testing for node-level differences in Gaussian graphical models
Davide Benussi, Ester Alongi, Erika Banzato
We study two-sample equality testing in Gaussian graphical models. Classical likelihood ratio tests on decomposable graphs admit clique-wise factorizations, offering limited locali…