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math.ST2026
Some cautionary tales about Bayesian predictive inference
Emanuela Dreassi, Fabrizio Leisen, Luca Pratelli +1
Two misunderstandings, frequently arising in Bayesian predictive inference, are discussed. The first deals with the data generating mechanism, while the second consists in overesti…
math.ST2024
Knockoffs for exchangeable categorical covariates
Emanuela Dreassi, Luca Pratelli, Pietro Rigo
Let be a -variate random vector and a fixed finite set. In a number of applications, mainly in genetics, it turns out that for each $i=1,\ldo…
math.ST2021
Bayesian predictive inference without a prior
Patrizia Berti, Emanuela Dreassi, Fabrizio Leisen +2
Let be a sequence of random observations. Let be the -th predictive distribution and $σ_0(\cdot)=P(X_…