Posterior Consistency in Parametric Models via a Tighter Notion of Identifiability

Nicola Bariletto, Bernardo Flores, Stephen G. Walker

We study Bayesian posterior consistency in parametric density models with proper priors, challenging the perception that the problem is settled. Classical results established consi…