Inference for a constrained parameter in presence of an uncertain constraint

Éric Marchand, Theodoros Nicoleris

We describe a hierarchical Bayesian approach for inference about a parameter $\theta$ lower-bounded by $\alpha$ with uncertain $\alpha$, derive some basic identities for posterior analysis about…