A Least-Squares Approach to Sample-Based Prior Elicitation
An expert who supplies examples of a quantity often also signals how plausible each one is; when is that signal worth using? We study eliciting a Bayesian prior from an expert who provides example points together with their approximate likelihoods. We propose fitting the prior by least squares--minimizing the squared d...