116
Issues to be Addressed
Choice of probability model for data
•For
unified approach to make sense, the frequentist and Bayesian
should use the same conditional distribution of the data
–“Law
of the Unconscious Frequentist”:
•Gravitate
toward models with good nonparametric behavior
Choice of prior distributions
•Everyone
brings their own