ABSTRACT

CHAPTER 6

Assessing Model Quality

6.1 Motivation

The third step in Bayesian analysis is to evaluate the model t to the

data and determine the sensitivity of the posterior distribution to the as-

sumptions. This is typically an interactive and iterative process in which

dierent approaches are taken until there is reasonable evidence that the

conclusions are both statistically reliable and stable under modest changes

in the assumptions.