The EM Algorithm

In the world of model-based inference, unobserved parameters give rise to observed data. There are a number of ways of estimating these parameters; among the most »

Hierarhical Modeling

The Setup Let's look at an example of making inference using hierarchical modeling. The example we'll use is the rat tumor data set from Gelman's Bayesian »