Figure 1.

Directed acyclic graph illustrating relationships between data and parameters in the multi-level Bayesian model. Squares are data and circles are parameters. Solid lines are stochastic relationships and dashed lines are deterministic. Note that $F_{k,j=1}$ is transformed data (dashed lines) that is also used as the response variable for a stochastic regression model (solid lines).