Two Equivalent Representations of the Same Probabilistic Graphical Model

<p>The left panel shows the full model, and the right panel shows the same model expressed in compact form. Nodes denote random variables; observed random variables are shaded while latent random variables are not; edges denote possible dependences. The box in the right panel is called a <i>plate</i>; it denotes independent and identically distributed replicates.