Fig. 2
From: A new Bayesian piecewise linear regression model for dynamic network reconstruction
Graphical representation of the new partially coupled model (M3). Parameters that have to be inferred are represented by white circles. The data and the fixed hyperparameters are represented by grey circles. The two rectangles indicate definitions, which depend on the parent nodes. Circles and definitions within the plate are segment-specific. For each segment the model infers if the prior for \(\varvec{{w}}_h\) is coupled to (\(\delta _h=1\)) or uncoupled from (\(\delta _h=0\)) the preceding segment \(h-1\)