Fig. 5
From: A new Bayesian piecewise linear regression model for dynamic network reconstruction
Results for synthetic RAF pathway data. We distinguish 8 coupling scenarios \((\delta _1=0,\delta _2,\delta _3,\delta _4)\). a Each histogram has three bars for the average AUC differences between the partially coupled model (M3) and the other models: ‘M3 versus M2 [= Coupled]’ (white), ‘M3 versus M4 [= Generalised]’ (black), and ‘M3 versus M1 [= Uncoupled]’ (grey). The error bars indicate t-test confidence intervals. b Diagnostic for the partially coupled model (M3): The bars give the posterior probabilities \(p(\delta _h=1|\mathcal {D})\) that segment h is coupled to \(h-1\) (\(h=2,3,4\))