Fig. 7
From: A new Bayesian piecewise linear regression model for dynamic network reconstruction
Analysis of the real yeast data. (a) For each run length, \(V\in \{100,1000,10{,}000,100{,}000\}\) we performed 15 RJMCMC simulations with the partially coupled model (M3). We used the hyperparameter \(p=0.05\) for the changepoint prior. For each V there is a scatter plot where the simulation-specific edge scores (vertical axis) are plotted against the average scores for that V (horizontal axis). (b) We implemented the models M1–M4 with different hyperparameters p of the geometric distribution for the distance between changepoints. For each p the bars show the model-specific average AUC scores. The error bars indicate standard deviations