Figure 4
Results of Bayesian model selection among models K = 1–4 for varying rS values. Panel A shows the posterior probability for each model using data generated with a pseudo-measurement time of T = 1, and panel B shows results for T = 0.1. In cases (a)–(f) and (g)–(l), the scale ratio rS is displayed in descending order for T = 1 and T = 0.1, respectively. The height of each bar corresponds to the average values calculated for ten data sets generated with different random seeds, with maximum and minimum values shown as error bars. Areas highlighted in red indicate cases where, on average, the highest probability was found for the true model with K = 2, while blue backgrounds indicate that models other than K = 2 were associated with the highest probability on average. |