Posterior distributions for the orbital periods from the analysis of the three targets (left: HD 23079, center: HD 196067, right: HD 86226). The plots show the true inclusion probability (TIP), highlighting the peaks corresponding to the detected inner planets. Because the Keplerian signal of the outer planet is always included in the model, the TIP value for the outer planet period is, by definition, unity.