Upper left: Log₁₀ [Prior × Likelihood] versus iterations for the 8 signal apodized Keplerian model used to fit system 2. Upper right: Log₁₀ [Prior × Likelihood] versus period showing the 8 periods detected. Middle left: values of the 8 unknown period parameters versus iteration number. Middle right: eccentricity parameters versus period parameters. Lower left: apodization window for each signal (gray trace for MAP values of the apodization time constant τ and the apodization window center time t_a, black for a representative set of samples which is mainly hidden below the gray). Lower right: apodization time constant versus apodization window center time for each signal (Credit: Gregory 2016).