Posterior predictive distributions obtained by fitting a "spiky" light curve using the cosine kernel (red solid line and shaded region) and periodic kernel (blue solid line and shaded region) defined in Equations 7 and 8, respectively. The light curve is made sparser with respect to the light curve shown in Figure B.1 by the introduction of gaps in the data. The time t and signal f(t) are reported in arbitrary units.