Missing data in amortized simulation-based neural posterior estimation
Fig 5
Results for the sinusoidal model with uniformly sampled missing time steps.
Top: Posterior distributions. Bottom: Posterior predictive checks. Two data sets at parameters [0.2, −0.4] (Data set 1, left, n⌀ = 15) and [0.95, 0.1] (Data set 2, right, n⌀ = 20) are shown.