Missing data in amortized simulation-based neural posterior estimation
Fig 7
Parameter-dependent missingness for a modified conversion reaction model.
Left: Visualization of the data generation process. Right: Posterior approximations using the encoding “Augment by 0/1” for three data sets at ground truth parameters [−0.75, 0.6] (Data set 1), [−0.6, 0.3] (Data set 2) and [−1.1, 0.7] (Data set 3).