Filter inference: A scalable nonlinear mixed effects inference approach for snapshot time series data
Fig 12
Information loss II—Choice of filter.
The figure shows inferred population distributions from 120 (top row) and 3000 (bottom row) snapshot measurements, using filter inference with different filter choices and S = 100 simulated individuals. The inferred distributions, , are visualised in blue. The different shades of blue indicate the bulk 20%, 40%, 60% and 80% probability regions. The data-generating distribution is illustrated by black solid lines. The posterior inferred with NLME inference is illustrated by black dashed lines.