An iterated block particle filter for inference on coupled dynamic systems with shared and unit-specific parameters

Edward L. Ionides, Ning Ning, Jesse Wheeler

We consider inference for a collection of partially observed, stochastic, interacting, nonlinear dynamic processes. Each process is identified with a label called its unit, and our…