Inference on high-dimensional implicit dynamic models using a guided intermediate resampling filter

Joonha Park, Edward L. Ionides

We propose a method for inference on moderately high-dimensional, nonlinear, non-Gaussian, partially observed Markov process models for which the transition density is not analytic…