sequential Monte Carlo

Island filters for partially observed spatiotemporal systems

Statistical inference for high-dimensional partially observed, nonlinear, stochastic processes is a methodological challenge with applications including spatiotemporal analysis of epidemiological and ecological systems. Standard particle filter …