Iterated Block Particle Filter for High-dimensional Parameter Learning: Beating the Curse of Dimensionality

Ning Ning, Edward L. Ionides

Parameter learning for high-dimensional, partially observed, and nonlinear stochastic processes is a methodological challenge. Spatiotemporal disease transmission systems provide e…