Nested Gaussian filters for recursive Bayesian inference and nonlinear tracking in state space models

Sara Pérez-Vieites, Joaquín Míguez

We introduce a new sequential methodology to calibrate the fixed parameters and track the stochastic dynamical variables of a state-space system. The proposed method is based on th…