Nested ensemble Kalman filter for static parameter inference in nonlinear state-space models

Andrew Golightly, Sarah E. Heaps, Chris Sherlock +2

The ensemble Kalman filter (EnKF) is a popular technique for performing inference in state-space models (SSMs), particularly when the dynamic process is high-dimensional. Unlike re…