Component-wise iterative ensemble Kalman inversion for static Bayesian models with unknown measurement error covariance

Imke Botha, Matthew P. Adams, Dang Khuong Tran +2

The ensemble Kalman filter (EnKF) is a Monte Carlo approximation of the Kalman filter for high dimensional linear Gaussian state space models. EnKF methods have also been developed…