Imke Botha

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

2023 · Inverse Problems

Abstract 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 for parameter inference of static Bayesian …