Nonlinear Bayesian Update via Ensemble Kernel Regression with Clustering and Subsampling

Yoonsang Lee

Nonlinear Bayesian update for a prior ensemble is proposed to extend traditional ensemble Kalman filtering to settings characterized by non-Gaussian priors and nonlinear measuremen…