most citedConvergence of the Square Root Ensemble Kalman Filter in the Large Ensemble Limit

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math.ST2014★ 65 cited

Convergence of the Square Root Ensemble Kalman Filter in the Large Ensemble Limit

Evan Kwiatkowski, Jan Mandel

Ensemble filters implement sequential Bayesian estimation by representing the probability distribution by an ensemble mean and covariance. Unbiased square root ensemble filters use…