61 citations · 121 across the 8 of their papers we have counts for
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stat.ME2022★ 6 cited
When Artificial Parameter Evolution Gets Real: Particle Filtering for Time-Varying Parameter Estimation in Deterministic Dynamical Systems
Andrea Arnold
Estimating and quantifying uncertainty in unknown system parameters from limited data remains a challenging inverse problem in a variety of real-world applications. While many appr…
stat.ME2020★ 9 cited
Analyzing the Effects of Observation Function Selection in Ensemble Kalman Filtering for Epidemic Models
Leah Mitchell, Andrea Arnold
The Ensemble Kalman Filter (EnKF) is a popular sequential data assimilation method that has been increasingly used for parameter estimation and forecast prediction in epidemiologic…