Web Reference: Overall, our study highlights the benefits of adopting a standard density estimation approach for estimating transfer operators, particularly in the context of data-driven analysis methods for complex systems. We compare the performance of histogram density estimation (HDE) and kernel density estimation (KDE) methods and find that KDE generally outperforms HDE in terms of accuracy. However, it is important to note that KDE exhibits limitations around boundary points and jumps. Aug 1, 2022 · We compare the performance of Histogram Density Estimation (HDE) and Kernel Density Estimation (KDE) methods and find that KDE generally outperforms HDE in terms of accuracy.
YouTube Excerpt: Erik Bollt, Clarkson University July 12, 2024 Fourth Symposium on Machine
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