A diffusion-based kernel density estimator (diffKDE, version 1) with optimal bandwidth approximation for the analysis of data in geoscience and ecological research

<p>Probability density functions (PDFs) provide information about the probability of a random variable taking on a specific value. In geoscience, data distributions are often expressed by a parametric estimation of their PDF, such as, for example, a Gaussian distribution. At present there is g...

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Bibliographic Details
Main Authors: M.-T. Pelz, M. Schartau, C. J. Somes, V. Lampe, T. Slawig
Format: Article
Language:English
Published: Copernicus Publications 2023-11-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/16/6609/2023/gmd-16-6609-2023.pdf

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