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On the classification and treatment of outliers in a spatial context: A Bayesian Updating approach

On the classification and treatment of outliers in a spatial context: A Bayesian Updating approach

Checking and treating extreme values is commonplace in modelling workflows. The main methods to manage outliers may be categorized into graphical, Kriging- and simulation-based approaches. While graphical methods usually classify outliers from a global perspective, geostatistical methods evaluate outliers in a local context. Ordinary-Kriging based approaches are affected by conditional …