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Search: authors:"Georgia Papacharalampous"

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One-step ahead forecasting of geophysical processes within a purely statistical framework

The simplest way to forecast geophysical processes, an engineering problem with a widely recognized challenging character, is the so-called “univariate time series forecasting” that can be implemented using stochastic or machine learning regression models within a purely statistical framework. Regression models are in general fast-implemented, in contrast to the computationally...