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• W2025589040 startingPage "023103" @default.
• W2025589040 abstract "When a global model is attempted from experimental data, some preprocessing might be required. Therefore it is only natural to wonder what kind of effects the preprocessing might have on the modeling procedure. This concern is manifested in the form of recurrent frequently asked questions, such as how does the preprocessing affect the underlying dynamics? This paper aims at providing answers to important questions related to (i) data interpolation, (ii) data smoothing, (iii) data-estimated derivatives, (iv) model structure selection, and (v) model validation. The answers provided will hopefully remove some of those doubts and one shall be more confident not only on global modeling but also on various data analyses which may be also dependent on data preprocessing." @default.
• W2025589040 created "2016-06-24" @default.
• W2025589040 creator A5020479409 @default.
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• W2025589040 date "2009-06-01" @default.
• W2025589040 modified "2023-09-23" @default.
• W2025589040 title "Frequently asked questions about global modeling" @default.
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• W2025589040 doi "https://doi.org/10.1063/1.3125705" @default.
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