Titlebook: Mathematical Geosciences; Hybrid Symbolic-Nume Joseph L. Awange,Béla Paláncz,Lajos V?lgyesi Textbook 20181st edition Springer International

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Support Vector Machines (SVM)In statistical learning theory (regression, classification, etc.) there are many regression models, such as algebraic polynomials,

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Symbolic RegressionThe symbolic regression SR can be considered as a broad generalization of the class of Generalized Linear Models (GLM).

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Quantile RegressionIn order to introduce this type of regression method, we shall consider some real world examples, where the application of traditional regression leads to misleading results. Then the definition of the quantile will be given and illustrated. With this definition, the method of quantile regression can be constructed.

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Stochastic ModelingA . or . is a mathematical object usually defined as a collection of random variables.

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978-3-319-88422-6Springer International Publishing AG 2018

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