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Titlebook: Classification and Multivariate Analysis for Complex Data Structures; Bernard Fichet,Domenico Piccolo,Maurizio Vichi Conference proceeding

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TWO-CLASS Trees for Non-Parametric Regression Analysison with a fast algorithm is applied: the best split of the objects is found in the set of candidate (prospective) splits of each predictor modalities by maximizing the predictability of the two-class response. Some applications on real world cases and a simulation study allow to demonstrate that the
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Optimal Scaling Trees for Three-Way Dataassification and regression trees for three-way data..In this paper we introduce a tree-based method based on optimal scaling in order to account of the presence of non-linear correlated groups of variables. The results of a real world application on Tourist Satisfaction Analysis in Naples will be a
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Bernard Fichet,Domenico Piccolo,Maurizio VichiLatest advances in data analysis methods for multidimensional data.With contributions by international experts.Special attention to new methodological contributions from theoretical and applicative po
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Statistical Models to Predict Academic Churn RiskThis paper describes a research conducted on university students careers. The purpose is to study, describe and prevent the phenomenon of abandonment (churn). Results from predictive models may be employed to start activities of personalized tutoring, aimed at preventing the phenomena
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