Titlebook: Between Data Science and Applied Data Analysis; Proceedings of the 2 Martin Schader,Wolfgang Gaul,Maurizio Vichi Conference proceedings 200

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Between Data Science and Applied Data Analysis978-3-642-18991-3Series ISSN 1431-8814 Series E-ISSN 2198-3321

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surrogate

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Wireless Technology for Vehicles,orms part of the analysis. In this paper we argue that variable selection and outlier identification should not be done sequentially, but should rather be integrated. We investigate an integrated approach, and compare its classification performance to that of a sequential approach in a limited simulation study.

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Sara Santos,Teresa Galv?o Dias,Thiago Sobralt on the classification of other units. We use plots of the Mahalanobis distances of the individual observations during the search to obtain our classification. Normality of the data is important, so we present a multivariate form of the Box-Cox family of transformations, of course combined with the

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