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Communication Dans Un Congrès Année : 2010

A Clusterwise Center and Range Regression Model for Interval-Valued Data

Résumé

This paper aims to adapt clusterwise regression to interval-valued data. The proposed approach combines the dynamic clustering algorithm with the center and range regression method for interval-valued data in order to identify both the partition of the data and the relevant regression models, one for each cluster. Experiments with a car interval-valued data set show the usefulness of ombining both approaches.
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Dates et versions

hal-01125762 , version 1 (22-03-2020)

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  • HAL Id : hal-01125762 , version 1

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Francisco de A. T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz. A Clusterwise Center and Range Regression Model for Interval-Valued Data. COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.461-468. ⟨hal-01125762⟩
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