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Regression with categorical functional data

Cristian Preda 1, 2
2 MODAL - MOdel for Data Analysis and Learning
Inria Lille - Nord Europe, LPP - Laboratoire Paul Painlevé - UMR 8524, METRICS - Evaluation des technologies de santé et des pratiques médicales - ULR 2694, Polytech Lille - École polytechnique universitaire de Lille, Université de Lille, Sciences et Technologies
Abstract : Regression models based on RKHS methods are used to estimate the regression function for scalar response and categorical functional predictor. A simulation study based on paths of a Markov jump process with finite set of states will illustrate the proposed methodology.
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https://hal.inria.fr/hal-01251289
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Submitted on : Tuesday, January 5, 2016 - 9:45:22 PM
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Cristian Preda. Regression with categorical functional data. 8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, Londres, United Kingdom. ⟨hal-01251289⟩

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