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Victor Picheny, Rémi Servien, Nathalie N. Villa-Vialaneix

Public reference bibliography and cataloged PDF materials authored or published by Victor Picheny, Rémi Servien, Nathalie N. Villa-Vialaneix.

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Interpretable sparse sliced inverse regression for functional data

Year: 2016 • Source: hal.science • Listed PDF

The focus is on the functional regression model in which a real random variable has to be predicted from functional predictors. We use the semiparametric framework of Sliced Inverse Regression (SIR). SIR is an effective ...