Support vector machine quantile regression approach for functional data: Simulation and application studies

Author:

Crambes Christophe,Gannoun Ali,Henchiri Yousri

Publisher

Elsevier BV

Subject

Statistics, Probability and Uncertainty,Numerical Analysis,Statistics and Probability

Reference50 articles.

1. Theory of reproducing kernels;Aronszajn;Transactions of the American Mathematical Society,1950

2. Reproducing Kernel Hilbert Spaces in Probability and Statistics;Berlinet,2004

3. Simultaneous nonparametric regression of unbalanced longitudinal data;Besse;Computational Statistics and Data Analysis,1997

4. Functional classification in Hilbert spaces;Biau;IEEE Transactions on Information Theory,2005

5. Quantile regression when the covariates are functions;Cardot;Journal of Nonparametric Statistics,2005

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