Spline estimation of conditional quantiles for functional covariates;Estimation spline de quantiles conditionnels pour variables explicatives fonctionnelles

Comptes Rendus Mathematique

Volumn 339, Issue 2, 2004, Pages 141-144

  Cardot, Hervé ^a   Crambes, Christophe ^b   Sarda, Pascal ^b,c  

^a CEMAGREF   (France)

^b CNRS   (France)

^c UNIVERSITÉ DE TOULOUSE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 3042706652     PISSN: 1631073X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.crma.2004.04.016     Document Type: Article

References (8)

1. Cardot H. Ferraty F. Sarda P. Spline estimators for the functional linear model Statist. Sinica 13 2003 571-591
2. de Boor C. A Practical Guide to Splines 1978 Springer New-York
3. Ferraty F. Vieu P. The functional nonparametric model and application to spectrometric data Comput. Statist. 17 2002 545-564
4. He X. Shi P. Convergence rate of B-spline estimators of nonparametric conditional quantile functions Nonparametric Statist. 3 1994 299-308
5. Koenker R. Bassett G. Regression quantiles Econometrica 46 1978 33-50
6. Lejeune M. Sarda P. Quantile regression: a nonparametric approch Computat. Statist. Data Anal. 6 1988 229-239
7. Ramsay J.O. Dalzell C.J. Some tools for functional data analysis J. Roy. Statist. Soc. Ser. B 3 1991 539-572
8. Ramsay J.O. Silverman B.W. Functional Data Analysis 1997 Springer-Verlag