Functional linear model H Cardot, F Ferraty, P Sarda Statistics & Probability Letters 45 (1), 11-22, 1999 | 727 | 1999 |
Spline estimators for the functional linear model H Cardot, F Ferraty, P Sarda Statistica Sinica, 571-591, 2003 | 621 | 2003 |
Autoregressive forecasting of some functional climatic variations PC Besse, H Cardot, DB Stephenson Scandinavian Journal of Statistics 27 (4), 673-687, 2000 | 317 | 2000 |
Les types de climats en France, une construction spatiale D Joly, T Brossard, H Cardot, J Cavailhes, M Hilal, P Wavresky Cybergeo: European Journal of Geography, 2010 | 241 | 2010 |
Testing hypotheses in the functional linear model H Cardot, F Ferraty, A Mas, P Sarda Scandinavian Journal of Statistics 30 (1), 241-255, 2003 | 217 | 2003 |
Estimation in generalized linear models for functional data via penalized likelihood H Cardot, P Sarda Journal of Multivariate Analysis 92 (1), 24-41, 2005 | 182 | 2005 |
CLT in functional linear regression models H Cardot, A Mas, P Sarda Probability Theory and Related Fields 138, 325-361, 2007 | 164 | 2007 |
Efficient and fast estimation of the geometric median in Hilbert spaces with an averaged stochastic gradient algorithm H Cardot, P Cénac, PA Zitt | 136 | 2013 |
Simultaneous non-parametric regressions of unbalanced longitudinal data PC Besse, H Cardot, F Ferraty Computational Statistics & Data Analysis 24 (3), 255-270, 1997 | 136 | 1997 |
Quantile regression when the covariates are functions H Cardot, C Crambes, P Sarda Nonparametric Statistics 17 (7), 841-856, 2005 | 127 | 2005 |
Nonparametric estimation of smoothed principal components analysis of sampled noisy functions H Cardot Journal of Nonparametric Statistics 12 (4), 503-538, 2000 | 122 | 2000 |
Approximation spline de la prévision d'un processus fonctionnel autorégressif d'ordre 1 PC Besse, H Cardot Canadian Journal of Statistics 24 (4), 467-487, 1996 | 120 | 1996 |
Online principal component analysis in high dimension: Which algorithm to choose? H Cardot, D Degras International Statistical Review 86 (1), 29-50, 2018 | 110 | 2018 |
Monitoring elevation variations in leaf phenology of deciduous broadleaf forests from SPOT/VEGETATION time-series D Guyon, M Guillot, Y Vitasse, H Cardot, O Hagolle, S Delzon, ... Remote Sensing of Environment 115 (2), 615-627, 2011 | 108 | 2011 |
Smoothing splines estimators in functional linear regression with errors-in-variables H Cardot, C Crambes, A Kneip, P Sarda Computational statistics & data analysis 51 (10), 4832-4848, 2007 | 102 | 2007 |
Thresholding projection estimators in functional linear models H Cardot, J Johannes Journal of Multivariate Analysis 101 (2), 395-408, 2010 | 86 | 2010 |
A fast and recursive algorithm for clustering large datasets with k-medians H Cardot, P Cénac, JM Monnez Computational Statistics & Data Analysis 56 (6), 1434-1449, 2012 | 76 | 2012 |
Functional approaches for predicting land use with the temporal evolution of coarse resolution remote sensing data H Cardot, R Faivre, M Goulard Journal of Applied Statistics 30 (10), 1185-1199, 2003 | 76 | 2003 |
Conditional functional principal components analysis H Cardot Scandinavian journal of statistics 34 (2), 317-335, 2007 | 72 | 2007 |
Online estimation of the geometric median in Hilbert spaces: Nonasymptotic confidence balls H Cardot, P Cénac, A Godichon-Baggioni | 68 | 2017 |