## Cardot, Hervé

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 Author ID: cardot.herve Published as: Cardot, Hervé; Cardot, H. Homepage: http://cardot.perso.math.cnrs.fr External Links: MGP · ORCID · GND
 Documents Indexed: 46 Publications since 1996 1 Contribution as Editor Co-Authors: 30 Co-Authors with 40 Joint Publications 263 Co-Co-Authors
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### Co-Authors

 7 single-authored 13 Sarda, Pascal 8 Goga, Camelia 5 Cénac, Peggy 5 Ferraty, Frédéric 4 Besse, Philippe C. 3 Crambes, Christophe 3 De Moliner, Anne 3 Faivre, Robert 3 Josserand, Etienne 2 Chaouch, Mohamed Ali 2 Godichon-Baggioni, Antoine 2 Goulard, Michel 2 Lardin, Pauline 2 Mas, André 2 Zitt, Pierre-André 1 Calka, Pierre 1 Degras, David A. 1 Dessertaine, Alain 1 Diack, Cheikh A. T. 1 Goia, Aldo 1 Johannes, Jan 1 Kneip, Alois Richard 1 Labruère, Catherine 1 Lardin-Puech, Pauline 1 Maisongrande, Philippe 1 Monnez, Jean-Marie 1 Musolesi, Antonio 1 Prchal, Luboš 1 Shehzad, M.-A. 1 Stephenson, David B.
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### Serials

 4 Scandinavian Journal of Statistics 3 Journal of Multivariate Analysis 3 Computational Statistics and Data Analysis 3 Comptes Rendus de l’Académie des Sciences. Série I. Mathématique 2 The Canadian Journal of Statistics 2 Statistics & Probability Letters 2 Computational Statistics 2 Test 2 Statistica Sinica 2 Bernoulli 2 Journal of Nonparametric Statistics 2 Journal of Applied Statistics 2 Electronic Journal of Statistics 1 The Annals of Statistics 1 Biometrika 1 Journal of Statistical Planning and Inference 1 Probability Theory and Related Fields 1 Econometric Reviews 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Applied Stochastic Models in Business and Industry 1 Comptes Rendus. Mathématique. Académie des Sciences, Paris 1 Journal de la Société Française de Statistique 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys
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### Fields

 47 Statistics (62-XX) 10 Numerical analysis (65-XX) 8 Probability theory and stochastic processes (60-XX) 2 Functional analysis (46-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Integral equations (45-XX) 1 Operator theory (47-XX) 1 Geophysics (86-XX)

### Citations contained in zbMATH Open

37 Publications have been cited 959 times in 593 Documents Cited by Year
Functional linear model. Zbl 0962.62081
Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal
1999
Spline estimators for the functional linear model. Zbl 1050.62041
Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal
2003
Autoregressive forecasting of some functional climatic variations. Zbl 0962.62089
Besse, Philippe C.; Cardot, Hervé; Stephenson, David B.
2000
Testing hypotheses in the functional linear model. Zbl 1034.62037
Cardot, Hervé; Ferraty, Frédéric; Mas, André; Sarda, Pascal
2003
CLT in functional linear regression models. Zbl 1113.60025
Cardot, Hervé; Mas, André; Sarda, Pascal
2007
Estimation in generalized linear models for functional data via penalized likelihood. Zbl 1065.62127
Cardot, Hervé; Sarda, Pacal
2005
Quantile regression when the covariates are functions. Zbl 1077.62026
Cardot, Hervé; Crambes, Christophe; Sarda, Pascal
2005
Nonparametric estimation of smoothed principal components analysis of sampled noisy functions. Zbl 0951.62030
Cardot, Hervé
2000
Thresholding projection estimators in functional linear models. Zbl 1178.62032
Cardot, Hervé; Johannes, Jan
2010
Efficient and fast estimation of the geometric median in Hilbert spaces with an averaged stochastic gradient algorithm. Zbl 1259.62068
Cardot, Hervé; Cénac, Peggy; Zitt, Pierre-André
2013
Spline approximation of the prediction of an autoregressive functional process of order 1. (Approximation spline de la prévision d’un processus fonctionnel autorégressif d’ordre 1.) Zbl 0879.62092
Besse, Philippe C.; Cardot, Hervé
1996
Simultaneous non-parametric regressions of unbalanced longitudinal data. Zbl 0900.62199
Besse, Philippe C.; Cardot, Hervé; Ferraty, Frédéric
1997
Smoothing splines estimators in functional linear regression with errors-in-variables. Zbl 1162.62333
Cardot, Hervé; Crambes, Christophe; Kneip, Alois; Sarda, Pascal
2007
Horvitz-Thompson estimators for functional data: asymptotic confidence bands and optimal allocation for stratified sampling. Zbl 1214.62009
Cardot, Hervé; Josserand, Etienne
2011
Testing for no effect in functional linear regression models, some computational approaches. Zbl 1058.62037
Cardot, Hervé; Goia, Aldo; Sarda, Pascal
2004
Conditional functional principal component analysis. Zbl 1142.62041
Cardot, Hervé
2007
No effect and lack-of-fit permutation tests for functional regression. Zbl 1195.62046
Cardot, Hervé; Prchal, Luboš; Sarda, Pascal
2007
Online estimation of the geometric median in Hilbert spaces: nonasymptotic confidence balls. Zbl 1371.62027
Cardot, Hervé; Cénac, Peggy; Godichon-Baggioni, Antoine
2017
Properties of design-based functional principal components analysis. Zbl 1178.62067
Cardot, Hervé; Chaouch, Mohamed; Goga, Camelia; Labruère, Catherine
2010
A fast and recursive algorithm for clustering large datasets with $$k$$-medians. Zbl 1243.62087
Cardot, Hervé; Cénac, Peggy; Monnez, Jean-Marie
2012
Spatially adaptive splines for statistical linear inverse problems. Zbl 1005.65053
Cardot, Hervé
2002
Recursive estimation of the conditional geometric median in Hilbert spaces. Zbl 1295.62080
Cardot, Hervé; Cénac, Peggy; Zitt, Pierre-André
2012
Functional approaches for predicting land use with the temporal evolution of coarse resolution remote sensing data. Zbl 1117.62496
Cardot, Hervé; Faivre, Robert; Goulard, Michel
2003
Spline estimation of conditional quantities for functional covariates. (Estimation spline de quantiles conditionnels pour variables explicatives fonctionnelles.) Zbl 1043.62031
Cardot, Hervé; Crambes, Christophe; Sarda, Pascal
2004
Confidence bands for Horvitz-Thompson estimators using sampled noisy functional data. Zbl 1457.62394
Cardot, Hervé; Degras, David; Josserand, Etienne
2013
Asymptotic integrated mean square error of the hybrid spline estimator of the regression. (Convergence en moyenne quadratique de l’estimateur de la régression par splines hybrides.) Zbl 0918.62032
Cardot, Hervé; Diack, Cheikh A. T.
1998
Varying-coefficient functional linear regression models. Zbl 1292.62053
Cardot, Hervé; Sarda, Pascal
2008
Asymptotic study of a hybrid spline estimator for the functional linear model. (Étude asymptotique d’un estimateur spline hybride pour le modèle linéaire fonctionnel.) Zbl 0944.62040
Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal
2000
Uniform convergence and asymptotic confidence bands for model-assisted estimators of the mean of sampled functional data. Zbl 1336.62043
Cardot, Hervé; Goga, Camelia; Lardin, Pauline
2013
Linear regression models for functional data. Zbl 1271.62145
Cardot, Hervé; Sarda, Pascal
2006
Consistency of the spline approximation of the prediction of functional space valued autoregressive processes. (Convergence du lissage spline de la prévision des processus autorégressifs fonctionnels.) Zbl 0942.62112
Cardot, Hervé
1998
Local roughness penalties for regression splines. Zbl 1010.62031
Cardot, Hervé
2002
Fast estimation of the median covariation matrix with application to online robust principal components analysis. Zbl 1373.62124
Cardot, Hervé; Godichon-Baggioni, Antoine
2017
Variance estimation and asymptotic confidence bands for the mean estimator of sampled functional data with high entropy unequal probability sampling designs. Zbl 1416.62075
Cardot, Hervé; Goga, Camelia; Lardin, Pauline
2014
Calibration and partial calibration on principal components when the number of auxiliary variables is large. Zbl 1468.62250
Cardot, H.; Goga, C.; Shehzad, M.-A.
2017
Varying-time random effects models for longitudinal data: Unmixing and temporal interpolation of remote-sensing data. Zbl 1169.62065
Cardot, Hervé; Maisongrande, Philippe; Faivre, Robert
2008
Analysing large datasets of functional data: a survey sampling point of view. Zbl 1316.62019
Lardin-Puech, Pauline; Cardot, Hervé; Goga, Camelia
2014
Online estimation of the geometric median in Hilbert spaces: nonasymptotic confidence balls. Zbl 1371.62027
Cardot, Hervé; Cénac, Peggy; Godichon-Baggioni, Antoine
2017
Fast estimation of the median covariation matrix with application to online robust principal components analysis. Zbl 1373.62124
Cardot, Hervé; Godichon-Baggioni, Antoine
2017
Calibration and partial calibration on principal components when the number of auxiliary variables is large. Zbl 1468.62250
Cardot, H.; Goga, C.; Shehzad, M.-A.
2017
Variance estimation and asymptotic confidence bands for the mean estimator of sampled functional data with high entropy unequal probability sampling designs. Zbl 1416.62075
Cardot, Hervé; Goga, Camelia; Lardin, Pauline
2014
Analysing large datasets of functional data: a survey sampling point of view. Zbl 1316.62019
Lardin-Puech, Pauline; Cardot, Hervé; Goga, Camelia
2014
Efficient and fast estimation of the geometric median in Hilbert spaces with an averaged stochastic gradient algorithm. Zbl 1259.62068
Cardot, Hervé; Cénac, Peggy; Zitt, Pierre-André
2013
Confidence bands for Horvitz-Thompson estimators using sampled noisy functional data. Zbl 1457.62394
Cardot, Hervé; Degras, David; Josserand, Etienne
2013
Uniform convergence and asymptotic confidence bands for model-assisted estimators of the mean of sampled functional data. Zbl 1336.62043
Cardot, Hervé; Goga, Camelia; Lardin, Pauline
2013
A fast and recursive algorithm for clustering large datasets with $$k$$-medians. Zbl 1243.62087
Cardot, Hervé; Cénac, Peggy; Monnez, Jean-Marie
2012
Recursive estimation of the conditional geometric median in Hilbert spaces. Zbl 1295.62080
Cardot, Hervé; Cénac, Peggy; Zitt, Pierre-André
2012
Horvitz-Thompson estimators for functional data: asymptotic confidence bands and optimal allocation for stratified sampling. Zbl 1214.62009
Cardot, Hervé; Josserand, Etienne
2011
Thresholding projection estimators in functional linear models. Zbl 1178.62032
Cardot, Hervé; Johannes, Jan
2010
Properties of design-based functional principal components analysis. Zbl 1178.62067
Cardot, Hervé; Chaouch, Mohamed; Goga, Camelia; Labruère, Catherine
2010
Varying-coefficient functional linear regression models. Zbl 1292.62053
Cardot, Hervé; Sarda, Pascal
2008
Varying-time random effects models for longitudinal data: Unmixing and temporal interpolation of remote-sensing data. Zbl 1169.62065
Cardot, Hervé; Maisongrande, Philippe; Faivre, Robert
2008
CLT in functional linear regression models. Zbl 1113.60025
Cardot, Hervé; Mas, André; Sarda, Pascal
2007
Smoothing splines estimators in functional linear regression with errors-in-variables. Zbl 1162.62333
Cardot, Hervé; Crambes, Christophe; Kneip, Alois; Sarda, Pascal
2007
Conditional functional principal component analysis. Zbl 1142.62041
Cardot, Hervé
2007
No effect and lack-of-fit permutation tests for functional regression. Zbl 1195.62046
Cardot, Hervé; Prchal, Luboš; Sarda, Pascal
2007
Linear regression models for functional data. Zbl 1271.62145
Cardot, Hervé; Sarda, Pascal
2006
Estimation in generalized linear models for functional data via penalized likelihood. Zbl 1065.62127
Cardot, Hervé; Sarda, Pacal
2005
Quantile regression when the covariates are functions. Zbl 1077.62026
Cardot, Hervé; Crambes, Christophe; Sarda, Pascal
2005
Testing for no effect in functional linear regression models, some computational approaches. Zbl 1058.62037
Cardot, Hervé; Goia, Aldo; Sarda, Pascal
2004
Spline estimation of conditional quantities for functional covariates. (Estimation spline de quantiles conditionnels pour variables explicatives fonctionnelles.) Zbl 1043.62031
Cardot, Hervé; Crambes, Christophe; Sarda, Pascal
2004
Spline estimators for the functional linear model. Zbl 1050.62041
Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal
2003
Testing hypotheses in the functional linear model. Zbl 1034.62037
Cardot, Hervé; Ferraty, Frédéric; Mas, André; Sarda, Pascal
2003
Functional approaches for predicting land use with the temporal evolution of coarse resolution remote sensing data. Zbl 1117.62496
Cardot, Hervé; Faivre, Robert; Goulard, Michel
2003
Spatially adaptive splines for statistical linear inverse problems. Zbl 1005.65053
Cardot, Hervé
2002
Local roughness penalties for regression splines. Zbl 1010.62031
Cardot, Hervé
2002
Autoregressive forecasting of some functional climatic variations. Zbl 0962.62089
Besse, Philippe C.; Cardot, Hervé; Stephenson, David B.
2000
Nonparametric estimation of smoothed principal components analysis of sampled noisy functions. Zbl 0951.62030
Cardot, Hervé
2000
Asymptotic study of a hybrid spline estimator for the functional linear model. (Étude asymptotique d’un estimateur spline hybride pour le modèle linéaire fonctionnel.) Zbl 0944.62040
Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal
2000
Functional linear model. Zbl 0962.62081
Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal
1999
Asymptotic integrated mean square error of the hybrid spline estimator of the regression. (Convergence en moyenne quadratique de l’estimateur de la régression par splines hybrides.) Zbl 0918.62032
Cardot, Hervé; Diack, Cheikh A. T.
1998
Consistency of the spline approximation of the prediction of functional space valued autoregressive processes. (Convergence du lissage spline de la prévision des processus autorégressifs fonctionnels.) Zbl 0942.62112
Cardot, Hervé
1998
Simultaneous non-parametric regressions of unbalanced longitudinal data. Zbl 0900.62199
Besse, Philippe C.; Cardot, Hervé; Ferraty, Frédéric
1997
Spline approximation of the prediction of an autoregressive functional process of order 1. (Approximation spline de la prévision d’un processus fonctionnel autorégressif d’ordre 1.) Zbl 0879.62092
Besse, Philippe C.; Cardot, Hervé
1996
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### Cited by 818 Authors

 26 Cardot, Hervé 23 Vieu, Philippe 19 Ferraty, Frédéric 18 Lian, Heng 15 Sarda, Pascal 14 Mas, André 13 Müller, Hans-Georg 11 Crambes, Christophe 11 Hall, Peter Gavin 11 Ruiz-Medina, María Dolores 11 Shang, Han Lin 11 Zhang, Zhongzhan 10 Du, Jiang 10 Goia, Aldo 10 Laksaci, Ali 9 González-Manteiga, Wenceslao 9 Wang, Guochang 9 Yu, Ping 8 Aguilera, Ana M. 8 Kokoszka, Piotr S. 8 Reimherr, Matthew L. 8 Yang, Lijian 7 Yao, Fang 7 Zhang, Riquan 7 Zhu, Zhongyi 6 Cao, Jiguo 6 Feng, Sanying 6 Horváth, Lajos 6 Johannes, Jan 6 Staicu, Ana-Maria 6 Zhang, Baoxue 6 Zhou, Jianjun 5 Bosq, Denis 5 Crăiniceanu, Ciprian-Mugur 5 Escabias, Manuel 5 Febrero-Bande, Manuel 5 Godichon-Baggioni, Antoine 5 Goga, Camelia 5 Kneip, Alois Richard 5 Li, Yehua 5 Ould-Saïd, Elias 5 Pini, Alessia 5 Pumo, Besnik 5 Rachdi, Mustapha 5 Scheipl, Fabian 5 Shin, Hyejin 5 Vantini, Simone 5 Wang, Jane-Ling 5 Xie, Tianfa 5 Xue, Liugen 4 Aguilera-Morillo, M. Carmen 4 Antoniadis, Anestis 4 Boente, Graciela 4 Cao, Ruiyuan 4 Chaouch, Mohamed Ali 4 Chauvet, Guillaume 4 Cuevas, Antonio 4 Dahmani, Abdelnasser 4 Degras, David A. 4 Delsol, Laurent 4 Ding, Hui 4 Ferré, Louis 4 Fraiman, Ricardo 4 Greven, Sonja 4 Hörmann, Siegfried 4 Hosseininasab, S. Mohammad E. 4 Hu, Yuping 4 Kong, Linglong 4 Liebl, Dominik 4 Lin, Hongmei 4 Lin, Nan 4 Maity, Arnab Kumar 4 Mokkadem, Abdelkader 4 Ogden, Robert Todd 4 Pelletier, Mariane 4 Qi, Xin 4 Ruppert, David 4 Ruymgaart, Frits H. 4 Valderrama, Mariano J. 4 Wang, Qihua 4 Zhang, Qingzhao 3 Bouhmila, Fatah 3 Cao, GuanQun 3 Carroll, Raymond James 3 Chakraborty, Anirvan 3 Chaudhuri, Probal 3 Chiou, Jeng-Min 3 Delaigle, Aurore 3 Febrero, Manuel 3 Florens, Jean-Pierre 3 Galeano, Pedro 3 Genton, Marc G. 3 Guan, Tianyu 3 Guillas, Serge 3 Hosseini-Nasab, Mohammad 3 Hsing, Tailen 3 Li, Runze 3 Li, Ting 3 Lin, Zhenhua 3 Luo, Ruiyan ...and 718 more Authors
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### Cited in 107 Serials

 71 Journal of Multivariate Analysis 48 Computational Statistics and Data Analysis 34 The Annals of Statistics 29 Journal of Statistical Planning and Inference 25 Statistics & Probability Letters 22 Electronic Journal of Statistics 20 Communications in Statistics. Theory and Methods 17 Computational Statistics 17 Test 15 Journal of Applied Statistics 14 Statistics 14 Bernoulli 13 Scandinavian Journal of Statistics 13 Journal of Nonparametric Statistics 12 Comptes Rendus. Mathématique. Académie des Sciences, Paris 11 Biometrics 9 Statistics and Computing 8 Metrika 8 The Annals of Applied Statistics 7 Journal of Statistical Computation and Simulation 7 Journal of the Korean Statistical Society 6 Journal of Econometrics 6 Communications in Statistics. Simulation and Computation 6 Statistical Papers 6 Statistica Sinica 6 Journal of the Royal Statistical Society. Series B. Statistical Methodology 6 Advances in Data Analysis and Classification. ADAC 5 Journal of the American Statistical Association 5 Statistical Inference for Stochastic Processes 5 Statistical Modelling 5 Journal of Computational and Graphical Statistics 4 The Canadian Journal of Statistics 4 Annals of the Institute of Statistical Mathematics 4 Mathematical Methods of Statistics 4 Stochastic Environmental Research and Risk Assessment 4 Journal of Statistical Theory and Practice 3 Biometrical Journal 3 Journal of Time Series Analysis 3 Stochastic Processes and their Applications 3 Brazilian Journal of Probability and Statistics 3 AStA. Advances in Statistical Analysis 3 Science China. Mathematics 2 Journal of Computational and Applied Mathematics 2 Meccanica 2 Journal of Classification 2 Probability Theory and Related Fields 2 European Journal of Operational Research 2 Mathematical Problems in Engineering 2 Econometric Theory 2 Mathematical Modelling and Analysis 2 Quantitative Finance 2 Journal of Systems Science and Complexity 2 Mathematical Geosciences 2 Acta Universitatis Sapientiae. Mathematica 2 Statistics Surveys 2 Journal of Agricultural, Biological, and Environmental Statistics 2 Bayesian Analysis 1 Acta Mechanica 1 Inverse Problems 1 Israel Journal of Mathematics 1 Journal of the Franklin Institute 1 Journal of Mathematical Analysis and Applications 1 Mathematical Proceedings of the Cambridge Philosophical Society 1 Applied Mathematics and Computation 1 Applied Mathematics and Optimization 1 Mathematics and Computers in Simulation 1 Metron 1 SIAM Journal on Control and Optimization 1 Insurance Mathematics & Economics 1 Stochastic Analysis and Applications 1 Journal of Complexity 1 Computers & Operations Research 1 Neural Networks 1 Annals of Operations Research 1 Automation and Remote Control 1 Pattern Recognition 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Random Operators and Stochastic Equations 1 Journal of Inverse and Ill-Posed Problems 1 Electronic Journal of Probability 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Revista Matemática Complutense 1 Extremes 1 Acta Mathematica Sinica. English Series 1 Methodology and Computing in Applied Probability 1 Biostatistics 1 Applied Stochastic Models in Business and Industry 1 Journal of Machine Learning Research (JMLR) 1 SORT. Statistics and Operations Research Transactions 1 REVSTAT 1 Statistical Methods and Applications 1 Journal of Forecasting 1 Statistical Methodology 1 Bulletin of the Institute of Mathematics. Academia Sinica. New Series 1 Complex Analysis and Operator Theory 1 Statistical Analysis and Data Mining 1 Pesquisa Operacional 1 Advances in Decision Sciences 1 Journal of Probability and Statistics 1 Sankhyā. Series B ...and 7 more Serials
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### Cited in 28 Fields

 564 Statistics (62-XX) 110 Numerical analysis (65-XX) 67 Probability theory and stochastic processes (60-XX) 30 Functional analysis (46-XX) 15 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Operator theory (47-XX) 9 Biology and other natural sciences (92-XX) 8 Computer science (68-XX) 8 Geophysics (86-XX) 6 Operations research, mathematical programming (90-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 3 Dynamical systems and ergodic theory (37-XX) 3 Approximations and expansions (41-XX) 2 Partial differential equations (35-XX) 2 Differential geometry (53-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Fluid mechanics (76-XX) 2 Information and communication theory, circuits (94-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Real functions (26-XX) 1 Measure and integration (28-XX) 1 Integral equations (45-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Mechanics of deformable solids (74-XX) 1 Systems theory; control (93-XX) 1 Mathematics education (97-XX)