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1

Functional linear model

Hervé Cardot, Frédéric Ferraty, Pascal Sarda

Journal:

Statistics & Probability Letters

Year:

1999

Language:

english

File:

PDF, 134 KB

english, 1999

2

Convergence du lissage spline de la prévision des processus autorégressifs fonctionnels

Journal:

Comptes Rendus de l'Académie des Sciences - Series I - Mathematics

Year:

1998

File:

PDF, 292 KB

1998

3

Testing Hypotheses in the Functional Linear Model

Hervé Cardot, Frédéric Ferraty, André Mas, Pascal Sarda

Journal:

Scandinavian Journal of Statistics

Year:

2003

Language:

english

File:

PDF, 169 KB

english, 2003

4

Nonparametric estimation of smoothed principal components analysis of sampled noisy functions

Journal:

Journal of Nonparametric Statistics

Year:

2000

Language:

english

File:

PDF, 996 KB

english, 2000

5

Testing Hypotheses in the Functional Linear Model

Hervé Cardot, Frédéric Ferraty , André Mas and Pascal Sarda

Journal:

Scandinavian Journal of Statistics

Year:

2003

Language:

english

File:

PDF, 1.32 MB

english, 2003

6

Smoothing splines estimators in functional linear regression with errors-in-variables

Hervé Cardot, Christophe Crambes, Alois Kneip, Pascal Sarda

Journal:

Computational Statistics & Data Analysis

Year:

2007

Language:

english

File:

PDF, 262 KB

english, 2007

7

Estimation in generalized linear models for functional data via penalized likelihood

Hervé Cardot, Pacal Sarda

Journal:

Journal of Multivariate Analysis

Year:

2005

Language:

english

File:

PDF, 301 KB

english, 2005

8

Properties of design-based functional principal components analysis

Hervé Cardot, Mohamed Chaouch, Camelia Goga, Catherine Labruère

Journal:

Journal of Statistical Planning and Inference

Year:

2010

Language:

english

File:

PDF, 365 KB

english, 2010

9

Étude asymptotique d'un estimateur spline hybride pour le modèle linéaire fonctionnel

Hervé Cardot, Frédéric Ferraty, Pascal Sarda

Journal:

Comptes Rendus de l'Académie des Sciences - Series I - Mathematics

Year:

2000

Language:

french

File:

PDF, 119 KB

french, 2000

10

Convergence en moyenne quadratique de l'estimateur de la régression par splines hybrides

Hervé Cardot, Cheikh A.T Diack

Journal:

Comptes Rendus de l'Académie des Sciences - Series I - Mathematics

Year:

1998

File:

PDF, 279 KB

1998

11

No effect and lack-of-fit permutation tests for functional regression

Hervé Cardot, Luboš Prchal, Pascal Sarda

Journal:

Computational Statistics

Year:

2007

Language:

english

File:

PDF, 677 KB

english, 2007

12

A fast and recursive algorithm for clustering large datasets with -medians

Hervé Cardot, Peggy Cénac, Jean-Marie Monnez

Journal:

Computational Statistics & Data Analysis

Year:

2012

Language:

english

File:

PDF, 1.46 MB

english, 2012

13

Approximation spline de la prévision d'un processus fonctionnel autorégressif d'ordre 1

Philippe C. Besse and Hervé Cardot

Journal:

Canadian Journal of Statistics

Year:

1996

File:

PDF, 899 KB

1996

14

Testing for No Effect in Functional Linear Regression Models, Some Computational Approaches

Cardot, Hervé, Goia, Aldo, Sarda, Pascal

Journal:

Communications in Statistics - Simulation and Computation

Year:

2004

Language:

english

File:

PDF, 208 KB

english, 2004

15

Conditional Functional Principal Components Analysis

Journal:

Scandinavian Journal of Statistics

Year:

2007

Language:

english

File:

PDF, 1.66 MB

english, 2007

16

Estimating finite mixtures of semi‐Markov chains: an application to the segmentation of temporal sensory data

Cardot, Hervé, Lecuelle, Guillaume, Schlich, Pascal, Visalli, Michel

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2019

Language:

english

File:

PDF, 930 KB

english, 2019

17

Modeling temporal treatment effects with zero inflated semi-parametric regression models: The case of local development policies in France

Cardot, Hervé, Musolesi, Antonio

Journal:

Econometric Reviews

Year:

2020

Language:

english

File:

PDF, 3.03 MB

english, 2020

18

Statistical modelling of functional data

Philippe C. Besse, Hervé Cardot, Robert Faivre, Michel Goulard

Journal:

Applied Stochastic Models in Business and Industry

Year:

2005

Language:

english

File:

PDF, 125 KB

english, 2005

19

Maximum ozone concentration forecasting by functional non-parametric approaches

Germán Aneiros-Pérez, Hervé Cardot, Graciela Estévez-Pérez, Philippe Vieu

Journal:

Year:

2004

Language:

english

File:

PDF, 151 KB

english, 2004

20

Temperature interpolation based on local information: the example of France

Daniel Joly, Thierry Brossard, Hervé Cardot, Jean Cavailhes, Mohamed Hilal, Pierre Wavresky

Journal:

International Journal of Climatology

Year:

2011

Language:

english

File:

PDF, 10.70 MB

english, 2011

21

Spatially Adaptive Splines for Statistical Linear Inverse Problems

Journal:

Journal of Multivariate Analysis

Year:

2002

Language:

english

File:

PDF, 177 KB

english, 2002

22

Estimation spline de quantiles conditionnels pour variables explicatives fonctionnelles

Hervé Cardot, Christophe Crambes, Pascal Sarda

Journal:

Comptes Rendus Mathematique

Year:

2004

Language:

french

File:

PDF, 103 KB

french, 2004

23

Monitoring elevation variations in leaf phenology of deciduous broadleaf forests from SPOT/VEGETATION time-series

Dominique Guyon, Marie Guillot, Yann Vitasse, Hervé Cardot, Olivier Hagolle, Sylvain Delzon, Jean-Pierre Wigneron

Journal:

Remote Sensing of Environment

Year:

2011

Language:

english

File:

PDF, 1.47 MB

english, 2011

24

Simultaneous non-parametric regressions of unbalanced longitudinal data

Philippe C. Besse, Hervé Cardot, Frédéric Ferraty

Journal:

Computational Statistics & Data Analysis

Year:

1997

Language:

english

File:

PDF, 963 KB

english, 1997

25

Multivariate denoising methods combining wavelets and principal component analysis for mass spectrometry data

Elise Mostacci, Caroline Truntzer, Hervé Cardot, Patrick Ducoroy

Journal:

Year:

2010

Language:

english

File:

PDF, 249 KB

english, 2010

26

Multivariate denoising methods combining wavelets and principal component analysis for mass spectrometry data

Elise Mostacci, Caroline Truntzer, Hervé Cardot, Patrick Ducoroy

Journal:

PROTEOMICS - Clinical Applications

Year:

2010

Language:

english

File:

PDF, 81 KB

english, 2010

27

CLT in functional linear regression models

Hervé Cardot, André Mas, Pascal Sarda

Journal:

Probability Theory and Related Fields

Year:

2007

Language:

english

File:

PDF, 372 KB

english, 2007

28

Comments on: Dynamic relations for sparsely sampled Gaussian processes

Journal:

Year:

2010

Language:

english

File:

PDF, 202 KB

english, 2010

29

Thresholding projection estimators in functional linear models

Hervé Cardot, Jan Johannes

Journal:

Journal of Multivariate Analysis

Year:

2010

Language:

english

File:

PDF, 925 KB

english, 2010

30

Autoregressive Forecasting of Some Functional Climatic Variations

Philippe C. Besse, Herve Cardot, David B. Stephenson

Journal:

Scandinavian Journal of Statistics

Year:

2000

Language:

english

File:

PDF, 351 KB

english, 2000

31

Conditional Functional Principal Components Analysis

Journal:

Scandinavian Journal of Statistics

Year:

2007

Language:

english

File:

PDF, 634 KB

english, 2007

32

Functional Data Analysis with R and Matlab by RAMSAY, J. O., HOOKER, G., and GRAVES, S.

Journal:

Year:

2010

Language:

english

File:

PDF, 120 KB

english, 2010

33

Dirofilariose humaine : 3 cas autochtones dans le sud de la France

Christelle Estran, Pierre Marty, Véronique Blanc, Odile Faure, Marie-Thérèse Leccia, Hervé Pelloux, Evelyne Diebolt, Damien Ambrosetti, Nathalie Cardot-Leccia

Journal:

La Presse Médicale

Year:

2007

Language:

french

File:

PDF, 835 KB

french, 2007

34

Improving spatial temperature estimates by resort to time autoregressive processes

Joly, Daniel, Cardot, Hervé, Schaumberger, Andreas

Journal:

International Journal of Climatology

Year:

2013

Language:

english

File:

PDF, 359 KB

english, 2013

35

Confidence bands for Horvitz–Thompson estimators using sampled noisy functional data

Cardot, Hervé, Degras, David, Josserand, Etienne

Journal:

Year:

2013

Language:

english

File:

PDF, 397 KB

english, 2013

36

Boosting Diracs for Electrophoresis

Hervé Cardot, Ja-Yong Koo, Heon Jin Park and Alain Trubuil

Journal:

Journal of Computational and Graphical Statistics

Year:

2004

Language:

english

File:

PDF, 395 KB

english, 2004

37

Boosting Diracs for Electrophoresis

Cardot, Hervé, Koo, Ja-Yong, Park, Heon Jin, Trubuil, Alain

Journal:

Journal of Computational and Graphical Statistics

Year:

2004

Language:

english

File:

PDF, 657 KB

english, 2004

38

Varying-Coefficient Functional Linear Regression Models

Cardot, Hervé, Sarda, Pascal

Journal:

Communication in Statistics- Theory and Methods

Year:

2008

Language:

english

File:

PDF, 172 KB

english, 2008

39

Functional Data Analysis in NTCP Modeling: A New Method to Explore the Radiation Dose-Volume Effects

Benadjaoud, Mohamed Amine, Blanchard, Pierre, Schwartz, Boris, Champoudry, Jérôme, Bouaita, Ryan, Lefkopoulos, Dimitri, Deutsch, Eric, Diallo, Ibrahima, Cardot, Hervé, de Vathaire, Florent

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2014

Language:

english

File:

PDF, 2.08 MB

english, 2014

40

Functional approaches for predicting land use with the temporal evolution of coarse resolution remote sensing data

Cardot, Hervé, Faivre, Robert, Goulard, Michel

Journal:

Journal of Applied Statistics

Year:

2003

Language:

english

File:

PDF, 583 KB

english, 2003

41

Variance Estimation and Asymptotic Confidence Bands for the Mean Estimator of Sampled Functional Data with High Entropy Unequal Probability Sampling Designs

Cardot, Hervé, Goga, Camelia, Lardin, Pauline

Journal:

Scandinavian Journal of Statistics

Year:

2014

Language:

english

File:

PDF, 433 KB

english, 2014

42

Varying-time random effects models for longitudinal data: unmixing and temporal interpolation of remote-sensing data

Cardot, Hervé, Maisongrande, Philippe, Faivre, Robert

Journal:

Journal of Applied Statistics

Year:

2008

Language:

english

File:

PDF, 488 KB

english, 2008

43

Quantile regression when the covariates are functions

Cardot, Hervé, Crambes, Christophe, Sarda, Pascal

Journal:

Journal of Nonparametric Statistics

Year:

2005

Language:

english

File:

PDF, 176 KB

english, 2005

44

In Reply to Alber and Söhn

Benadjaoud, Mohamed Amine, de Vathaire, Florent, Blanchard, Pierre, Cardot, Hervé

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2015

Language:

english

File:

PDF, 85 KB

english, 2015

45

Estimating with kernel smoothers the mean of functional data in a finite population setting. A note on variance estimation in presence of partially observed trajectories

Cardot, Hervé, De Moliner, Anne, Goga, Camelia

Journal:

Statistics & Probability Letters

Year:

2015

Language:

english

File:

PDF, 394 KB

english, 2015

46

Comparison of classification methods that combine clinical data and high-dimensional mass spectrometry data

Truntzer, Caroline, Mostacci, Elise, Jeannin, Aline, Petit, Jean-Michel, Ducoroy, Patrick, Cardot, Hervé

Journal:

BMC Bioinformatics

Year:

2014

Language:

english

File:

PDF, 551 KB

english, 2014

47

Autoregressive Forecasting of Some Functional Climatic Variations

Philippe C. Besse, Hervé Cardot and David B. Stephenson

Journal:

Scandinavian Journal of Statistics

Year:

2000

Language:

english

File:

PDF, 1.61 MB

english, 2000

48

Uniform convergence and asymptotic confidence bands for model-assisted estimators of the mean of sampled functional data

Cardot, Hervé, Goga, Camelia, Lardin, Pauline

Journal:

Electronic Journal of Statistics

Year:

2013

Language:

english

File:

PDF, 476 KB

english, 2013

49

Recursive estimation of the conditional geometric median in Hilbert spaces

Cardot, Hervé, Cénac, Peggy, Zitt, Pierre-André

Journal:

Electronic Journal of Statistics

Year:

2012

Language:

english

File:

PDF, 423 KB

english, 2012

50

Efficient and fast estimation of the geometric median in Hilbert spaces with an averaged stochastic gradient algorithm

Cardot, Hervé, Cénac, Peggy, Zitt, Pierre-André

Journal:

Year:

2013

Language:

english

File:

PDF, 310 KB

english, 2013

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