H. Cardot

发表

Functional linear model

P. Sarda, F. Ferraty, H. Cardot, 1999 .

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

P. Zitt, H. Cardot, P. C'enac, 2011, 1101.4316.

Nonparametric estimation of smoothed principal components analysis of sampled noisy functions

H. Cardot, 2000 .

Online estimation of the geometric median in Hilbert spaces : non asymptotic confidence balls

H. Cardot, P. C'enac, Antoine Godichon, 2015, 1501.06930.

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

M. Goulard, H. Cardot, R. Faivre, 2003 .

Autoregressive Forecasting of Some Functional Climatic Variations

Philippe C. Besse, D. Stephenson, H. Cardot, 2000 .

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

H. Cardot, P. Schlich, Guillaume Lécuellé, 2018, Journal of the Royal Statistical Society: Series C (Applied Statistics).

Estimation in generalized linear models for functional data via penalized likelihood

H. Cardot, P. Sarda, 2005 .

Properties of design-based functional principal components analysis

H. Cardot, M. Chaouch, C. Goga, 2008, 0807.0169.

Horvitz--Thompson estimators for functional data: asymptotic confidence bands and optimal allocation for stratified sampling

H. Cardot, E. Josserand, 2009, 0912.3891.

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

H. Cardot, E. Josserand, D. Degras, 2011, 1105.2135.

Varying-Coefficient Functional Linear Regression Models

P. Sarda, H. Cardot, 2008 .

Robust Principal Components Analysis based on the Median Covariation Matrix

H. Cardot, Antoine Godichon, 2015 .

Functional Principal Components Analysis with Survey Data

Mohamed Chaouch, Camelia Goga, Hervé Cardot, 2008 .

Approximation spline de la prvision d'un processus fonctionnel autorgressif d'ordre 1

Philippe C. Besse, H. Cardot, 1996 .

Spatially Adaptive Splines for Statistical Linear Inverse Problems

Hervé Cardot, H. Cardot, 2002 .

Boosting Diracs for Electrophoresis

H. Cardot, A. Trubuil, Ja-Yong Koo, 2004 .

Recursive estimation of the conditional geometric median in Hilbert spaces

Pierre-Andr'e Zitt, P. Zitt, H. Cardot, 2012, 1204.3213.

Non-parametric approaches to the impact of Holstein heifer growth from birth to insemination on their dairy performance at lactation one

H. Cardot, C. Sauder, C. Disenhaus, 2012, The Journal of Agricultural Science.

Ozone Pollution Forecasting Using Conditional Mean and Conditional Quantiles with Functional Covariates

P. Sarda, H. Cardot, C. Crambes, 2007 .

Nonparametric regression for functional responses with application to conditional functional principal components analysis

H. Cardot, 2022 .

STOCHASTIC APPROXIMATION TO THE MULTIVARIATE AND THE FUNCTIONAL MEDIAN Submitted to COMPSTAT 2010

Mohamed Chaouch, Hervé Cardot, Peggy Cénac, 2010 .

Varying-Time Random Effects Models for Longitudinal Data : Spatial Disaggregation and Temporal Interpolation of Remote Sensing Data

H. Cardot, P. Maisongrande, R. Faivre, 2019 .

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

P. Sarda, H. Cardot, A. Goia, 2004 .

Conditional quantiles with functional covariates: an application to ozone pollution forecasting

Pascal Sarda, Hervé Cardot, Christophe Crambes, 2004 .

CLT in functional linear regression models

P. Sarda, H. Cardot, André Mas, 2005, math/0508073.

CLT in functional linear regression models

P. Sarda, H. Cardot, André Mas, 2005, math/0508073.

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

Jean-Pierre Wigneron, Dominique Guyon, Olivier Hagolle, 2011 .

CLT in functional linear regression models

P. Sarda, H. Cardot, André Mas, 2005, math/0508073.

Two sample tests for Semi-Markov processes with parametric sojourn time distributions: an application in sensory analysis

H. Cardot, P. Schlich, Guillaume Lécuellé, 2022, Computational Statistics.

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

Caroline Truntzer, Patrick Ducoroy, Hervé Cardot, 2014, BMC Bioinformatics.

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

Pascal Sarda, Alois Kneip, Hervé Cardot, 2007, Comput. Stat. Data Anal..

Functional data analysis in NTCP modeling: a new method to explore the radiation dose-volume effects.

H. Cardot, D. Lefkopoulos, M. Benadjaoud, 2014, International journal of radiation oncology, biology, physics.

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

Jean-Marie Monnez, Peggy Cénac, Hervé Cardot, 2011, Comput. Stat. Data Anal..

Fast clustering of large datasets with sequential $k$-medians : a stochastic gradient approach

Hervé Cardot, Jean-Marie Monnez, Peggy Cénac, 2011 .

Thresholding projection estimators in functional linear models

Hervé Cardot, Jan Johannes, J. Johannes, 2008, J. Multivar. Anal..

Interpolation by Local Regressions Applied to Precipitation in France

H. Cardot, J. Cavailhès, D. Joly, 2009 .

Online Principal Component Analysis in High Dimension: Which Algorithm to Choose? pdf

David Degras, Hervé Cardot, H. Cardot, 2015, ArXiv.

Functional Linear Regression

Pascal Sarda, Hervé Cardot, P. Sarda, 2018, Oxford Handbooks Online.

Quantile regression when the covariates are functions

Pascal Sarda, Christophe Crambes, P. Sarda, 2005, math/0703056.

Analysing large datasets of functional data: a survey sampling point of view

Camelia Goga, Hervé Cardot, Pauline Lardin-Puech, 2014 .

Assessing Spillover Effects of Spatial Policies with Semiparametric Zero-Inflated Models and Random Forests

H. Cardot, Antonio Musolesi, 2021, Advances in Contemporary Statistics and Econometrics.

Temperature interpolation based on local information: the example of France

Hervé Cardot, H. Cardot, J. Cavailhès, 2011 .

Testing hypotheses in the functional linear model

André Mas, Frédéric Ferraty, Pascal Sarda, 2003 .

In reply to Alber and Söhn.

H. Cardot, M. Benadjaoud, P. Blanchard, 2015, International journal of radiation oncology, biology, physics.

Calibration and partial calibration on principal components when the number of auxiliary variables is large

H. Cardot, C. Goga, M. Shehzad, 2014, 1406.7686.

A multiple-response chi-square framework for the analysis of Free-Comment and Check-All-That-Apply data

Pascal Schlich, Hervé Cardot, Michel Visalli, 2021 .

Modeling Temporal Dominance of Sensations with semi-Markov chains

H. Cardot, P. Schlich, Guillaume Lécuellé, 2017, Food Quality and Preference.

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

Herve Cardot, Antonio Musolesi, H. Cardot, 2017, Econometric Reviews.

Maximum ozone concentration forecasting by functional non‐parametric approaches

Philippe Vieu, Hervé Cardot, Germán Aneiros-Pérez, 2004 .

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

Pascal Sarda, Hervé Cardot, Luboš Prchal, 2007, Comput. Stat..

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

Robert Faivre, Hervé Cardot, Philippe Maisongrande, 2008 .

The price of climate : revealed preferences of French consumers

H. Cardot, J. Cavailhès, T. Brossard, 2009 .

The price of climate: French consumer preferences reveal spatial and individual inequalities.

H. Cardot, J. Cavailhès, T. Brossard, 2012 .

SPLINE ESTIMATORS FOR THE FUNCTIONAL LINEAR MODEL

P. Sarda, F. Ferraty, H. Cardot, 2003 .

Conditional Functional Principal Components Analysis

Hervé Cardot, H. Cardot, 2007 .

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

Christophe Crambes, P. Sarda, H. Cardot, 2004 .

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

P. Sarda, H. Cardot, A. Goia, 2004 .

Linear Regression Models for Functional Data

Pascal Sarda, Hervé Cardot, P. Sarda, 2006 .

Statistical modelling of functional data

Philippe Besse, Robert Faivre, Hervé Cardot, 2005 .

Simultaneous non-parametric regressions of unbalanced longitudinal data

Philippe Besse, Frédéric Ferraty, Hervé Cardot, 1997 .

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

H. Cardot, C. Goga, Pauline Lardin, 2012, 1209.6503.

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

H. Cardot, C. Goga, Pauline Lardin, 2012, 1204.6382.

Comparison of different sample designs and construction of confidence bands to estimate the mean of functional data: An illustration on electricity consumption

H. Cardot, A. Dessertaine, C. Goga, 2013 .

Monitoring Evapotranspiration over the Alpilles Test Site by Introducing Remote Sensing Data at Various Spatial Resolutions into a Dynamic SVAT Model

F. Baret, M. Weiss, T. Wassenaar, 2006 .

Fast estimation of the median covariation matrix with application to online robust principal components analysis

H. Cardot, Antoine Godichon-Baggioni, 2015, TEST.

Stochastic Approximation for Multivariate and Functional Median

Mohamed Chaouch, Hervé Cardot, Peggy Cénac, 2010, COMPSTAT.

Analyzing Temporal Dominance of Sensations data with Categorical Functional Data Analysis

H. Cardot, P. Schlich, M. Visalli, 2023, Food Quality and Preference.

Joint clustering with alignment for temporal data in a one-point-per-trajectory setting

H. Cardot, M. Benadjaoud, Polina Arsenteva, 2023, 2311.10282.

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

H. Cardot, P. Ducoroy, C. Truntzer, 2010, Proteomics.