Pascal Sarda

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All published works

Action	Title	Year	Authors
+ PDF Chat	Correction: CLT in functional linear regression models	2023	Hervé Cardot André Mas Pascal Sarda
+	Functional linear regression with points of impact	2015	Aloïs Kneip Dominik Poß Pascal Sarda
+	A new powerful version of the BUS test of normality	2014	Aldo Goia Ernesto Salinelli Pascal Sarda
+ PDF Chat	Factor models and variable selection in high-dimensional regression analysis	2011	Aloïs Kneip Pascal Sarda
+	Combining Factor Models and Variable Selection in High-Dimensional Regression	2011	Aloïs Kneip Pascal Sarda
+	Electricity consumption prediction with functional linear regression using spline estimators	2010	Jaromı́r Antoch Luboš Prchal Rosa María Pascal Sarda
+	Exploring the statistical applicability of the Poincaré inequality: a test of normality	2010	Aldo Goia Ernesto Salinelli Pascal Sarda
+ PDF Chat	Nonparametric comparison of ROC curves: Testing equivalence	2010	Jaromı́r Antoch Luboš Prchal Pascal Sarda
+ PDF Chat	Smoothing splines estimators for functional linear regression	2009	Christophe Crambes Aloïs Kneip Pascal Sarda
+	Publications du Groupe de travail STAPH: Statistique Fonctionnelle et Opératorielle	2009	Alain Boudou Frédéric Ferraty Yves Romain Pascal Sarda Sylvie Viguier-Pla
+	Varying-Coefficient Functional Linear Regression Models	2008	Hervé Cardot Pascal Sarda
+	Introduction to IWFOS'2008	2008	Alain Boudou Frédéric Ferraty Yves Romain Pascal Sarda Philippe Vieu Sylvie Viguier-Pla
+	Functional Linear Regression with Functional Response: Application to Prediction of Electricity Consumption	2008	Jaromı́r Antoch Luboš Prchal Rosa María Pascal Sarda
+	Estimation of the Functional Linear Regression with Smoothing Splines	2008	Christophe Crambes Aloïs Kneip Pascal Sarda
+	No effect and lack-of-fit permutation tests for functional regression	2007	Hervé Cardot Luboš Prchal Pascal Sarda
+	Quantile regression when the covariates are functions	2007	Hervé Cardot Christophe Crambes Pascal Sarda
+ PDF Chat	Various Approaches for Predicting Land Cover in Mountain Areas	2007	Nathalie Villa Martin Paegelow María Teresa Camacho Olmedo Laurence Cornez Frédéric Ferraty Louis Ferré Pascal Sarda
+	Quantile regression when the covariates are functions	2007	Hervé Cardot Christophe Crambes Pascal Sarda
+	Modélisations prospectives de l'occupation du sol. Le cas d'une montagne méditerranéenne	2007	Martin Paegelow Nathalie Villa Laurence Cornez Frédéric Ferraty Louis Ferré Pascal Sarda
+	Spline Estimator for the Functional Linear Regression with Functional Response	2007	Luboÿs Prchal Pascal Sarda
+	Ozone Pollution Forecasting Using Conditional Mean and Conditional Quantiles with Functional Covariates	2006	Hervé Cardot Christophe Crambes Pascal Sarda
+ PDF Chat	CLT in functional linear regression models	2006	Hervé Cardot André Mas Pascal Sarda
+ PDF Chat	Smoothing splines estimators in functional linear regression with errors-in-variables	2006	Hervé Cardot Christophe Crambes Aloïs Kneip Pascal Sarda
+ PDF Chat	Quantile regression when the covariates are functions	2005	Hervé Cardot Christophe Crambes Pascal Sarda
+	Quantile regression when the covariates are functions	2005	Hervé Cardot Christophe Crambes Pascal Sarda
+	CLT in Functional Linear Regression Models	2005	Hervé Cardot André Mas Pascal Sarda
+	CLT in Functional Linear Regression Models	2005	Hervé Cardot André Mas Pascal Sarda
+	Prospective modelling of land cover in Mediterranean mountain areas	2004	Martin Paegelow Nathalie Villa Laurence Cornez Frédéric Ferraty Louis Ferré Pascal Sarda
+ PDF Chat	Modélisations prospectives de l'occupation du sol. Le cas d'une montagne méditerranéenne	2004	Martin Paegelow Nathalie Villa Laurence Cornez Frédéric Ferraty Louis Ferré Pascal Sarda
+ PDF Chat	Estimation spline de quantiles conditionnels pour variables explicatives fonctionnelles	2004	Hervé Cardot Christophe Crambes Pascal Sarda
+	Testing for No Effect in Functional Linear Regression Models, Some Computational Approaches	2004	Hervé Cardot Aldo Goia Pascal Sarda
+ PDF Chat	Conditional quantiles with functional covariates: an application to ozone pollution forecasting	2004	Hervé Cardot Christophe Crambes Pascal Sarda
+ PDF Chat	Testing Hypotheses in the Functional Linear Model	2003	Hervé Cardot Frédéric Ferraty André Mas Pascal Sarda
+	SPLINE ESTIMATORS FOR THE FUNCTIONAL LINEAR MODEL	2003	Frédéric Ferraty Pascal Sarda
+	Kernel Regression	2000	Pascal Sarda Philippe Vieu
+	Testing Hypotheses in the Functional Linear Model	2000	Hervé Cardot Frédéric Ferraty André Mas Pascal Sarda
+	Asymptotic study of a hybrid spline estimator for the functional linear	2000	Hervé Cardot F. Ferraty Pascal Sarda
+	Functional linear model	1999	Hervé Cardot Frédéric Ferraty Pascal Sarda
+	Rates of Convergence for Spline Estimates of Additive Principal Components	1999	Nour Eddin El Faouzi Pascal Sarda
+	Spline estimators for the functional linear model: Consistency, application and splus implementation	1999	Hervé Cardot F. Ferraty Pascal Sarda
+	On Multidimensional Nonparametric Regression	1996	Philippe Vieu Laurent Pelegrina Pascal Sarda
+	Smooth estimators of distribution and density functions	1992	Michel Lejeune Pascal Sarda
+	Local data-driven bandwidth choice for density estimation	1989	Jan Mielniczuk Pascal Sarda Philippe Vieu
+	Distribution and Hazard Functions Estimation	1989	Lázió Györfi Wolfgang Karl Härdle Pascal Sarda Philippe Vieu
+	How to Select the Smoothing Parameter?	1989	Lázió Györfi Wolfgang Karl Härdle Pascal Sarda Philippe Vieu
+	Density Estimation	1989	Lázió Györfi Wolfgang Karl Härdle Pascal Sarda Philippe Vieu
+	Empirical distribution function for mixing random variables. Application in non parametric hasard estimation	1989	Pascal Sarda Philippe Vieu
+	Regression Estimation and Time Series Analysis	1989	Lázió Györfi Wolfgang Karl Härdle Pascal Sarda Philippe Vieu
+	Quantile regression: a nonparametric approach	1988	Michel Lejeune Pascal Sarda
+	Approche non paramétrique en théorie de la fiabilité : revue bibliographique	1986	Salima Hassani Pascal Sarda Philippe Vieu
+	Weak pointwise consistency of the cross validatory window estimate in non parametric regression estimation	1985	Gérard Collomb Pascal Sarda Philippe Vieu

Common Coauthors

Coauthor	Papers Together
Hervé Cardot	20
Philippe Vieu	11
Frédéric Ferraty	10
Christophe Crambes	10
André Mas	6
Aloïs Kneip	6
Lázió Györfi	4
Laurence Cornez	4
Nathalie Villa	4
Luboš Prchal	4
Wolfgang Karl Härdle	4
Louis Ferré	4
Aldo Goia	3
Jaromı́r Antoch	3
Martin Paegelow	2
Ernesto Salinelli	2
Martin Paegelow	2
Alain Boudou	2
Rosa María	2
Michel Lejeune	2
F. Ferraty	2
Yves Romain	2
Sylvie Viguier-Pla	2
Nour Eddin El Faouzi	1
Gérard Collomb	1
María Teresa Camacho Olmedo	1
Laurent Pelegrina	1
Salima Hassani	1
Luboÿs Prchal	1
Jan Mielniczuk	1
Dominik Poß	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Functional linear model	1999	Hervé Cardot Frédéric Ferraty Pascal Sarda	15
+	Some Tools for Functional Data Analysis	1991	J. O. Ramsay Connor J. Dalzell	13
+	SPLINE ESTIMATORS FOR THE FUNCTIONAL LINEAR MODEL	2003	Frédéric Ferraty Pascal Sarda	12
+	Functional Data Analysis	1999	Eiji Muraki J. O. Ramsay Bernard W. Silverman	11
+	Linear Processes in Function Spaces : Theory and Applications	2018	Denis Bosq	11
+	The Functional Nonparametric Model and Application to Spectrometric Data	2002	Frédéric Ferraty Philippe Vieu	9
+	A Statistical View of Some Chemometrics Regression Tools	1993	lldiko E. Frank Jerome H. Friedman	8
+	Applied Functional Data Analysis	2003	Henry W. Altland	8
+	Generalized Linear Regression on Sampled Signals and Curves: A P-Spline Approach	1999	Brian D. Marx Paul H.C. Eilers	8
+ PDF Chat	Smoothing splines estimators for functional linear regression	2009	Christophe Crambes Aloïs Kneip Pascal Sarda	7
+ PDF Chat	Prediction in functional linear regression	2006	Tommaso Cai Peter Hall	7
+	Functional Data Analysis	1997	J. O. Ramsay Bernard W. Silverman	7
+	Linear Processes in Function Spaces	2000	Denis Bosq	7
+	Applied Functional Data Analysis: Methods and Case Studies	2002	J. O. Ramsay Bernard W. Silverman	6
+	Functional Data Analysis	2015	J. O. Ramsay Bernard W. Silverman	6
+ PDF Chat	Linear functional regression: The case of fixed design and functional response	2002	Antonio Cuevas Manuel Febrero–Bande Ricardo Fraiman	6
+	Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics)	2006	Frédéric Ferraty Philippe Vieu	6
+ PDF Chat	Additive Regression and Other Nonparametric Models	1985	Charles J. Stone	6
+	Functional Data Analysis	2005	J. O. Ramsay	6
+	Functional Data Analysis	2005	J. O. Ramsay B. W. Silverman	6
+	Functional Data Analysis	1998	J. S. Marron J. O. Ramsey Bernard W. Silverman	6
+ PDF Chat	Methodology and convergence rates for functional linear regression	2007	Peter Hall Joël L. Horowitz	5
+	Nonparametric functional data analysis : theory and practice	2006	Frédéric Ferraty Philippe Vieu	5
+	Functional Data Analysis for Sparse Longitudinal Data	2005	Fang Yao Hans‐Georg Müller Jane-Ling Wang	5
+ PDF Chat	Generalized functional linear models	2005	Hans–Georg Müller Ulrich Stadtmüller	5
+ PDF Chat	Extending Correlation and Regression from Multivariate to Functional Data	2000	Gaofeng He Hans‐Georg Müller J. L. Wang	5
+ PDF Chat	Optimal Global Rates of Convergence for Nonparametric Regression	1982	Charles J. Stone	5
+ PDF Chat	Testing Hypotheses in the Functional Linear Model	2003	Hervé Cardot Frédéric Ferraty André Mas Pascal Sarda	5
+	Variational Methods for Eigenvalue Approximation	1974	Hans F. Weinberger	4
+	Functional Data Analysis, 2nd Edn	2005	J. O. Ramsay B. W. Silverman	4
+	Simultaneous non-parametric regressions of unbalanced longitudinal data	1997	Philippe Besse Hervé Cardot Frédéric Ferraty	4
+	Nonparametric Functional Data Analysis: Theory and Practice	2007	Mark Greenwood	4
+ PDF Chat	CLT in functional linear regression models	2006	Hervé Cardot André Mas Pascal Sarda	4
+ PDF Chat	Smoothing splines estimators in functional linear regression with errors-in-variables	2006	Hervé Cardot Christophe Crambes Aloïs Kneip Pascal Sarda	4
+	Transformation and Weighting in Regression.	1990	Peter A. Lachenbruch Raymond J. Carroll David Ruppert	4
+	Convergence rate of b-spline estimators of nonparametric conditional quantile functions<sup>∗</sup>	1994	Xuming He Peide Shi	4
+	Quantile regression: a nonparametric approach	1988	Michel Lejeune Pascal Sarda	4
+	Inference for Density Families Using Functional Principal Component Analysis	2001	Aloïs Kneip Klaus J. Utikal	4
+	Principal Modes of Variation for Processes with Continuous Sample Curves	1986	Peter E. Castro William H. Lawton E. A. Sylvestre	4
+ PDF Chat	Kernel and Nearest-Neighbor Estimation of a Conditional Quantile	1990	P. Bhattacharya Ashis Gangopadhyay	3
+ PDF Chat	Optimal Bandwidth Selection in Nonparametric Regression Function Estimation	1985	Wolfgang Karl Härdle J. S. Marron	3
+	Modelization, Nonparametric Estimation and Prediction for Continuous Time Processes	1991	Denis Bosq	3
+ PDF Chat	Analysis of Additive Dependencies and Concurvities Using Smallest Additive Principal Components	1994	Deborah Donnell Andreas Buja Werner Stuetzle	3
+	NUMERICAL SOLUTION OF DISCRETE STABLE LINEAR MATRIX EQUATIONS ON MULTICOMPUTERS	2002	Peter Benner Enrique S. Quintana–Ort́ı Gregorio Quintana‐Ortí	3
+	Spline Smoothing and Nonparametric Regression.	1989	M. C. Jones R. L. Eubank	3
+	Applied Nonparametric Regression	1990	Wolfgang Karl Härdle	3
+	Spline Models for Observational Data.	1991	Hans‐Georg Müller Grace Wahba	3
+	Natural spline functions, their associated eigenvalue problem	1983	Florencio I. Utreras	3
+	Efficient tests for normality, homoscedasticity and serial independence of regression residuals	1980	Carlos M. Jarque Anil K. Bera	3
+ PDF Chat	Simultaneous analysis of Lasso and Dantzig selector	2009	Peter J. Bickel Ya’acov Ritov Alexandre B. Tsybakov	3