| [76]
L. Gardes & S. Girard.
"Estimation de quantiles extrêmes pour les lois à queue de type Weibull : une synthèse bibliographique", Journal de la Société Française de Statistique, to appear, 2013.
|
| [75]
E. Deme, L. Gardes & S. Girard.
"On the estimation of the second order parameter for heavy-tailed distributions",
REVSTAT - Statistical Journal,
to appear, 2013.
|
| [74]
A. Daouia, L. Gardes & S. Girard. "On kernel smoothing for extremal quantile regression", Bernoulli, to appear, 2013.
|
| [73]
S. Girard, A. Guillou & G. Stupfler. "Frontier estimation with kernel regression on high order moments", Journal of Multivariate Analysis, 116, 172--189, 2013.
|
| [72]
E. Deme, S. Girard & A. Guillou.
"Reduced-bias estimator of the Proportional Hazard Premium for heavy-tailed distributions", Insurance: Mathematics and Economics,
52, 550--559, 2013.
|
| [71]
J.B. Durand, S. Girard, V. Ciriza & L. Donini. "Optimization of power consumption and user impact based on point process modeling of the request sequence", Journal of the Royal Statistical Society series C, 62, 151--165, 2013.
|
| [70]
J. Carreau, D. Ceresetti, E. Ursu, S. Anquetin, J.D. Creutin, L. Gardes, S. Girard & G. Molinié. "Evaluation of classical spatial-analysis schemes of extreme rainfall", Natural Hazards and Earth System Sciences, 12, 3229--3240, 2012.
|
| [69]
S. Girard, A. Guillou & G. Stupfler. "Estimating an endpoint with high order moments in the Weibull domain of attraction", Statistics and Probability Letters, 82, 2136-2144, 2012.
|
| [68]
J. El Methni, L. Gardes, S. Girard & A. Guillou. "Estimation of extreme quantiles from heavy and light tailed distributions", Journal of Statistical Planning and Inference, 142(10), 2735--2747, 2012. |
| [67]
L. Gardes & S. Girard.
"Functional kernel estimators of large conditional quantiles",
Electronic Journal of Statistics, 6, 1715--1744, 2012.
|
| [66]
L. Bergé, C. Bouveyron & S. Girard. "HDclassif: An R package for model-based clustering and discriminant analysis of high-dimensional data", Journal of Statistical Software, 46(6), 1--29, 2012. |
| [65] A. Daouia, L. Gardes & S. Girard. "Nadaraya's estimates for large quantiles and free disposal support curves" In I. Van Keilegom and P. Wilson, editors, Exploring research
frontiers in contemporary statistics and econometrics , pages 1--22, Springer, 2012. |
| [64]
S. Girard, A. Guillou & G. Stupfler. "Estimating an endpoint with high order moments", Test, 21, 697--729, 2012.
|
| [63] S. Joshi, A. Lombardot, P. Flatresse, C. D'Agostino, A. Juge, E. Beigne & S. Girard.
"Statistical estimation of dominant physical parameters for leakage variability in 32nanometer CMOS under supply voltage variations", Journal of Low Power Electronics, 8:113--124, 2012. |
| [62]
J. Carreau & S. Girard.
"Spatial extreme quantile estimation using a weighted log-likelihood approach",
Journal de la Société Française de Statistique, 152(3), 66--83, 2011.
|
| [61]
A. Daouia, L. Gardes, S. Girard & A. Lekina. "Kernel estimators of extreme level curves",
Test, 20(2), 311--333, 2011.
|
| [60]
C. Bouveyron, G. Celeux & S. Girard "Intrinsic dimension estimation by maximum likelihood in isotropic probabilistic PCA",
Pattern Recognition Letters, 32(14), 1706--1713, 2011.
|
| [59] L. Gardes & S. Girard "Functional kernel estimators of conditional extreme quantiles" In F. Ferraty,
editor, Recent advances in functional data analysis and related topics, pages 135--140, Springer, Physica-Verlag, 2011.
|
| [58]
L. Gardes, S. Girard & A. Guillou. "Weibull tail-distributions revisited: a new look at some tail estimators", Journal of Statistical Planning and Inference, 141(1), 429--444, 2011.
|
| [57]
J. Jacques, C. Bouveyron, S. Girard, O. Devos, L. Duponchel & C. Ruckebusch. "Gaussian mixture models for the classification of high-dimensional vibrational spectroscopy data", Journal of Chemometrics, 24, 719--727, 2010.
|
| [56] L. Gardes & S. Girard. "Conditional extremes from heavy-tailed distributions: An application to the estimation of extreme rainfall return levels",
Extremes, 13(2), 177--204, 2010.
|
| [55] L. Gardes, S. Girard & A. Lekina. "Functional nonparametric estimation of conditional extreme quantiles", Journal of Multivariate
Analysis, 101, 419--433, 2010.
|
| [54] C. Bouveyron & S. Girard. "Classification supervisée et non supervisée des données de grande dimension, La revue Modulad,
40, 81--102, 2009.
|
| [53] C. Bouveyron & S. Girard. "Robust supervised classification with mixture models: Learning from data with uncertain labels",
Pattern Recognition, 42(11), 2649--2658, 2009.
|
| [52] C. Bernard-Michel, S. Douté, M. Fauvel, L. Gardes & S. Girard. "Retrieval of Mars surface physical properties from OMEGA hyperspectral images using Regularized Sliced Inverse Regression", Journal of Geophysical Research - Planets, 114, E06005, 2009.
|
| [51] S. Girard & P. Jacob.
"Frontier estimation with local polynomials and high power-transformed data",
Journal of Multivariate Analysis, 100, 1691--1705, 2009. |
| [50] C. Bernard-Michel, L. Gardes & S. Girard.
"Gaussian Regularized Sliced Inverse Regression", Statistics and Computing, 19, 85--98, 2009.
|
| [49] C. Amblard & S. Girard.
"A new bivariate extension of FGM copulas", Metrika, 70, 1--17, 2009.
|
| [48] J. Diebolt, L. Gardes, S. Girard & A. Guillou. "Bias-reduced estimators of the Weibull tail-coefficient",
Test, 17, 311--331, 2008. |
| [47] L. Gardes & S. Girard. "A moving window approach for nonparametric estimation of the conditional tail index", Journal of Multivariate
Analysis, 99, 2368--2388, 2008.
|
| [46] C. Bernard-Michel, L. Gardes & S. Girard. "A Note on Sliced Inverse Regression with Regularizations", Biometrics, 64, 982--986, 2008. |
| [45] S. Girard & P. Jacob.
"A note on extreme values and kernel estimators of sample boundaries",
Statistics and Probability Letters, 78, 1634--1638, 2008. |
| [44] S. Girard & P. Jacob.
"Frontier estimation via kernel regression on high power-transformed data",
Journal of Multivariate Analysis, 99, 403--420, 2008. |
| [43] S. Girard & L. Menneteau.
"Smoothed extreme value estimators of non-uniform point processes boundaries with application to star-shaped supports estimation",
Communication in Statistics - Theory and Methods,
37(6), 881--897, 2008. |
| [42] L. Gardes & S. Girard. "Estimation of the Weibull tail-coefficient with linear combination of upper order statistics", Journal of Statistical Planning and Inference, 138, 1416--1427, 2008.
|
| [41] J. Diebolt, L. Gardes, S. Girard & A. Guillou. "Bias-reduced extreme quantiles estimators of Weibull-tail distributions", Journal of Statistical Planning and Inference, 138, 1389--1401, 2008. |
| [40] S. Girard & S. Iovleff. "Auto-associative models, nonlinear Principal component analysis, manifolds and projection pursuit" In A. Gorban et al, editors, Principal Manifolds for Data Visualisation and Dimension Reduction, volume 28, p. 205-222, LNCSE, Springer-Verlag, 2007. |
| [39] C. Bouveyron, S. Girard & C. Schmid. "High Dimensional Data Clustering", Computational Statistics and Data Analysis, 52, 502--519, 2007. |
| [38] C. Bouveyron, S. Girard & C. Schmid.
"High-dimensional discriminant Analysis", Communication in Statistics - Theory and Methods, 36(14), 2607--2623, 2007. |
| [37] J. Diebolt, M. Garrido & S. Girard "A goodness-of-fit test for the
distribution tail" In M. Ahsanulah and S. Kirmani, editors, Extreme value distributions, p. 95-109, Nova Science, New-York, 2007. |
| [36] C. Bouveyron, S. Girard & C. Schmid.
"Class-specific subspace discriminant analysis for high-dimensional data",
In C. Saunders et al., editors, Lecture Notes in Computer Science,
volume 3940, p. 139-150. Springer-Verlag, Berlin Heidelberg, 2006. |
| [35] J. Geffroy, S. Girard & P. Jacob. "Asymptotic normality of the
L1-error of a boundary estimate", Nonparametric Statistics,
18(1), 21-31, 2006. |
| [34] L. Gardes & S. Girard. "Comparison of Weibull tail-coefficient estimators", REVSTAT - Statistical Journal, 4(2), 163-188, 2006. |
| [33] L. Gardes & S. Girard. "Asymptotic properties of a Pickands
type estimator of the extreme value index", In Louis R. Velle, editor, Focus
on probability theory, Nova Science, New-York, 133-149,
2006. |
| [32] J. Diebolt, M. El-Aroui, M. Garrido & S. Girard.
"Quasi-conjugate bayes estimates for GPD parameters and application to heavy tails modelling", Extremes, 8, 57-78, 2005. |
| [31] L. Gardes & S. Girard.
"Asymptotic distribution of a Pickands-type estimator of the extreme value index", Comptes-Rendus de l'Académie des Sciences, t. 341, Série I, 53-58, 2005. |
| [30] L. Gardes & S. Girard. "Estimating extreme quantiles of
Weibull tail-distributions", Communication in Statistics - Theory
and Methods, 34, 1065-1080, 2005. |
| [29] C. Amblard & S. Girard. "Estimation procedures for a
semiparametric family of bivariate copulas", Journal of
Computational and Graphical Statistics, 14(2), 1-15, 2005. |
| [28] S. Girard & S. Iovleff. "Auto-Associative Models and Generalized
Principal Component Analysis", Journal of Multivariate Analysis,
93(1), 21-39, 2005. |
| [27] S. Girard, A. Iouditski & A. Nazin.
"L1-optimal frontier estimation via linear
programming", Automation and Remote Control, 66(12), 2000-2018, 2005. |
| [26] S. Girard & L. Menneteau. "Central limit theorems for smoothed
extreme value estimates of point processes boundaries", Journal of
Statistical Planning and Inference, 135(2), 433-460, 2005.
|
| [25] S. Girard & P. Jacob. "Asymptotic normality of the L1-error
for Geffroy's estimate of point process
boundaries", Publications de l'Institut de Statistique de
l'Université de Paris, XLIX, 3-17, 2005. |
| [24] G. Bouchard, S. Girard, A. Iouditski & A. Nazin.
"Some linear programming methods for frontier estimation", Applied
Stochastic Models in Business and Industry, 21(2), 175-185, 2005. |
| [23] A. Gannoun, S. Girard, C. Guinot & J. Saracco. "Sliced Inverse Regression in reference curves estimation", Computational Statistics and Data
Analysis , 46(3), 103-122, 2004. |
| [22] A. Gannoun, S. Girard, C. Guinot & J. Saracco.
"Implémentation en C d'estimateurs non- paramétriques de
quantiles conditionnels. Application au tracé de courbes de
référence", La revue
de Modulad, 31, 59-70, 2004. |
| [21] S. Girard & P. Jacob. "Extreme values and kernel estimates
of point processes boundaries", ESAIM: Probability and Statistics,
8, 150-168, 2004. |
| [20] S. Girard. "On the asymptotic normality of the L1 error for Haar series
estimates of Poisson point processes boundaries", Statistics and
Probability Letters, 66, 81-90, 2004. |
| [19] G. Bouchard, S. Girard, A. Iouditski & A. Nazin.
"Nonparametric estimation of the support boundary through linear
programming", Automation and Remote Control, 65(1), 58-64, 2004. |
| [18] S. Girard. "A Hill type estimate of the Weibull
tail-coefficient", Communication in Statistics - Theory and Methods
, 33(2), 205-234, 2004. |
| [17] S. Girard & P. Jacob. "Projection estimates of point
processes boundaries", Journal of Statistical Planning and Inference,
116(1), 1-15, 2003. |
| [16] S. Girard & P. Jacob. "Extreme value and Haar series estimates of point process boundaries", Scandinavian Journal of Statistics,
30(2), 369-384, 2003. |
| [15] J. Diebolt, M. Garrido & S. Girard "Asymptotic
normality of the ET method
for extreme quantile estimation. Application to the ET test", Comptes-Rendus
de l'Académie des Sciences, t. 337, Série I, 213-218,
2003. |
| [14] J. Diebolt, J. Ecarnot, M. Garrido, S. Girard & D. Lagrange.
"Le logiciel Extremes, un outil pour l'étude des queues de
distribution", La revue de Modulad, 30, 53-60,
2003. |
| [13] J. Diebolt & S. Girard. "A Note on the asymptotic normality
of the ET method for extreme quantile estimation", Statistics and
Probability Letters, 62(4), 397-406, 2003. |
| [12] C. Amblard & S. Girard. "Symmetry and dependence properties
within a semiparametric family of bivariate copulas", Nonparametric Statistics, 14(6), 715-727, 2002. |
| [11] A. Gannoun, S. Girard, C. Guinot & J. Saracco. "Reference
ranges based on nonparametric quantile regression", Statistics in Medicine, 21(20), 3119-3135, 2002. |
| [10] A. Gannoun, S. Girard, C. Guinot & J. Saracco. "Trois
méthodes non paramétriques pour l'estimation de courbes de référence
- Application l'analyse de propriétés biophysiques de la
peau", Revue de Statistique Appliquée, L(1), 65-89, 2002. |
| [9] C. Amblard & S. Girard. "A semiparametric family of symmetric
bivariate copulas", Comptes-Rendus de l'Académie des Sciences, t.
333, Série I, 129-132, 2001. |
| [8] S. Girard. "A nonlinear PCA based on manifold
approximation", Computational Statistics, 15(2), 145-167, 2000. |
| [7] B. Chalmond & S. Girard. "Nonlinear modeling of scattered
multivariate data and its application to shape change", IEEE Pattern Analysis and Machine Intelligence, 21(5), 422-432, 1999. |
| [6] S. Girard & J. Diebolt. "Consistency of the ET method and
smooth variations", Comptes-Rendus
de l'Académie des Sciences, t. 329, Série I, 821-826, 1999. |
| [5] S. Girard, B. Chalmond & J-M. Dinten. "Position of
principal component analysis among auto-associative composite models", Comptes-Rendus de l'Académie des Sciences, t. 326, Série I, 763-768,
1998. |
| [4] S. Girard, B. Chalmond & J-M. Dinten. "Une ACP
non-linéaire basée sur l'approximation par variétés", Revue
de Statistique Appliquée, XLVI(3), 5-19, 1998. |
| [3] S. Girard, P. Guérin, H. Maître & M. Roux.
"Building detection from high resolution colour images", In
Image and Signal Processing for Remote Sensing, S.B. Serpico (ed.),
vol. 3500, p. 278-289, SPIE, 1998. |
| [2] S. Girard, B. Chalmond & J-M. Dinten. "Designing non
linear models for flexible curves", In Curves and Surfaces with Application in CAGD, A. Le Méhauté, C. Rabut, and L.L. Schumaker (eds.), 135-142, 1997. |
| [1] S. Girard, J-M. Dinten & B. Chalmond. "Building and training
radiographic flexible prior models for object identification from incomplete data", IEE proceedings on Vision, Image and Signal Processing, 143(4), 257-264, 1996. |
