Edit Profile (opens in new tab) Girard, Stéphane Compute Distance To: Compute Author ID: girard.stephane Published as: Girard, Stéphane; Girard, S.; Girard, Stéphanie; Girard, Séphane more...less External Links: MGP Documents Indexed: 90 Publications since 1997 2 Contributions as Editor Co-Authors: 63 Co-Authors with 76 Joint Publications 740 Co-Co-Authors all top 5 Co-Authors 5 single-authored 23 Gardes, Laurent 12 Stupfler, Gilles 11 Guillou, Armelle 7 Daouia, Abdelaati 6 Diebolt, Jean 5 Bouveyron, Charles 5 Deme, El Hadji 5 Forbes, Florence 5 Mazo, Gildas 4 Nazin, Aleksandr V. 4 Saracco, Jérôme 3 Amblard, Cécile 3 El Methni, Jonathan 3 Juditsky, Anatoli B. 2 Ahmad, Aboubacrène Ag 2 Bouchard, Guillaume 2 Chalmond, Bernard 2 Chiancone, Alessandro 2 Dinten, Jean-Marc 2 Diop, Aliou 2 Durante, Fabrizio 2 Fabián, Zdeněk 2 Garrido, Myriam 2 Hermann, Philipp 2 Jordanova, Pavlina K. 2 Lekina, Alexandre 2 Menneteau, Ludovic 2 Rivera, Andrés M. 2 Schmid, Cordelia 2 Stehlík, Milan 2 Střelec, Luboš 2 Torres, Sebastián 2 Usseglio-Carleve, Antoine 1 Albert, Clément 1 Alziary de Roquefort, Thierry 1 Amsaleg, Laurent 1 Arbel, Julyan 1 Bernard-Michel, C. 1 Carreau, Julie 1 Chanussot, Jocelyn 1 Chavent, Marie 1 Chelly, Oussama 1 Coudret, Raphaël 1 Crispino, Marta 1 Deniau, Hugues 1 Diallo, Aldiouma 1 Diongue, Abdou Kâ 1 Dutfoy, Anne 1 El-Aroui, Mhamed-Ali 1 Fauvel, Mathieu 1 Furon, Teddy 1 Gannoun, Ali 1 Geffroy, Jean Claude 1 Guinot, Christiane 1 Houle, Michael E. 1 Iovleff, Serge 1 Kawarabayashi, Ken-ichi 1 Kiseľák, Jozef 1 Kuentz-Simonet, Vanessa 1 Liquet, Benoit 1 Lorenzo, Hadrien 1 Louhichi, Sana 1 Nett, Michael 1 Nguyen, Anh Thi 1 Nguyen, Thi Mong Ngoc 1 Sokhna, Cheikh 1 Soza, Ludy Núñez 1 Sylla, Seydou N. 1 Vaičiulis, Marijus all top 5 Serials 11 Journal of Multivariate Analysis 6 Journal of Statistical Planning and Inference 6 Extremes 5 Communications in Statistics. Theory and Methods 4 Statistics & Probability Letters 4 Computational Statistics and Data Analysis 4 Test 4 Journal de la Société Française de Statistique 3 Scandinavian Journal of Statistics 3 Automation and Remote Control 3 Bernoulli 3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 3 Comptes Rendus de l’Académie des Sciences. Série I. Mathématique 3 REVSTAT 3 Electronic Journal of Statistics 3 Dependence Modeling 2 Journal of Econometrics 2 Computational Statistics 2 Journal of Nonparametric Statistics 2 Comptes Rendus. Mathématique. Académie des Sciences, Paris 2 Statistics and Computing 1 Metrika 1 The Annals of Statistics 1 Biometrics 1 Journal of Computational and Applied Mathematics 1 Insurance Mathematics & Economics 1 Pattern Recognition 1 Data Mining and Knowledge Discovery 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Flow, Turbulence and Combustion 1 Applied Stochastic Models in Business and Industry all top 5 Fields 87 Statistics (62-XX) 15 Probability theory and stochastic processes (60-XX) 8 Numerical analysis (65-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Operations research, mathematical programming (90-XX) 3 Computer science (68-XX) 2 General and overarching topics; collections (00-XX) 1 Fluid mechanics (76-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 77 Publications have been cited 776 times in 387 Documents Cited by ▼ Year ▼ High-dimensional data clustering. Zbl 1452.62433Bouveyron, C.; Girard, S.; Schmid, C. 63 2007 On kernel smoothing for extremal quantile regression. Zbl 1281.62097Daouia, Abdelaati; Gardes, Laurent; Girard, Stéphane 51 2013 Kernel estimators of extreme level curves. Zbl 1367.62159Daouia, Abdelaati; Gardes, Laurent; Girard, Stéphane; Lekina, Alexandre 46 2011 Conditional extremes from heavy-tailed distributions: an application to the estimation of extreme rainfall return levels. Zbl 1238.62136Gardes, Laurent; Girard, Stéphanie 33 2010 A moving window approach for nonparametric estimation of the conditional tail index. Zbl 1151.62040Gardes, Laurent; Girard, Stéphane 30 2008 Symmetry and dependence properties within a semiparametric family of bivariate copulas. Zbl 1019.62046Amblard, Cécile; Girard, Stéphane 29 2002 Functional nonparametric estimation of conditional extreme quantiles. Zbl 1178.62055Gardes, Laurent; Girard, Stéphane; Lekina, Alexandre 28 2010 Estimation of tail risk based on extreme expectiles. Zbl 1383.62235Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 28 2018 A new extension of bivariate FGM copulas. Zbl 1433.62129Amblard, Cécile; Girard, Stéphane 24 2009 A Hill type estimator of the Weibull tail-coefficient. Zbl 1066.62052Girard, Stéphane 23 2004 Bias-reduced estimators of the Weibull tail-coefficient. Zbl 1196.62052Diebolt, Jean; Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 20 2008 Comparison of Weibull tail-coefficient estimators. Zbl 1141.62341Gardes, Laurent; Girard, Stéphane 19 2006 Functional kernel estimators of large conditional quantiles. Zbl 1295.62052Gardes, Laurent; Girard, Stéphane 17 2012 Estimating extreme quantiles of Weibull tail distributions. Zbl 1073.62046Gardes, Laurent; Girard, Stéphane 16 2005 Estimation of the Weibull tail-coefficient with linear combination of upper order statistics. Zbl 1133.62035Gardes, Laurent; Girard, Stéphane 16 2008 Frontier estimation via kernel regression on high power-transformed data. Zbl 1206.62070Girard, Stéphane; Jacob, Pierre 15 2008 Extreme values and kernel estimates of point processes boundaries. Zbl 1154.60330Girard, Stéphane; Jacob, Pierre 13 2004 High-dimensional discriminant analysis. Zbl 1128.62072Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia 13 2007 Non-parametric estimation of extreme risk measures from conditional heavy-tailed distributions. Zbl 1305.62199El Methni, Jonathan; Gardes, Laurent; Girard, Stéphane 12 2014 Weibull tail-distributions revisited: A new look at some tail estimators. Zbl 1197.62049Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 12 2011 Extreme values and Haar series estimates of point processes boundaries. Zbl 1053.62093Girard, Stéphane; Jacob, Pierre 11 2003 Central limit theorems for smoothed extreme value estimates of Poisson point processes boundaries. Zbl 1094.60039Girard, Stéphane; Menneteau, Ludovic 11 2005 Quasi-conjugate Bayes estimates for GPD parameters and application to heavy tails modelling. Zbl 1091.62009Diebolt, Jean; El-Aroui, Mhamed-Ali; Garrido, Myriam; Girard, Stéphane 11 2005 Bias-reduced extreme quantile estimators of Weibull tail-distributions. Zbl 1250.62024Diebolt, Jean; Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 11 2008 Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313Bouveyron, Charles; Girard, Stéphane 10 2009 Projection estimates of point processes boundaries. Zbl 1023.62098Girard, Stéphane; Jacob, Pierre 10 2003 Copulas based on Marshall-Olkin machinery. Zbl 1365.62188Durante, Fabrizio; Girard, Stéphane; Mazo, Gildas 9 2015 Extreme M-quantiles as risk measures: from \(L^{1}\) to \(L^{p}\) optimization. Zbl 1442.62106Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 9 2019 Sliced inverse regression in reference curves estimation. Zbl 1429.62138Gannoun, Ali; Girard, Stéphane; Guinot, Christiane; Saracco, Jérôme 9 2004 Tail expectile process and risk assessment. Zbl 1441.62263Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 9 2020 Extreme geometric quantiles in a multivariate regular variation framework. Zbl 1328.62306Girard, Stéphane; Stupfler, Gilles 8 2015 Marshall-Olkin type copulas generated by a global shock. Zbl 1328.62305Durante, Fabrizio; Girard, Stéphane; Mazo, Gildas 8 2016 A nonlinear PCA based on manifold approximation. Zbl 0976.62056Girard, Stéphane 8 2000 Weak properties and robustness of t-Hill estimators. Zbl 1354.62002Jordanova, Pavlina; Fabián, Zdeněk; Hermann, Philipp; Střelec, Luboš; Rivera, Andrés; Girard, Stéphane; Torres, Sebastián; Stehlík, Milan 7 2016 On the estimation of the functional Weibull tail-coefficient. Zbl 1334.62094Gardes, Laurent; Girard, Stéphane 7 2016 Unsteadiness of flow separation and end-effects regime in a thrust-optimized contour rocket nozzle. Zbl 1113.76301Nguyen, Anh Thi; Deniau, H.; Girard, S.; Alziary de Roquefort, T. 7 2003 Estimation of extreme quantiles from heavy and light tailed distributions. Zbl 1428.62199El Methni, Jonathan; Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 7 2012 Intriguing properties of extreme geometric quantiles. Zbl 1369.62113Girard, Stéphane; Stupfler, Gilles 6 2017 On the estimation of the second order parameter for heavy-tailed distributions. Zbl 1314.62117Deme, El Hadji; Gardes, Laurent; Girard, Stéphane 6 2013 A class of multivariate copulas based on products of bivariate copulas. Zbl 1329.62271Mazo, Gildas; Girard, Stéphane; Forbes, Florence 6 2015 Reduced-bias estimator of the Proportional Hazard Premium for heavy-tailed distributions. Zbl 1284.62211Deme, El Hadji; Girard, Stéphane; Guillou, Armelle 6 2013 A note on sliced inverse regression with regularizations. Zbl 1145.62351Bernard-Michel, C.; Gardes, L.; Girard, S. 6 2008 A sliced inverse regression approach for data stream. Zbl 1306.65040Chavent, Marie; Girard, Stéphane; Kuentz-Simonet, Vanessa; Liquet, Benoit; Nguyen, Thi Mong Ngoc; Saracco, Jérôme 5 2014 Frontier estimation with kernel regression on high order moments. Zbl 1277.62111Girard, Stéphane; Guillou, Armelle; Stupfler, Gilles 5 2013 Consistency of the ET method and smooth variations. Zbl 0934.62048Girard, Stéphane; Diebolt, Jean 5 1999 Student sliced inverse regression. Zbl 1464.62047Chiancone, Alessandro; Forbes, Florence; Girard, Stéphane 5 2017 Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302Bouveyron, C.; Fauvel, M.; Girard, S. 4 2015 Nonparametric estimation of the conditional tail copula. Zbl 1329.62166Gardes, Laurent; Girard, Stéphane 4 2015 A semiparametric family of symmetric bivariate copulas. (Une famille semi-paramétrique de copules symétriques bivariées.) Zbl 1012.60015Amblard, Cécile; Girard, Stéphane 4 2001 \(L_1\)-optimal nonparametric frontier estimation via linear programming. Zbl 1267.62048Girard, S.; Iouditski, A.; Nazin, A. V. 4 2005 A new sliced inverse regression method for multivariate response. Zbl 06984026Coudret, R.; Girard, S.; Saracco, J. 4 2014 A flexible and tractable class of one-factor copulas. Zbl 06652989Mazo, Gildas; Girard, Stéphane; Forbes, Florence 3 2016 Weighted least-squares inference for multivariate copulas based on dependence coefficients. Zbl 1392.62157Mazo, Gildas; Girard, Stéphane; Forbes, Florence 3 2015 A note on the asymptotic normality of the ET method for extreme quantile estimation. Zbl 1116.62316Diebolt, Jean; Girard, Stéphane 3 2003 Nonparametric frontier estimation by linear programming. Zbl 1062.62057Bouchard, G.; Girard, S.; Iouditski, A. B.; Nazin, A. V. 3 2004 Estimating an endpoint with high-order moments. Zbl 1284.62298Girard, Stéphane; Guillou, Armelle; Stupfler, Gilles 3 2012 ExpectHill estimation, extreme risk and heavy tails. Zbl 1464.62279Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 3 2021 Uniform strong consistency of a frontier estimator using kernel regression on high order moments. Zbl 1310.62046Girard, Stéphane; Guillou, Armelle; Stupfler, Gilles 2 2014 On the strong consistency of the kernel estimator of extreme conditional quantiles. Zbl 1331.62228Girard, Stéphane; Louhichi, Sana 2 2015 Reduced-bias estimator of the conditional tail expectation of heavy-tailed distributions. Zbl 1320.62068Deme, El Hadji; Girard, Stéphane; Guillou, Armelle 2 2015 Some linear programming methods for frontier estimation. Zbl 1090.62034Bouchard, G.; Girard, S.; Iouditski, A.; Nazin, A. 2 2005 Kernel estimation of extreme regression risk measures. Zbl 1388.62141El Methni, Jonathan; Gardes, Laurent; Girard, Stéphane 2 2018 Smoothed extreme value estimators of non-uniform point processes boundaries with application to star-shaped supports estimation. Zbl 1135.62038Girard, Stéphane; Menneteau, Ludovic 2 2008 Extreme-value-theoretic estimation of local intrinsic dimensionality. Zbl 1428.60071Amsaleg, Laurent; Chelly, Oussama; Furon, Teddy; Girard, Stéphane; Houle, Michael E.; Kawarabayashi, Ken-ichi; Nett, Michael 2 2018 Beyond tail median and conditional tail expectation: extreme risk estimation using tail \(L^p\)-optimization. Zbl 1454.62143Gardes, Laurent; Girard, Stéphane; Stupfler, Gilles 2 2020 Asymptotic distribution of a Pickands-type estimator of the extreme-value index. Zbl 1065.62018Gardes, Laurent; Girard, Stéphane 1 2005 \(L_{1}\)-optimal linear programming estimator for periodic frontier functions with Hölder continuous derivative. Zbl 1327.93372Nazin, A. V.; Girard, S. 1 2014 Spatial extreme quantile estimation using a weighted log-likelihood approach. Zbl 1316.62062Carreau, Julie; Girard, Stéphane 1 2011 Auto-associative models and generalized principal component analysis. Zbl 1087.62075Girard, Stéphane; Iovleff, Serge 1 2005 On the asymptotic normality of the \(L_1\)-error for Haar series estimates of Poisson point processes boundaries. Zbl 1116.60334Girard, Stéphane 1 2004 Asymptotic normality of the ET method – application to the ET test. Zbl 1037.62043Diebolt, Jean; Garrido, Myriam; Girard, Stéphane 1 2003 Position of principal component analysis among auto-associative composite models. Zbl 0910.68054Girard, Stéphane; Chalmond, Bernard; Dinten, Jean-Marc 1 1998 Asymptotic normality of the \(L_1\)-error of a boundary estimator. Zbl 1096.62048Geffroy, Jean; Girard, Stéphane; Jacob, Pierre 1 2006 Collaborative sliced inverse regression. Zbl 1462.62053Chiancone, Alessandro; Girard, Stéphane; Chanussot, Jocelyn 1 2017 A \(\Gamma\)-moment approach to monotonic boundary estimation. Zbl 1293.62110Daouia, Abdelaati; Girard, Stéphane; Guillou, Armelle 1 2014 Transformation of a copula using the associated co-copula. Zbl 1434.62081Girard, Stéphane 1 2018 Estimation of extreme quantiles from heavy-tailed distributions in a location-dispersion regression model. Zbl 1460.62065Ahmad, Aboubacrène Ag; Deme, El Hadji; Diop, Aliou; Girard, Stéphane; Usseglio-Carleve, Antoine 1 2020 ExpectHill estimation, extreme risk and heavy tails. Zbl 1464.62279Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 3 2021 Tail expectile process and risk assessment. Zbl 1441.62263Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 9 2020 Beyond tail median and conditional tail expectation: extreme risk estimation using tail \(L^p\)-optimization. Zbl 1454.62143Gardes, Laurent; Girard, Stéphane; Stupfler, Gilles 2 2020 Estimation of extreme quantiles from heavy-tailed distributions in a location-dispersion regression model. Zbl 1460.62065Ahmad, Aboubacrène Ag; Deme, El Hadji; Diop, Aliou; Girard, Stéphane; Usseglio-Carleve, Antoine 1 2020 Extreme M-quantiles as risk measures: from \(L^{1}\) to \(L^{p}\) optimization. Zbl 1442.62106Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 9 2019 Estimation of tail risk based on extreme expectiles. Zbl 1383.62235Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles 28 2018 Kernel estimation of extreme regression risk measures. Zbl 1388.62141El Methni, Jonathan; Gardes, Laurent; Girard, Stéphane 2 2018 Extreme-value-theoretic estimation of local intrinsic dimensionality. Zbl 1428.60071Amsaleg, Laurent; Chelly, Oussama; Furon, Teddy; Girard, Stéphane; Houle, Michael E.; Kawarabayashi, Ken-ichi; Nett, Michael 2 2018 Transformation of a copula using the associated co-copula. Zbl 1434.62081Girard, Stéphane 1 2018 Intriguing properties of extreme geometric quantiles. Zbl 1369.62113Girard, Stéphane; Stupfler, Gilles 6 2017 Student sliced inverse regression. Zbl 1464.62047Chiancone, Alessandro; Forbes, Florence; Girard, Stéphane 5 2017 Collaborative sliced inverse regression. Zbl 1462.62053Chiancone, Alessandro; Girard, Stéphane; Chanussot, Jocelyn 1 2017 Marshall-Olkin type copulas generated by a global shock. Zbl 1328.62305Durante, Fabrizio; Girard, Stéphane; Mazo, Gildas 8 2016 Weak properties and robustness of t-Hill estimators. Zbl 1354.62002Jordanova, Pavlina; Fabián, Zdeněk; Hermann, Philipp; Střelec, Luboš; Rivera, Andrés; Girard, Stéphane; Torres, Sebastián; Stehlík, Milan 7 2016 On the estimation of the functional Weibull tail-coefficient. Zbl 1334.62094Gardes, Laurent; Girard, Stéphane 7 2016 A flexible and tractable class of one-factor copulas. Zbl 06652989Mazo, Gildas; Girard, Stéphane; Forbes, Florence 3 2016 Copulas based on Marshall-Olkin machinery. Zbl 1365.62188Durante, Fabrizio; Girard, Stéphane; Mazo, Gildas 9 2015 Extreme geometric quantiles in a multivariate regular variation framework. Zbl 1328.62306Girard, Stéphane; Stupfler, Gilles 8 2015 A class of multivariate copulas based on products of bivariate copulas. Zbl 1329.62271Mazo, Gildas; Girard, Stéphane; Forbes, Florence 6 2015 Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302Bouveyron, C.; Fauvel, M.; Girard, S. 4 2015 Nonparametric estimation of the conditional tail copula. Zbl 1329.62166Gardes, Laurent; Girard, Stéphane 4 2015 Weighted least-squares inference for multivariate copulas based on dependence coefficients. Zbl 1392.62157Mazo, Gildas; Girard, Stéphane; Forbes, Florence 3 2015 On the strong consistency of the kernel estimator of extreme conditional quantiles. Zbl 1331.62228Girard, Stéphane; Louhichi, Sana 2 2015 Reduced-bias estimator of the conditional tail expectation of heavy-tailed distributions. Zbl 1320.62068Deme, El Hadji; Girard, Stéphane; Guillou, Armelle 2 2015 Non-parametric estimation of extreme risk measures from conditional heavy-tailed distributions. Zbl 1305.62199El Methni, Jonathan; Gardes, Laurent; Girard, Stéphane 12 2014 A sliced inverse regression approach for data stream. Zbl 1306.65040Chavent, Marie; Girard, Stéphane; Kuentz-Simonet, Vanessa; Liquet, Benoit; Nguyen, Thi Mong Ngoc; Saracco, Jérôme 5 2014 A new sliced inverse regression method for multivariate response. Zbl 06984026Coudret, R.; Girard, S.; Saracco, J. 4 2014 Uniform strong consistency of a frontier estimator using kernel regression on high order moments. Zbl 1310.62046Girard, Stéphane; Guillou, Armelle; Stupfler, Gilles 2 2014 \(L_{1}\)-optimal linear programming estimator for periodic frontier functions with Hölder continuous derivative. Zbl 1327.93372Nazin, A. V.; Girard, S. 1 2014 A \(\Gamma\)-moment approach to monotonic boundary estimation. Zbl 1293.62110Daouia, Abdelaati; Girard, Stéphane; Guillou, Armelle 1 2014 On kernel smoothing for extremal quantile regression. Zbl 1281.62097Daouia, Abdelaati; Gardes, Laurent; Girard, Stéphane 51 2013 On the estimation of the second order parameter for heavy-tailed distributions. Zbl 1314.62117Deme, El Hadji; Gardes, Laurent; Girard, Stéphane 6 2013 Reduced-bias estimator of the Proportional Hazard Premium for heavy-tailed distributions. Zbl 1284.62211Deme, El Hadji; Girard, Stéphane; Guillou, Armelle 6 2013 Frontier estimation with kernel regression on high order moments. Zbl 1277.62111Girard, Stéphane; Guillou, Armelle; Stupfler, Gilles 5 2013 Functional kernel estimators of large conditional quantiles. Zbl 1295.62052Gardes, Laurent; Girard, Stéphane 17 2012 Estimation of extreme quantiles from heavy and light tailed distributions. Zbl 1428.62199El Methni, Jonathan; Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 7 2012 Estimating an endpoint with high-order moments. Zbl 1284.62298Girard, Stéphane; Guillou, Armelle; Stupfler, Gilles 3 2012 Kernel estimators of extreme level curves. Zbl 1367.62159Daouia, Abdelaati; Gardes, Laurent; Girard, Stéphane; Lekina, Alexandre 46 2011 Weibull tail-distributions revisited: A new look at some tail estimators. Zbl 1197.62049Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 12 2011 Spatial extreme quantile estimation using a weighted log-likelihood approach. Zbl 1316.62062Carreau, Julie; Girard, Stéphane 1 2011 Conditional extremes from heavy-tailed distributions: an application to the estimation of extreme rainfall return levels. Zbl 1238.62136Gardes, Laurent; Girard, Stéphanie 33 2010 Functional nonparametric estimation of conditional extreme quantiles. Zbl 1178.62055Gardes, Laurent; Girard, Stéphane; Lekina, Alexandre 28 2010 A new extension of bivariate FGM copulas. Zbl 1433.62129Amblard, Cécile; Girard, Stéphane 24 2009 Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313Bouveyron, Charles; Girard, Stéphane 10 2009 A moving window approach for nonparametric estimation of the conditional tail index. Zbl 1151.62040Gardes, Laurent; Girard, Stéphane 30 2008 Bias-reduced estimators of the Weibull tail-coefficient. Zbl 1196.62052Diebolt, Jean; Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 20 2008 Estimation of the Weibull tail-coefficient with linear combination of upper order statistics. Zbl 1133.62035Gardes, Laurent; Girard, Stéphane 16 2008 Frontier estimation via kernel regression on high power-transformed data. Zbl 1206.62070Girard, Stéphane; Jacob, Pierre 15 2008 Bias-reduced extreme quantile estimators of Weibull tail-distributions. Zbl 1250.62024Diebolt, Jean; Gardes, Laurent; Girard, Stéphane; Guillou, Armelle 11 2008 A note on sliced inverse regression with regularizations. Zbl 1145.62351Bernard-Michel, C.; Gardes, L.; Girard, S. 6 2008 Smoothed extreme value estimators of non-uniform point processes boundaries with application to star-shaped supports estimation. Zbl 1135.62038Girard, Stéphane; Menneteau, Ludovic 2 2008 High-dimensional data clustering. Zbl 1452.62433Bouveyron, C.; Girard, S.; Schmid, C. 63 2007 High-dimensional discriminant analysis. Zbl 1128.62072Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia 13 2007 Comparison of Weibull tail-coefficient estimators. Zbl 1141.62341Gardes, Laurent; Girard, Stéphane 19 2006 Asymptotic normality of the \(L_1\)-error of a boundary estimator. Zbl 1096.62048Geffroy, Jean; Girard, Stéphane; Jacob, Pierre 1 2006 Estimating extreme quantiles of Weibull tail distributions. Zbl 1073.62046Gardes, Laurent; Girard, Stéphane 16 2005 Central limit theorems for smoothed extreme value estimates of Poisson point processes boundaries. Zbl 1094.60039Girard, Stéphane; Menneteau, Ludovic 11 2005 Quasi-conjugate Bayes estimates for GPD parameters and application to heavy tails modelling. Zbl 1091.62009Diebolt, Jean; El-Aroui, Mhamed-Ali; Garrido, Myriam; Girard, Stéphane 11 2005 \(L_1\)-optimal nonparametric frontier estimation via linear programming. Zbl 1267.62048Girard, S.; Iouditski, A.; Nazin, A. V. 4 2005 Some linear programming methods for frontier estimation. Zbl 1090.62034Bouchard, G.; Girard, S.; Iouditski, A.; Nazin, A. 2 2005 Asymptotic distribution of a Pickands-type estimator of the extreme-value index. Zbl 1065.62018Gardes, Laurent; Girard, Stéphane 1 2005 Auto-associative models and generalized principal component analysis. Zbl 1087.62075Girard, Stéphane; Iovleff, Serge 1 2005 A Hill type estimator of the Weibull tail-coefficient. Zbl 1066.62052Girard, Stéphane 23 2004 Extreme values and kernel estimates of point processes boundaries. Zbl 1154.60330Girard, Stéphane; Jacob, Pierre 13 2004 Sliced inverse regression in reference curves estimation. Zbl 1429.62138Gannoun, Ali; Girard, Stéphane; Guinot, Christiane; Saracco, Jérôme 9 2004 Nonparametric frontier estimation by linear programming. Zbl 1062.62057Bouchard, G.; Girard, S.; Iouditski, A. B.; Nazin, A. V. 3 2004 On the asymptotic normality of the \(L_1\)-error for Haar series estimates of Poisson point processes boundaries. Zbl 1116.60334Girard, Stéphane 1 2004 Extreme values and Haar series estimates of point processes boundaries. Zbl 1053.62093Girard, Stéphane; Jacob, Pierre 11 2003 Projection estimates of point processes boundaries. Zbl 1023.62098Girard, Stéphane; Jacob, Pierre 10 2003 Unsteadiness of flow separation and end-effects regime in a thrust-optimized contour rocket nozzle. Zbl 1113.76301Nguyen, Anh Thi; Deniau, H.; Girard, S.; Alziary de Roquefort, T. 7 2003 A note on the asymptotic normality of the ET method for extreme quantile estimation. Zbl 1116.62316Diebolt, Jean; Girard, Stéphane 3 2003 Asymptotic normality of the ET method – application to the ET test. Zbl 1037.62043Diebolt, Jean; Garrido, Myriam; Girard, Stéphane 1 2003 Symmetry and dependence properties within a semiparametric family of bivariate copulas. Zbl 1019.62046Amblard, Cécile; Girard, Stéphane 29 2002 A semiparametric family of symmetric bivariate copulas. (Une famille semi-paramétrique de copules symétriques bivariées.) Zbl 1012.60015Amblard, Cécile; Girard, Stéphane 4 2001 A nonlinear PCA based on manifold approximation. Zbl 0976.62056Girard, Stéphane 8 2000 Consistency of the ET method and smooth variations. Zbl 0934.62048Girard, Stéphane; Diebolt, Jean 5 1999 Position of principal component analysis among auto-associative composite models. Zbl 0910.68054Girard, Stéphane; Chalmond, Bernard; Dinten, Jean-Marc 1 1998 all cited Publications top 5 cited Publications all top 5 Cited by 551 Authors 55 Girard, Stéphane 30 Guillou, Armelle 24 Gardes, Laurent 22 Goegebeur, Yuri 14 Bouveyron, Charles 14 McNicholas, Paul D. 14 Stupfler, Gilles 10 Durante, Fabrizio 8 Daouia, Abdelaati 8 Forbes, Florence 7 Omladič, Matjaž 6 Browne, Ryan P. 6 Saracco, Jérôme 5 Beirlant, Jan 5 de Wet, Tertius 5 Diebolt, Jean 5 Diop, Aliou 5 Hall, Peter Gavin 5 Hashorva, Enkelejd 5 Jacques, Julien 5 Li, Deyuan 5 Mesiar, Radko 5 Rodionov, Igor’ Vladimirovich 5 Viroli, Cinzia 4 Andrews, Jeffrey L. 4 Barakat, Haroon Mohamed 4 Caeiro, Frederico 4 Di Bernardino, Elena 4 Dupuy, Jean-François 4 Leal de Carvalho Gomes, Maria Ivette 4 He, Fengyang 4 Klement, Erich Peter 4 Košir, Tomaž 4 Laksaci, Ali 4 Montanari, Angela 4 Murphy, Thomas Brendan 4 Osmann, Michael 4 Qin, Jing 4 Rullière, Didier 4 Saminger-Platz, Susanne 4 Subedi, Sanjeena 4 Tong, Tiejun 4 Úbeda-Flores, Manuel 4 Usseglio-Carleve, Antoine 4 Wang, Huixia Judy 4 Worms, Rym 4 Yoshida, Takuma 3 Alawady, Metwally Alsayed 3 Biernacki, Christophe 3 Bouzebda, Salim 3 Cheng, Yebin 3 Cuadras, Carles M. 3 Deme, El Hadji 3 Dierckx, Goedele 3 El Methni, Jonathan 3 Fabián, Zdeněk 3 Huang, Wei 3 Jordanova, Pavlina K. 3 Kolesárová, Anna 3 Ma, Yaolan 3 Mailhot, Mélina 3 Maume-Deschamps, Véronique 3 Mazo, Gildas 3 Menneteau, Ludovic 3 Rodríguez Lallena, José Antonio 3 Šeliga, Adam 3 Soulier, Philippe 3 Stehlík, Milan 3 Worms, Julien 2 Ahmad, Aboubacrène Ag 2 Almanjahie, Ibrahim Mufrah 2 Amini-Dehak, Mohammad 2 Benkhelifa, Lazhar 2 Brahimi, Brahim 2 Brunet-Saumard, Camille 2 Brunet, Camille 2 Cappozzo, Andrea 2 Chavez-Demoulin, Valérie 2 Chesneau, Christophe 2 Côme, Etienne 2 Denœux, Thierry 2 Drapeau, Samuel 2 Emura, Takeshi 2 Escobar-Bach, Mikael 2 Fauvel, Mathieu 2 Fougères, Anne-Laure 2 Fraga Alves, M. Isabel 2 Grama, Ion G. 2 Greselin, Francesca 2 Herrmann, Klaus 2 Hertrich, Johannes 2 Ho, Nguyen Khanh Le 2 Hofert, Marius 2 Iovleff, Serge 2 Jiang, Yuexiang 2 Jouvin, Nicolas 2 Kim, Nam-Hwui 2 Kiseľák, Jozef 2 Kokol-Bukovšek, Damjana 2 Latouche, Pierre ...and 451 more Authors all top 5 Cited in 96 Serials 29 Journal of Multivariate Analysis 26 Computational Statistics and Data Analysis 26 Extremes 22 Journal of Statistical Planning and Inference 17 Communications in Statistics. Theory and Methods 17 Statistics and Computing 14 Advances in Data Analysis and Classification. 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Series A 2 Statistics & Risk Modeling 1 Artificial Intelligence 1 Lithuanian Mathematical Journal 1 Problems of Information Transmission 1 Biometrics 1 Kybernetika 1 Metron 1 Statistica 1 Bulletin of the Iranian Mathematical Society 1 Neural Computation 1 Applications of Mathematics 1 European Journal of Operational Research 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Foundations of Computing and Decision Sciences 1 ETNA. Electronic Transactions on Numerical Analysis 1 Mathematical Problems in Engineering 1 Doklady Mathematics 1 Australian & New Zealand Journal of Statistics 1 Far East Journal of Theoretical Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Discrete Dynamics in Nature and Society 1 Acta Mathematica Sinica. 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Advances in Statistical Analysis 1 SIAM Journal on Imaging Sciences 1 Asian-European Journal of Mathematics 1 Statistics Surveys 1 Journal of Computational and Graphical Statistics 1 Chilean Journal of Statistics 1 Probability, Uncertainty and Quantitative Risk all top 5 Cited in 22 Fields 367 Statistics (62-XX) 57 Probability theory and stochastic processes (60-XX) 32 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 27 Numerical analysis (65-XX) 14 Computer science (68-XX) 7 Operations research, mathematical programming (90-XX) 5 Information and communication theory, circuits (94-XX) 4 Geophysics (86-XX) 3 General and overarching topics; collections (00-XX) 3 Biology and other natural sciences (92-XX) 2 Real functions (26-XX) 2 Difference and functional equations (39-XX) 1 Mathematical logic and foundations (03-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 General topology (54-XX) 1 Systems theory; control (93-XX) Citations by Year