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	hal-01624786v2 Preprints, Working Papers, ... Philippe Berthet, Jean-Claude Fort, Thierry Klein. A Central Limit Theorem for Wasserstein type distances between two different laws 2017
	hal-02548977v1 Journal articles Philippe Berthet, Jean-Claude Fort, Thierry Klein. A Central Limit Theorem for Wasserstein type distances between two distinct univariate distributions Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institute Henri Poincaré, 2020, 56 (2), pp.954-982. ⟨10.1214/19-AIHP990⟩
	hal-00685998v1 Journal articles Jean-Claude Fort, Thierry Klein, Agnès Lagnoux, Béatrice Laurent. Estimation of the Sobol indices in a linear functional multidimensional model Journal of Statistical Planning and Inference, Elsevier, 2013, 143 (9), pp.1590-1605
	hal-00961542v1 Journal articles Jérémie Bigot, Sébastien Gadat, Thierry Klein, Clément Marteau. Intensity estimation of non-homogeneous Poisson processes from shifted trajectories Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2013, 7, p. 881-931. ⟨10.1214/13-EJS794⟩
	hal-00685947v1 Journal articles Nabil Rachdi, Jean-Claude Fort, Thierry Klein. Stochastic inverse problem with noisy simulator - Application to aeronautical model Annales de la Faculté des Sciences de Toulouse. Mathématiques., Université Paul Sabatier _ Cellule Mathdoc 2012, vol. 21 (3), p. 593-622. ⟨10.5802/afst.1346⟩
	hal-01980607v1 Journal articles B. Chauvin, Thierry Klein, J.-F. Marckert, A Rouault. Martingales and Profile of Binary Search Trees Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2005, 10, pp.420-435
	hal-01700314v2 Journal articles Edouard Fournier, Stéphane Grihon, Thierry Klein. A case study : Influence of Dimension Reduction on regression trees-based Algorithms -Predicting Aeronautics Loads of a Derivative Aircraft Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2018, 159 (3)
	hal-00881112v1 Journal articles Fabrice Gamboa, Alexandre Janon, Thierry Klein, Agnès Lagnoux. Sensitivity analysis for multidimensional and functional outputs Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2014, 8 (1), pp.575-603
	hal-01973286v1 Journal articles Sébastien Gadat, Thierry Klein, Clément Marteau. CLASSIFICATION IN GENERAL FINITE DIMENSIONAL SPACES WITH THE NEAREST NEIGHBOR RULE: NECESSARY AND SUFFICIENT CONDITIONS Annals of Statistics, Institute of Mathematical Statistics, 2016, 44 (3), pp.982-1009
	hal-01978864v1 Journal articles Jérémie Bigot, Raul Gouet, Thierry Klein, Alfredo Lopez. Geodesic PCA in the Wasserstein space by convex PCA Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institute Henri Poincaré, 2017, 53 (1), pp.1-26. ⟨10.1214/15-aihp706⟩
	tel-01975674v1 Habilitation à diriger des recherches Thierry Klein. Habilitation à Diriger des Recherches: Théorème central limite, inégalités de concentration et principes de grandes déviations: applications à des modèles issus de la combinatoire et à l’analyse de sensibilité. Bornes minimax et distance de Wasserstein en statistique semi-paramétrique. Probabilités [math.PR]. Université Paul Sabatier, 2016
	hal-00537236v2 Journal articles Nabil Rachdi, Jean-Claude Fort, Thierry Klein. Risk bounds for new M-estimation problems ESAIM: Probability and Statistics, EDP Sciences, In press
	hal-01980611v1 Journal articles Thierry Klein, Yutao Ma, Nicolas Privault. Convex Concentration Inequalities and Forward-Backward Stochastic Calculus Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2006, 11, pp.486-512
	hal-01137577v1 Preprints, Working Papers, ... Jean-Claude Fort, Thierry Klein. New Fréchet features for random distributions and associated sensitivity indices 2015
	hal-00593922v1 Preprints, Working Papers, ... Jérémie Bigot, Sébastien Gadat, Thierry Klein, Clément Marteau. Intensity estimation of non-homogeneous Poisson processes from shifted trajectories 2011
	hal-00821308v1 Journal articles Jean-Claude Fort, Thierry Klein, Nabil Rachdi. New sensitivity analysis subordinated to a contrast Communications in Statistics - Theory and Methods, Taylor & Francis, 2015, 45 (15), pp.4349-4364
	hal-01163393v2 Journal articles Fabrice Gamboa, Thierry Klein, Agnès Lagnoux. Sensitivity analysis based on Cramér von Mises distance SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2018, 6 (2), pp.522-548. ⟨10.1137/15M1025621⟩
	hal-02895684v2 Preprints, Working Papers, ... Fabien Brosset, Thierry Klein, Agnès Lagnoux, Pierre Petit. Probabilistic proofs of large deviation results for sums of semiexponential random variables and explicit rate function at the transition 2021
	hal-00800847v2 Journal articles Fabrice Gamboa, Alexandre Janon, Thierry Klein, Agnès Lagnoux. Sensitivity indices for multivariate outputs Comptes Rendus Mathématique, Elsevier Masson, 2013, 351 (7-8), pp.307-310
	hal-01998724v2 Journal articles José Betancourt, François Bachoc, Thierry Klein, Déborah Idier, Rodrigo Pedreros et al. Gaussian process metamodeling of functional-input code for coastal flood hazard assessment Reliability Engineering and System Safety, Elsevier, 2020, 198, ⟨10.1016/j.ress.2020.106870⟩
	hal-02536624v1 Preprints, Working Papers, ... José Betancourt, François Bachoc, Thierry Klein. Gaussian Process Regression for Scalar and Functional Inputs with funGp - The in-depth tour 2020
	hal-03063972v1 Preprints, Working Papers, ... Christophe Marcenat, Thierry Klein, David Lebøeuf, Alexandre Jaoui, Gabriel Seyfarth et al. Wide critical fluctuations of the field-induced phase transition in graphite 2020
	hal-01100529v2 Journal articles Thierry Klein, Agnès Lagnoux, P Petit. A conditional Berry-Esseen inequality Journal of Applied Probability, Cambridge University press, 2019
	hal-01801795v1 Journal articles Thierry Klein, Agnès Lagnoux, P Petit. A conditional Berry-Esseen inequality Journal of Applied Probability, Cambridge University press, 2019, 56 (1), pp 76-90. ⟨10.1017/jpr.2019.7⟩
	hal-01919045v1 Journal articles Edouard Fournier, Stéphane Grihon, Christian Bes, Thierry Klein. Prediction of Preliminary Maximum Wing Bending Moments under Discrete Gust AIAA Journal, American Institute of Aeronautics and Astronautics, In press, ⟨10.2514/1.C035329⟩
	hal-01526879v1 Preprints, Working Papers, ... Thierry Klein, Jean-Claude Fort, Philippe Berthet. Convergence of an estimator of the Wasserstein distance between two continuous probability distributions 2017
	hal-01980616v1 Journal articles Nabil Rachdi, Jean-Claude Fort, Thierry Klein. Stochastic Inverse Problem with Noisy Simulator. Application to aeronautical model Annales de la Faculté des Sciences de Toulouse. Mathématiques., Université Paul Sabatier _ Cellule Mathdoc 2012, 21 (3), pp.593-622. ⟨10.5802/afst.1346⟩
	hal-01879135v3 Journal articles Edouard Fournier, Stéphane Grihon, Thierry Klein. Semiparametric estimation of plane similarities: application to fast computation of aeronautic loads Statistics, Taylor & Francis: STM, Behavioural Science and Public Health Titles, 2019, 53 (5), pp.1168-1186. ⟨10.1080/02331888.2019.1632859⟩
	hal-00763668v7 Journal articles Jérémie Bigot, Thierry Klein. Characterization of barycenters in the Wasserstein space by averaging optimal transport maps ESAIM: Probability and Statistics, EDP Sciences, 2018, 22, pp.35 - 57. ⟨10.1051/ps/2017020⟩
	hal-01979113v1 Journal articles Thierry Klein, Emmanuel Rio. Concentration around the mean for maxima of empirical processes Annals of Probability, Institute of Mathematical Statistics, 2005, 33 (3), pp.1060-1077. ⟨10.1214/009117905000000044⟩
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