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Grouped variable importance with random forests and application to multiple functional data analysis

Baptiste Gregorutti , Bertrand Michel , Philippe Saint-Pierre
2015
Preprints, Working Papers, ... hal-01084301v2
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Classification d'un ensemble de variables qualitatives

Hisham Abdallah , Gilbert Saporta
Revue de Statistique Appliquée, 1998, 46 (4), pp.5-26
Journal articles hal-02507938v1
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Contribution à la théorie de l’estimation fonctionnelle. Chap. I-III

D. Bosq
Annales de l'ISUP, 1970, XIX (2), pp.1-96
Journal articles hal-04083374v1

New Kernel-type estimator of Shanonnʼs entropy

Salim Bouzebda , Issam Elhattab
Comptes Rendus. Mathématique, 2014, 352 (1), pp.75 - 80. ⟨10.1016/j.crma.2013.11.011⟩
Journal articles hal-01764348v1

Statistical tests in the partially linear additive regression models

Salim Bouzebda , Khalid Chokri
Statistical Methodology, 2014, 19, pp.4 - 24. ⟨10.1016/j.stamet.2014.02.001⟩
Journal articles hal-01764352v1
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Asymptotic Normality in Density Support Estimation

Gérard Biau , Benoît Cadre , David Y. Mason , Bruno Pelletier
Electronic Journal of Probability, 2009, 14 (91), pp.2617-2635. ⟨10.1214/EJP.v14-722⟩
Journal articles hal-00380359v1
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High-frequency asymptotics for subordinated isotropic fields on an Abelian compact group

Domenico Marinucci , Giovanni Peccati
2006
Preprints, Working Papers, ... hal-00083611v1
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Piecewise linear density estimation for sampled data

François-Xavier Lejeune
2009
Preprints, Working Papers, ... hal-00175395v3
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ON THE PROJECTION PURSUIT METHODOLOGY - VERSION 2

Jacques Touboul
2008
Preprints, Working Papers, ... hal-00308862v1
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Divergences and duality for estimation and test under moment condition model

Michel Broniatowski , Amor Keziou
Journal of Statistical Planning and Inference, 2012, 142 ( 9), pp. 2554-2573
Journal articles hal-00451831v2
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Strongly consistent model selections for densities

Gérard Biau , Benoît Cadre , Luc Devroye , Laszlo Gyorfi
Test, 2008, pp.531-545
Journal articles hal-00456079v1
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Intervalles de confiance simultanés pour les indices de pauvreté de FGT

Cheikh Tidiane Seck
Annales de l'ISUP, 2009, LIII (2-3), pp.19-30
Journal articles hal-03634240v1
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Parameter selection for principal curves

Gérard Biau , Aurélie Fischer
2011
Preprints, Working Papers, ... hal-00565540v2
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On the asymptotics of random forests

Erwan Scornet
2014
Preprints, Working Papers, ... hal-01061506v1
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Estimation and model selection for model-based clustering with the conditional classification likelihood

Jean-Patrick Baudry
Electronic Journal of Statistics , 2015, 9 (1), pp.1041-1077. ⟨10.1214/15-EJS1026⟩
Journal articles hal-00699578v2
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Aggregation of estimators and classifiers : theory and methods

Benjamin Guedj
Statistics Theory [stat.TH]. Université Pierre et Marie Curie - Paris VI, 2013. English. ⟨NNT : ⟩
Theses tel-00922353v1
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High-dimensional $p$-norms

Gérard Biau , David D.M. Mason
2013
Preprints, Working Papers, ... hal-00879436v1
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Lois limites fonctionnelles pour le processus empirique et applications

Sarah Ouadah
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2012. Français. ⟨NNT : ⟩
Theses tel-00766805v1
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Une méthode de folding pour des extrêmes multivariés avec application à l'estimation de la mesure de probabilité spectrale

Armelle Guillou , Philippe Naveau , Alexandre You
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494782v1
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Slope Heuristics: Overview and Implementation

Jean-Patrick Baudry , Cathy Maugis , Bertrand Michel
2010
Other publications hal-00461639v1

Nonparametric density estimation in presence of bias and censoring

Fabienne Comte , Elodie Brunel , Agathe Guilloux
Test, 2009, 18 (1), pp.166-194. ⟨10.1007/s11749-007-0075-5⟩
Journal articles istex hal-00534751v1
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Optimal design for linear forms of the parameters in a Chebyshev regression

Michel Broniatowski , Giorgio Celant
Annales de l'ISUP, 2016, 60 (3), pp.15-54
Journal articles hal-01010962v2
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On the kernel rule for function classification

Christophe Abraham , Gérard Biau , Benoît Cadre
Annals of the Institute of Statistical Mathematics, 2006, pp.619-633
Journal articles hal-00455803v1
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Estimation non-paramétrique et convergence faible des mesures de pauvreté

Cheikh Tidiane Seck
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2011. Français. ⟨NNT : 2011PA066053⟩
Theses tel-00825389v1
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Light tails: Gibbs conditional principle under extreme deviation

Michel Broniatowski , Zhansheng Cao
2013
Preprints, Working Papers, ... hal-00822435v1
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Bayesian prediction for stochastic processes. Theory and applications

Delphine Blanke , Denis Bosq
2013
Preprints, Working Papers, ... hal-00750263v2
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Approximation for general bootstrap of empirical processes with an application to kernel-type density estimation

Salim Bouzebda , Omar El-Dakkak
2009
Preprints, Working Papers, ... hal-00371340v1

Several Applications of Divergence Criteria in Continuous Families

Michel Broniatowski , Igor Vajda
Kybernetika, 2012, 48 ( 4), pp.600-636
Journal articles hal-00430179v1
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PROJECTION PURSUIT THROUGH RELATIVE ENTROPY MINIMISATION

Jacques Touboul
2008
Preprints, Working Papers, ... hal-00429675v1
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Behavior of a sample under extreme conditioning, maximum likelihood under weighted sampling

Zhansheng Cao
Statistics [math.ST]. Université Pierre et Marie Curie - Paris VI, 2012. English. ⟨NNT : ⟩
Theses tel-00802459v1