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

Baptiste Gregorutti , Bertrand Michel , Philippe Saint-Pierre
Preprints, Working Papers, ... hal-01084301v2
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A weighted bootstrap procedure for divergence minimization problems

Michel Broniatowski
AMISTAT : Analytical Methods in Statistics Workshop 2015, Nov 2015, Prague, Czech Republic
Conference papers hal-01376569v1
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On the asymptotics of random forests

Erwan Scornet
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
Preprints, Working Papers, ... hal-00879436v1
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High-dimensional vector quantization : convergence rates and variable selection

Clément Levrard
Statistics [math.ST]. Université Paris Sud - Paris XI, 2014. English. ⟨NNT : 2014PA112214⟩
Theses tel-01126851v1
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Lois limites des statistiques de sommes de fonctionnelles de rapports de ni-espacemerits disjoints

Moïse Jeremie
Annales de l'ISUP, 2013, 57 (3), pp.25-54
Journal articles hal-03611578v1
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Bayesian analysis of redistribution policy with a fixed scale

Guy Cirier
Preprints, Working Papers, ... hal-00927721v1
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A Statistical Approach to Topological Data Analysis

Bertrand Michel
Statistics [math.ST]. UPMC Université Paris VI, 2015
Habilitation à diriger des recherches tel-01235080v1
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Contributions à l'inférence statistique en présence de censure multivariée

Svetlana Gribkova
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2014. Français. ⟨NNT : 2014PA066178⟩
Theses tel-01075674v2
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Processus empiriques pour l'inférence dans le modèle de survie à risques non proportionnels

Cecile Chauvel
Mathématiques générales [math.GM]. Université Pierre et Marie Curie - Paris VI, 2014. Français. ⟨NNT : 2014PA066399⟩
Theses tel-01127777v2
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Light tails: Gibbs conditional principle under extreme deviation

Michel Broniatowski , Zhansheng Cao
Preprints, Working Papers, ... hal-00822435v1
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Univariate and multivariate quantiles, probabilistic and statistical approaches : radar applications

Alexis Decurninge
General Mathematics [math.GM]. Université Pierre et Marie Curie - Paris VI, 2015. English. ⟨NNT : 2015PA066028⟩
Theses tel-01180711v1
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Bayesian prediction for stochastic processes. Theory and applications

Delphine Blanke , Denis Bosq
Preprints, Working Papers, ... hal-00750263v2
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Semiparametric inference for the recurrent event process by means of a single-index model

Olivier Bouaziz , Ségolen Geffray , Olivier Lopez
Statistics A Journal of Theoretical and Applied Statistics, 2015, 49 (2), pp.361-385. ⟨10.1080/02331888.2014.929134⟩
Journal articles hal-00446528v3
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Estimation in a Competing Risks Proportional Hazards Model Under Length-biased Sampling With Censoring

Jean-Yves Dauxois , Agathe Guilloux , Syed N.U.A. Kirmani
Lifetime Data Analysis, 2014, 20 (2), pp.276-302. ⟨10.1007/s10985-013-9248-6⟩
Journal articles hal-00605669v1
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Nonparametric estimation of the intensity function of a recurrent event process

Olivier Bouaziz , Fabienne Comte , Agathe Guilloux
Statistica Sinica, 2013, 23 (2), pp.635-665. ⟨10.5705/ss.2011.137⟩
Journal articles hal-00599714v1
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A large deviations approach to limit theory for heavy-tailed time series

T Mikosch , O Wintenberger
Probability Theory and Related Fields, 2015, pp.654. ⟨10.1007/s00440-015-0654-4⟩
Journal articles hal-01188492v1
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PAC-Bayesian Estimation and Prediction in Sparse Additive Models

Benjamin Guedj , Pierre Alquier
Electronic Journal of Statistics , 2013, 7, pp.264--291. ⟨10.1214/13-EJS771⟩
Journal articles hal-00722969v3
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Sparse single-index model

Pierre Alquier , Gérard Biau
Journal of Machine Learning Research, 2013, 14, pp.243−280
Journal articles hal-00556652v2
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Determinants of Allergic Rhinitis in Young Children with Asthma

Lise Moussu , Philippe Saint-Pierre , Virginie Panayotopoulos , Rémy Couderc , Flore Amat , et al.
PLoS ONE, 2014, 9 (5), pp.e97236. ⟨10.1371/journal.pone.0097236⟩
Journal articles hal-01368345v1
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Un itinéraire de géographe américaniste

Richard Marin , Bertrand Michel
Caravelle. Cahiers du monde hispanique et luso-brésilien, 2013, 100, pp.121-137
Journal articles hal-01586779v1
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Exponential bounds for intensity of jumps

Delphine Blanke , Denis Bosq
Mathematical Methods of Statistics, 2014, 23, pp.239 - 255. ⟨10.3103/S1066530714040012⟩
Journal articles hal-01107650v1
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Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates

Agathe Guilloux , Sarah Lemler , Marie-Luce Taupin
Journal of Statistical Planning and Inference, 2015, 171, pp.38-62. ⟨10.1016/j.jspi.2015.11.005⟩
Journal articles hal-01120683v2
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Une note sur les sous espaces clos Gaussiens

Denis Bosq , Tahar Mourid
Annales de l'ISUP, 2013, 57 (3), pp.103-116
Journal articles hal-03611493v1
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A penalized algorithm for event-specific rate models for recurrent events

Olivier Bouaziz , Agathe Guilloux
Biostatistics, 2015
Journal articles hal-01053266v1
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Cellular Tree Classifiers

Gérard Biau , Luc Devroye
Preprints, Working Papers, ... hal-00778520v2
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Single index regression models in the presence of censoring depending on the covariates

Olivier Lopez , Valentin Patilea , Ingrid van Keilegom
Bernoulli, 2013, 19 (3), pp.721-747. ⟨10.3150/12-BEJ464⟩
Journal articles hal-00644892v1
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Vector quantization and clustering in presence of censoring

Svetlana Gribkova
Preprints, Working Papers, ... hal-01075676v1