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Essays in robust estimation and inference in semi- and nonparametric econometrics

Yannick Guyonvarch
Statistics Theory [stat.TH]. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLG007⟩
Theses tel-02421451v1
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Adaptive estimation in the linear random coefficients model when regressors have limited variation

Christophe Gaillac , Eric Gautier
Preprints, Working Papers, ... hal-02130472v4
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Fast Incremental Expectation Maximization for finite-sum optimization: nonasymptotic convergence

Gersende Fort , Pierre Gach , Eric Moulines
Statistics and Computing, In press, 31 (48), ⟨10.1007/s11222-021-10023-9⟩
Journal articles hal-02617725v2
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Contributions to the theoretical study of variational inference and robustness

Badr-Eddine Cherief-Abdellatif
Statistics [math.ST]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAG001⟩
Theses tel-02893465v1

PAC-Bayesian Aggregation of Affine Estimators

L. Montuelle , E. Le Pennec
Nonparametric Statistics, pp.133-144, 2018
Book sections hal-02160271v1
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Collective Matrix Completion

Mokhtar Z. Alaya , Olga Klopp
Journal of Machine Learning Research, 2019, 20 (148), pp.1−43
Journal articles hal-01846078v2
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The rule of thumb for smoothing with asymmetric kernels

Valentin Patilea , Laure Sardet
Annales de l'ISUP, 2009, 53 (2-3), pp.49-60
Journal articles hal-00458936v1
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Permutation estimation and minimax rates of identifiability

Olivier Collier , Arnak S. Dalalyan
JMLR, 2013, 31, pp.10-19
Journal articles hal-00787916v1
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Book reviews, Summer 2012

Christian Robert
CHANCE, 2012, 25 (3), pp.58-62. ⟨10.1080/09332480.2012.726567⟩
Journal articles hal-00687315v1
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Sharp Oracle Inequalities for Aggregation of Affine Estimators

Arnak S. Dalalyan , Joseph Salmon
Annals of Statistics, 2012, 40 (4), pp.2327-2355. ⟨10.1214/12-AOS1038⟩
Journal articles hal-00587225v3
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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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Fast rates in learning with dependent observations

Pierre Alquier , Olivier Wintenberger
Preprints, Working Papers, ... hal-00671979v1
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Non parametric finite translation mixtures with dependent regime

Elisabeth Gassiat , Judith Rousseau
Preprints, Working Papers, ... hal-00786750v1
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A Bayesian nonparametric approach for generalized Bradley-Terry models in random environment

Sylvain Le Corff , Matthieu Lerasle , Elodie Vernet
Preprints, Working Papers, ... hal-01860352v1
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Phylogenetic Models for Semitic Vocabulary

Geoff K. Nicholls , Robin Ryder
Preprints, Working Papers, ... hal-00641450v1
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Bernstein Von Mises Theorem for linear functionals of the density

Vincent Rivoirard , Judith Rousseau
Annals of Statistics, 2012, 40, pp.1489-1523. ⟨10.1214/12-AOS1004SUPP⟩
Journal articles hal-00405849v2

An $\{l_1,l_2,l_{\infty}\}$-Regularization Approach to High-Dimensional Errors-in-variables Models

Alexandre Belloni , Mathieu Rosenbaum , Alexandre B. Tsybakov
Electronic Journal of Statistics , 2014, 10 (2), pp.1729 - 1750. ⟨10.1214/15-EJS1095⟩
Journal articles hal-01509722v1
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Estimation des flux d’immigration : réconciliation de deux sources par une approche bayésienne

Julyan Arbel , Vianney Costemalle
Economie et Statistique / Economics and Statistics, 2016, 483-484-485, pp.121-149
Journal articles hal-01396606v1
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On variance stabilisation in Population Monte Carlo by double Rao-Blackwellisation

Alessandra Iacobucci , Jean-Michel Marin , Christian P. Robert
Computational Statistics and Data Analysis, 2010, 54 (3), pp.698-710. ⟨10.1016/j.csda.2008.09.020⟩
Journal articles inria-00260141v1
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Estimating the parameters of a generalized lambda distribution

Benjamin Fournier , Nicolas Rupin , Maxence Bigerelle , Denis Najjar , Alain Iost , et al.
Computational Statistics and Data Analysis, 2007, 51 (6), pp.2813-2835. ⟨10.1016/j.csda.2006.09.043⟩
Journal articles hal-01326519v1

Free Energy Methods for Bayesian Inference: Efficient Exploration of Univariate Gaussian Mixture Posteriors

Nicolas Chopin , Tony Lelièvre , Gabriel Stoltz
Statistics and Computing, 2012, 22 (4), pp.897-916. ⟨10.1007/s11222-011-9257-9⟩
Journal articles hal-00460914v1
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Détection de rupture dans un modèle exponentiel

Olivier Lopez , Vladimir Spokoiny
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494806v1
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Recensements de population : nouvelles méthodes, nouveaux défis

Jean-François Royer
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494828v1
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Oracle Inequalities and Optimal Inference under Group Sparsity

Karim Lounici , Alexandre Tsybakov , Massimiliano Pontil , Sara A. van de Geer
Preprints, Working Papers, ... hal-00501509v1
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Multiplicative Bias Corrected Nonparametric Smoothers

Nicolas Hengartner , Eric Matzner-Løber , Laurent Rouvière , Thomas Burr
Nonparametric statistics, Springer proceedings in Mathematics and Statistics, 3rd ISNPS, Avignon, 2016., 2018, ⟨10.1007/978-3-319-96941-1_3⟩
Book sections hal-00408696v3

The Search for Certainty: a critical assessment

Christian Robert
Bayesian Analysis, 2010, 05 (02), pp.213-222. ⟨10.1214/10-BA601⟩
Journal articles hal-00473022v1

Convergence of adaptive mixtures of importance sampling schemes

R. Douc , A. Guillin , Jean-Michel Marin , C. P. Robert
Statistics and Computing, 2008, 18,, pp.447-459
Journal articles hal-00432955v1
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Time Series Technical Analysis via New Fast Estimation Methods: A Preliminary Study in Mathematical Finance

Michel Fliess , Cédric Join
IAR-ACD08 (23rd IAR Workshop on Advanced Control and Diagnosis), Nov 2008, Coventry, United Kingdom
Conference papers inria-00338099v2
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Single-index Regression models with right-censored responses

Olivier Lopez
Journal of Statistical Planning and Inference, 2009, 139 (3), pp.1082-1097. ⟨10.1016/j.jspi.2008.06.012⟩
Journal articles hal-00261412v1

Comments on: Natural Induction: An Objective Bayesian Approach

Christian Robert
RACSAM. Real Academia de Ciencias. Serie A, Matemáticas - Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A, Matemáticas, 2009, 103 (1), pp.149-150
Journal articles hal-00450729v1