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Multiplicative ergodicity of Laplace transforms for additive functional of Markov chains with application to age-dependent branching process

Loïc Hervé , Sana Louhichi , Françoise Pène
2017
Pré-publication, Document de travail hal-01425323v1
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A probabilistic representation of the solution to a 1D evolution equation in a medium with negative index

Éric Bonnetier , Pierre Etoré , Miguel Martinez
2024
Pré-publication, Document de travail hal-03687817v2
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Some contributions to the study and simulation of asymmetric diffusions

Pierre Etoré
Probability [math.PR]. Université Grenoble Alpes, 2016
HDR tel-02011866v1
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Local polynomial estimation of regression operators from functional data with correlated errors

Karim Benhenni , Ali Hajj Hassan , Yingcai Su
Journal of Multivariate Analysis, 2019, 170, pp.80-94. ⟨10.1016/j.jmva.2018.10.008⟩
Article dans une revue hal-01927109v1
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Conditional fractional Gaussian fields with the package FieldSim

Alexandre Brouste , Jacques Istas , Sophie Lambert-Lacroix
The R Journal, 2016, 8 (1), pp.38-47
Article dans une revue hal-02271831v1
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On the excess of average squared error for data-driven bandwidths in nonparametric trend estimation

Karim Benhenni , Didier A. Girard , Sana Louhichi
Advances in Pure and Applied Mathematics, 2021, 12 (N° Spécial ), pp.15-35. ⟨10.21494/ISTE.OP.2021.0696⟩
Article dans une revue hal-02889802v2
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Trapezoidal rule and sampling designs for the nonparametric estimation of the regression function in models with correlated errors

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
Statistics, 2020, 54 (1), pp.59-96. ⟨10.1080/02331888.2020.1715409⟩
Article dans une revue hal-01892123v1

Regression Model for Surrogate Data in High Dimensional Statistics

Ali Hajj Hassan
International Workshop on Perspectives On High-dimensional Data Analysis, Apr 2018, Marrakesh, Morocco
Communication dans un congrès hal-02091372v1

Nonparametric Curve Estimation by Kernel Smoothers under Correlated Errors

Didier A. Girard
2021
Article de blog scientifique hal-03349695v1

Estimation non paramétrique de la fonction de régression pour des modèles avec des erreurs corrélées

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
50èmes Journées de Statistique, SFdS, May 2018, Paris, France
Communication dans un congrès hal-02093607v1
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Guide pour une leçon de modélisation stochastique. Fonctions de répartition empiriques. Tests de Kolmogorov-Smirnov. Estimation des quantiles

Sana Louhichi
Master. France. 2023
Cours hal-04365615v1
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Efficiently estimating some common geostatistical models by ‘energy–variance matching’ or its randomized ‘conditional–mean’ versions

Didier A. Girard
Spatial Statistics, 2017, 21, Part A, pp.1-26. ⟨10.1016/j.spasta.2017.01.001⟩
Article dans une revue hal-00515832v4
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On bandwidth selection problems in nonparametric trend estimation under martingale difference errors

Karim Benhenni , Didier A. Girard , Sana Louhichi
Bernoulli, 2022, 28 (1), pp.395-423. ⟨10.3150/21-BEJ1347⟩
Article dans une revue hal-02514827v2
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A transformed stochastic Euler scheme for multidimensional transmission PDE

Pierre Etoré , Miguel Martinez
Journal of Computational and Applied Mathematics, 2021, 394, pp.113551:1-28. ⟨10.1016/j.cam.2021.113551⟩
Article dans une revue hal-01800305v4

Estimating a centered AR1xAR1 Gaussian field by likelihood maximization or GE-EV matching

Didier A. Girard
2023
Article de blog scientifique hal-04302799v1
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Auto-apprentissage de demi-espaces avec des garanties de généralisation sous le modèle de bruit de Massart

Lies Hadjadj , Massih-Reza Amini , Sana Louhichi , Alexis Deschamps
Conférence sur l'Apprentissage Automatique (CAp), Jul 2022, Vannes, France
Communication dans un congrès hal-03723453v1

Nonparametric Additive Modeling by Smoothing Splines: Robust Unbiased-Risk-Estimate Selector and a Nonisotropic-Smoothing Improvement

Didier A. Girard
2017
Article de blog scientifique hal-01957225v1

Nonparametric regression estimation for functional random design

Karim Benhenni , Mustapha Rachdi , Sonia Hedli-Griche
International Workshop on Functional and Operatorial Statistics, Jun 2017, Coruna, Spain
Poster de conférence hal-02093790v1

Regression models with correlated errors based on functional random design

Karim Benhenni , Sonia Hedli-Griche , Mustapha Rachdi
Test, 2017, 26 (1), pp.1-21. ⟨10.1007/s11749-016-0495-1⟩
Article dans une revue hal-01636182v1
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A probabilistic point of view for the Kolmogorov hypoelliptic equations

Pierre Etoré , Jose R León , Clémentine Prieur
ESAIM: Probability and Statistics, 2023, 27, pp.668-693. ⟨10.1051/ps/2023007⟩
Article dans une revue hal-03342958v2
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Criteria for a split real polynomial

Jean-Michel Billiot , Eric Fontenas
2024
Pré-publication, Document de travail hal-04488836v1
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Time inhomogeneous Stochastic Differential Equations involving the local time of the unknown process, and associated parabolic operators

Pierre Etoré , Miguel Martinez
Stochastic Processes and their Applications, 2018, 128 (8), pp.2642-2687. ⟨10.1016/j.spa.2017.09.018⟩
Article dans une revue hal-01356270v2
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Estimation of local anisotropy based on level sets

Corinne Berzin
Electronic Journal of Probability, 2021, 26, pp.1-72. ⟨10.1214/21-EJP721⟩
Article dans une revue hal-01676491v4

L'échantillonnage optimale pour l'estimation non paramétrique de la fonction de régression dans le cas des données corrélées

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
Journées MAS 2018, Processus et échantillonnage, Aug 2018, Dijon, France
Communication dans un congrès hal-02093616v1

HANDBOOK OF DISCRETE-VALUED TIME SERIES, edited by R. A. Davis, S. H. Holan, R. Lund, R. and Ravishanker. Published by Hall/CRC, Boca Raton, Florida, 2015. Total number of pages: 464 . ISBN: 978-1-4665-7773-2

Alain Latour
Journal of Time Series Analysis, 2017, 38 (3), pp.508-509. ⟨10.1111/jtsa.12223⟩
Article dans une revue hal-02012013v1

Estimators of a Noisy Centered Ornstein-Uhlenbeck Process and Its Noise Variance

Didier A. Girard
2018
Article de blog scientifique hal-02009103v1
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Topological reconstruction of compact supports of dependent stationary random variables

Sadok Kallel , Sana Louhichi
Advances in Applied Probability, In press, 56 (4)
Article dans une revue hal-04366871v1

The effect of correlated errors on the performance of local linear estimation of regression function based on random functional design

Karim Benhenni , Ali Hajj Hassan , Yingcai Su
Statistical Papers, In press, ⟨10.1007/s00362-023-01523-z⟩
Article dans une revue hal-04459349v1

Estimation and designs for regression models with error processes satisfying Holder conditions

Mohamad Belouni , Karim Benhenni , Yingcai Su
2019
Pré-publication, Document de travail hal-02012515v1

Multiplicative ergodicity of Laplace transforms for additive functional of Markov chains

Loïc Hervé , Sana Louhichi , Françoise Pene
ESAIM: Probability and Statistics, 2019, 23, pp.607-637. ⟨10.1051/ps/2019003⟩
Article dans une revue hal-02317232v1