PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Lucien Birgé

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Number of EPrints submitted by this user: 10

Model selection for Gaussian regression with random design
Lucien Birgé
Bernoulli Volume 10, Number 6, 2004. ISSN 1350-7265

A new lower bound for multiple hypothesis testing
Lucien Birgé
IEEE Information Theory 2005.

Model selection via testing: an alternative to (penalized) maximum likelihood estimators
Lucien Birgé
Annales de l'Institut Henri Poincaré, Probabilité et Statistiques Volume 42, pp. 273-325, 2006. ISSN 0246-0203

Model selection for Poisson processes
Lucien Birgé
In: Asymptotics: particles, processes and inverse problems, Festschrift for Piet Groenenboom IMS Lecture Notes - Monographs series , 55 . (2007) Institute of Mathematical Statistics , Beachwood, USA , pp. 32-64. ISBN 0-940600-71-4

Statistical estimation via model selection
Lucien Birgé
Indagationes Mathematicae Volume 17, Number 4, pp. 497-537, 2006.

Minimal penalties for Gaussian model selection
Lucien Birgé and Pascal Massart
Probability Theory and Related Fields Volume 138, Number 1-2, pp. 33-73, 2007. ISSN 0178-8051

Estimating the intensity of a random measure by histogram type estimators
Lucien Birgé and Yannick Baraud
Probability Theory and Related Fields 2006. ISSN 1432-2064

Model selection for density estimation with L2-loss
Lucien Birgé
Probabilty Theory Related Fields 2010.

Estimating composite functions by model selection
Lucien Birgé and Yannick Baraud
Annales de l’Institut Henri Poincaré - Probabilités et Statistiques 2011.

Robust tests for model selection
Lucien Birgé
In: From Probability to Statistics and Back: High-Dimensional Models and Processes IMS Collections , 9 . (2013) Institute of Mathematical Statistics , pp. 47-64.