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Relevant statistics for Bayesian model choice Marin J.-M., Pillai N., Robert C.P., Rousseau J. [hal-00656872 - version 1] (05/01/2012)

Sparse single-index model Alquier P., Biau G. [hal-00556652 - version 2] (05/10/2011)

An Adaptive Interacting Wang-Landau Algorithm for Automatic Density Exploration Bornn L., Jacob P., Del Moral P., Doucet A. [hal-00634211 - version 1] (2011-10-20)

Minimax hypothesis testing for curve registration Collier O. [hal-00619808 - version 2] (03/07/2012)

High-dimensional instrumental variables regression and confidence sets Gautier E., Tsybakov A. [hal-00591732 - version 3] (08/10/2011)

Nonparametric estimation in random coefficients binary choice models Gautier E., Kitamura Y. [hal-00403939 - version 2] (01/09/2011)

Lack of confidence in ABC model choice Robert C., Cornuet J.-M., MARIN J.-M., Pillai N. Proceeding of the national academy of sciences 108, 37 (2011) 15112-15117 [hal-00596300 - version 1]

The use of estimating equations to perform a calibration on complex parameters Lesage E. Survey Methodology 37, 1 (2011) 103-108 [hal-00647577 - version 1]

Hierarchical Bayesian estimation of inequality measures with non-rectangular censored survey data with an application to wealth distribution of the French households Gautier E. Annals Of Applied Statistics 5, 2B (2011) 1632-1656 [hal-00259011 - version 1]

Adaptive estimation in the nonparametric random coefficients binary choice model by needlet thresholding Gautier E., Le Pennec E. Rapport de recherche (2011) [inria-00601274 - version 1]