| 2000 - 2002 | 2003 - | Prépublications |
| Model selection for regression
on a fixed design Probab. Theory Related Fields 117, 467--493 (2000) Model selection for regression on a random design ESAIM Probab. Statist. 6, 127--146 (2002) Model selection for (auto)-regression with dependent data (Collaboration avec F. Comte et G. Viennet) ESAIM Probab. Statist. 5, 33-49 (2001) Adaptive estimation in autoregression or beta-mixing regression via model selection (Collaboration avec F. Comte et G. Viennet) Ann. Statist. 29 (2001) Non asymptotic minimax rates of testing in signal detection Bernoulli 8, 577--606 (2002) A New Test of Linear Hypothesis in Regression (En collaboration avec S. Huet et B. Laurent) Goodness-of-fit tests and model validity (Paris, 2000), 195--207, Stat. Ind. Technol., Birkhauser Boston, Boston, MA, (2002) Adaptive tests of qualitative hypotheses (En collaboration avec S. Huet et B. Laurent) ESAIM Probab. Statist. (2002) |
Habilitation
(2003) Adaptive tests of linear hypotheses by model selection (En collaboration avec S. Huet et B. Laurent) Annals of Statist. 31 (2003) Confidence balls in Gaussian regression Ann. Statist. 32 (2004), no. 2, 528--551. Testing convex hypotheses on the mean of a Gaussian vector. Application to testing qualitative hypotheses on a regression function. En collaboration avec S. Huet et B. Laurent. Ann. Statist. 33 (2005). Estimating the intensity of a random measure by histogram type estimators (En collaboration avec L. Birgé) Probab. Theory Related Fields 143 (2009), no. 1-2, 239--284. Gaussian model selection with unknown variance. (En collaboration avec C. Giraud et S. Huet) to appear Annals of Statist. |
A Bernstein-type inequality for suprema of random processes with applications to model selection in non-Gaussian regression. Estimator selection with respect to Hellinger-type risks |