, Statistical predictor identification, Annals of the Institute of Statistical Mathematics, vol.3, issue.1, pp.203-217, 1970.
DOI : 10.1007/BF02506337
, Information theory and an extension of the maximum likelihood principle, Second International Symposium on Information Theory (Tsahkadsor , 1971), pp.267-281, 1973.
, The relationship between variable selection and data augmentation and a method for prediction, Technometrics, vol.16, pp.125-127, 1974.
, Resampling and Model Selection. P h D t h e sis, University Paris-Sud, vol.11, 2007.
URL : https://hal.archives-ouvertes.fr/tel-00198803
, Model selection by resampling penalization, Electronic Journal of Statistics, vol.3, issue.0, 2008.
DOI : 10.1214/08-EJS196
URL : https://hal.archives-ouvertes.fr/hal-00125455
, V -fold cross-validation improved: V -fold penalization, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00239182
, Model selection for regression on a fixed design. Probab. Theory Related Fields, pp.467-493, 2000.
, Model selection for regression on a random design, ESAIM: Probability and Statistics, vol.6, pp.127-146, 2002.
DOI : 10.1051/ps:2002007
, Clustering through model selection crite- ria. Poster session at One Day Statistical Workshop in Lisieux, 2007.
, Model selection and error estimation, Machine Learning, pp.85-113, 2002.
, Risk bounds for model selection via penalization. Probab. Theory Related Fields, pp.301-413, 1999.
, Gaussian model selection with an unknown variance, The Annals of Statistics, vol.37, issue.2, 2007.
DOI : 10.1214/07-AOS573
URL : https://hal.archives-ouvertes.fr/hal-00756074
, Gaussian model selection, Journal of the European Mathematical Society, vol.3, issue.3, pp.203-268, 2001.
DOI : 10.1007/s100970100031
, Minimal penalties for Gaussian model selection. Probab. Theory Related Fields, pp.33-73, 2007.
, A poor man's wilks phenomenon, 2008.
, Estimation of equifrequency histograms, Statistics & Probability Letters, vol.56, issue.3, pp.227-238, 2002.
DOI : 10.1016/S0167-7152(01)00059-1
, Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation, Journal of the American Statistical Association, vol.78, issue.382, pp.316-331, 1983.
DOI : 10.1080/01621459.1983.10477973
, The Predictive Sample Reuse Method with Applications, Journal of the American Statistical Association, vol.36, issue.2, pp.320-328, 1975.
DOI : 10.1080/01621459.1975.10479865
, Calibration and empirical Bayes variable selection, Biometrika, vol.87, issue.4, pp.731-747, 2000.
, Regression and time series model selection in small samples, Biometrika, vol.76, issue.2, pp.297-307, 1989.
, Rademacher penalties and structural risk minimization, IEEE Transactions on Information Theory, vol.47, issue.5, pp.1902-1914, 2001.
DOI : 10.1109/18.930926
URL : http://bayes.stat.washington.edu/jaw/COURSES/STOP/593.sp.00/PAPERS/radpen1.pdf
, Local Rademacher complexities and oracle inequalities in risk minimization, The Annals of Statistics, vol.34, issue.6, pp.2593-2656, 2006.
DOI : 10.1214/009053606000001019
, Detecting multiple change-points in the mean of Gaussian process by model selection, Signal Processing, vol.85, issue.4, pp.717-736, 2005.
DOI : 10.1016/j.sigpro.2004.11.012
URL : https://hal.archives-ouvertes.fr/inria-00071847
, Some estimation problems related to oil reserves, 2002.
URL : https://hal.archives-ouvertes.fr/tel-00460802
, Asymptotic Optimality for $C_p, C_L$, Cross-Validation and Generalized Cross-Validation: Discrete Index Set, The Annals of Statistics, vol.15, issue.3, pp.958-975, 1987.
DOI : 10.1214/aos/1176350486
, Model selection using rademacher penalization, Proceedings of the 2nd ICSC Symp. on Neural Computation (NC2000), 2000.
, Some comments on C p, Technometrics, vol.15, pp.661-675, 1973.
DOI : 10.2307/1267380
, Concentration inequalities and model selection Lectures from the 33rd Summer School on Probability Theory held in Saint-Flour, Lecture Notes in Mathematics, vol.1896, 2003.
, A nonasymptotic penalized criterion for gaussian mixture model selection. a variable selection and clustering problems, preparation, 2007.
, Asymptotic optimality of the C p -test in the projection estimation of a regression, Teor. Veroyatnost. i Primenen, vol.35, issue.2, pp.305-317, 1990.
, An optimal selection of regression variables, Biometrika, vol.68, issue.1, pp.45-54, 1981.
DOI : 10.1093/biomet/68.1.45
, Cross-validatory choice and assessment of statistical predictions, Hocking, and A. S. Young, and with a reply by the authors, pp.111-147, 1974.
, An asymptotically optimal histogram selection rule, Proceedings of the Berkeley conference in honor of, pp.513-520, 1983.
DOI : 10.1214/aos/1176346792
, Further analysis of the data by akaike's information criterion and the finite corrections, Comm. Statist. A?Theory Methods, vol.7, issue.1, pp.13-26, 1978.
, Model selection for graphical models, 2007.
, Tests et sélection de modèles pour l'analyse de données protéomiques et transcriptomiques, 2007.
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