Recent Publications and Technical Reports by Florentina Bunea
(New version) Dimension reduction and variable selection in case-control studies via regularized likelihood optimization, 2009, to appear in the Electronic Journal of Statistics (F. Bunea and A. Barbu) (New version) Adaptive inference for the mean of a stochastic process in functional data, 2009, submitted and on arXiv (F. Bunea, M. Wegkamp and A. Ivanescu)Spades and Mixture Models, 2009, submitted, http://arXiv.org/abs/0901.2044, (F. Bunea, M. Wegkamp and A. Tsybakov)
Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1 + \ell_2$ penalization , 2008, the Electronic Journal of Statistics, Vol. 2, Pages: 1153-1194 (F. Bunea) Sequential Procedures for Aggregating Arbitrary Estimators of a Conditional Mean , 2008, IEEE Transactions in Information Theory, Vol. 54, No. 4, 1725 - 1735. (F. Bunea and A. Nobel). Consistent selection via the Lasso for high dimensional approximating regression models , 2008, IMS Collections, B. Clarke and S. Ghosal Editors; Vol 3, 122 - 138. (F. Bunea) Aggregation for Gaussian Regression , 2007, Annals of Statistics, 35 (4), 1674 - 1697. (F. Bunea, M. Wegkamp and A. Tsybakov). Sparse density estimation with l1 penalties , 2007, Lecture Notes in Artificial Intelligence (COLT 2007), Springer, 530 - 544. (F. Bunea, A. Tsybakov and M. Wegkamp) Sparsity oracle inequalities for the lasso , 2007, The Electronic Journal of Statistics, 169 - 194. (F. Bunea, A. Tsybakov and M. Wegkamp ). Aggregation and Sparsity via l1 Penalized Least Squares , 2006. Proceedings of the Annual Conference on Learning Theory, Lecture Notes in Artificial Intelligence (COLT 2006), Springer, . 379 - 391. (F. Bunea, A. Tsybakov and M. Wegkamp).Consistent variable selection in high dimensional regression via multiple testing, 2006, J. Stat. Planning and Inference, Elsevier, Vol 136, pp 4349-4364 (F. Bunea, M. Wegkamp and A. Auguste) .
Minimax Adaptive Spectral Estimation from an Ensemble of Signals, 2006, IEEE Transactions on Signal Processing, Vol. 54, pp. 2865 - 2874. (F. Bunea, H. Ombao and A. Auguste).Function Classification in Hilbert Spaces, 2004, IEEE Transactions in Information Theory, Vol 51, No. 6, 2163 - 2172. ( G. Biau, F. Bunea and M. Wegkamp)
Consistent Covariate Selection and Post Model Selection Inference in Semiparametric Regression, 2004, Annals of Statistics, Vol. 32, No. 3, 898-927 (F. Bunea).
Two-Stage Model Selection Procedures in Partially Linear Regression, 2004, The Canadian Journal of Statistics, Vol. 32, No 2, pp. 105-118 (F. Bunea and M. Wegkamp).
Covariate Selection for Semiparametric Hazard Function Regression Models, 2005, Journal of Multivariate Analysis, Vol. 92, 186-204 (F. Bunea and I. McKeague).
A Note on Penalized Minimum Distance Estimation in Nonparametric Regression, 2003 The Canadian Journal of Statistics, 2003, Vol. 31, No 3, pp. 267-274 (F. bunea and M. Wegkamp).
A Model Selection Approach to Semiparametric Regression, 2000, Ph.D. thesis, University of Washington .
MCMC in I X J X K Contingency Tables, 2000, Fields Institute Communications, 26, AMS, Providence, Rhode Island (F. Bunea and Julian Besag) .
Ecological Indices and Graphical Modeling of Factors Influencing Benthic Populations in Streams (1999), NRCSE, University of Washington, Tech Report 36 (F. Bunea, T. Richardson and P. Guttorp) .
Geometrical restrictions in self deconvolution (1995), The Annals of Mathematics, University of Bucharest, Mathematics and Informatics Series, 44, 41-50, (F. Bunea).