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| | Least squares type estimation of the transition density of a particular hidden Markov chain | Abstract | PDF |
| | | | Claire Lacour | | | Pages: 1-39 | |
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| | Estimation in a class of nonlinear heteroscedastic time series models | Abstract | PDF |
| | | | Joseph Ngatchou-Wandji | | | Pages: 40-62 | |
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| | Nonparametric Bayesian model selection and averaging | Abstract | PDF |
| | | | Subhashis Ghosal, Jüri Lember and Aad van der Vaart | | | Pages: 63-89 | |
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| | Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators | Abstract | PDF |
| | | | Karim Lounici | | | Pages: 90-102 | |
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| | Structured variable selection in support vector machines | Abstract | PDF |
| | | | Seongho Wu, Hui Zou and Ming Yuan | | | Pages: 103-117 | |
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| | One more approach to the convergence of the empirical process to the Brownian bridge | Abstract | PDF |
| | | | Jean-François Marckert | | | Pages: 118-126 | |
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| | A scale-based approach to finding effective dimensionality in manifold learning | Abstract | PDF |
| | | | Xiaohui Wang and J. Steve Marron | | | Pages: 127-148 | |
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| | Variable selection for multicategory SVM via adaptive sup-norm regularization | Abstract | PDF |
| | | | Hao Helen Zhang, Yufeng Liu, Yichao Wu and Ji Zhu | | | Pages: 149-167 | |
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| | Penalized model-based clustering
with cluster-specific diagonal covariance matrices
and grouped variables | Abstract | PDF |
| | | | Benhuai Xie, Wei Pan and Xiaotong Shen | | | Pages: 168-212 | |
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| | Spatial modelling for mixed-state observations | Abstract | PDF |
| | | | Cécile Hardouin and Jian-Feng Yao | | | Pages: 213-233 | |
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| | Maximum pseudolikelihood estimator for exponential family models of marked Gibbs point processes | Abstract | PDF |
| | | | Jean-Michel Billiot, Jean-François Coeurjolly and Rémy Drouilhet | | | Pages: 234-264 | |
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| | Deconvolution for an atomic distribution | Abstract | PDF |
| | | | Bert van Es, Shota Gugushvili and Peter Spreij | | | Pages: 265-297 | |
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| | Kullback Leibler property of kernel mixture priors in Bayesian density estimation | Abstract | PDF |
| | | | Yuefeng Wu and Subhashis Ghosal | | | Pages: 298-331 | |
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| | The needlets bispectrum | Abstract | PDF |
| | | | Xiaohong Lan and Domenico Marinucci | | | Pages: 332-367 | |
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| | False discovery rate control with multivariate p-values | Abstract | PDF |
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| | On the performances of a new thresholding procedure using tree structure | Abstract | PDF |
| | | | Florent Autin | | | Pages: 412-431 | |
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| | Timescale effect estimation in time-series studies of air pollution and health: A Singular Spectrum Analysis approach | Abstract | PDF |
| | | | Massimo Bilancia and Girolamo Stea | | | Pages: 432-453 | |
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| | A note on sensitivity of principal component subspaces and the efficient detection of influential observations in high dimensions | Abstract | PDF |
| | | | Luke A. Prendergast | | | Pages: 454-467 | |
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| | P-values for classification | Abstract | PDF |
| | | | Lutz Dümbgen, Bernd-Wolfgang Igl and Axel Munk | | | Pages: 468-493 | |
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| | Sparse permutation invariant covariance estimation | Abstract | PDF |
| | | | Adam J. Rothman, Peter J. Bickel, Elizaveta Levina and Ji Zhu | | | Pages: 494-515 | |
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| | Uniform limit laws of the logarithm for estimators of the additive regression function in the presence of right censored data | Abstract | PDF |
| | | | Mohammed Debbarh and Vivian Viallon | | | Pages: 516-541 | |
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| | Estimation of Gaussian graphs by model selection | Abstract | PDF |
| | | | Christophe Giraud | | | Pages: 542-563 | |
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| | Comparing two samples by penalized logistic regression | Abstract | PDF |
| | | | Konstantinos Fokianos | | | Pages: 564-580 | |
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| | Empirical likelihood based testing for regression | Abstract | PDF |
| | | | Ingrid Van Keilegom, César Sánchez Sellero and Wenceslao González Manteiga | | | Pages: 581-604 | |
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| | On the asymptotic properties of the group lasso estimator for linear models | Abstract | PDF |
| | | | Yuval Nardi and Alessandro Rinaldo | | | Pages: 605-633 | |
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| | Construction of weakly CUD sequences for MCMC sampling | Abstract | PDF |
| | | | Seth D. Tribble and Art B. Owen | | | Pages: 634-660 | |
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| | Adaptive complexity regularization for linear inverse problems | Abstract | PDF |
| | | | Jean-Michel Loubes and Carenne Ludeña | | | Pages: 661-677 | |
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| | Functional principal components analysis via penalized rank one approximation | Abstract | PDF |
| | | | Jianhua Z. Huang, Haipeng Shen and Andreas Buja | | | Pages: 678-695 | |
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| | Structural shrinkage of nonparametric spectral estimators for multivariate time series | Abstract | PDF |
| | | | Hilmar Böhm and Rainer von Sachs | | | Pages: 696-721 | |
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| | Nonparametric deconvolution problem for dependent sequences | Abstract | PDF |
| | | | Rafał Kulik | | | Pages: 722-740 | |
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| | Classification with minimax fast rates for classes of Bayes rules with sparse representation | Abstract | PDF |
| | | | Guillaume Lecué | | | Pages: 741-773 | |
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