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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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