Sommaire du Fascicule no. 1

Support union recovery in high-dimensional multivariate regression

Obozinski, Guillaume ; Wainwright, Martin J. ; Jordan, Michael I.

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p. 1-47

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Regression on manifolds: Estimation of the exterior derivative

Aswani, Anil ; Bickel, Peter ; Tomlin, Claire

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p. 48-81

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ℓ1-penalized quantile regression in high-dimensional sparse models

Belloni, Alexandre ; Chernozhukov, Victor

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p. 82-130

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Causal inference for continuous-time processes when covariates are observed only at discrete times

Zhang, Mingyuan ; Joffe, Marshall M. ; Small, Dylan S.

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p. 131-173

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Focused information criterion and model averaging for generalized additive partial linear models

Zhang, Xinyu ; Liang, Hua

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p. 174-200

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Global uniform risk bounds for wavelet deconvolution estimators

Lounici, Karim ; Nickl, Richard

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p. 201-231

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Nonparametric estimation of surface integrals

Jiménez, Raúl ; Yukich, J. E.

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p. 232-260

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A vanilla Rao–Blackwellization of Metropolis–Hastings algorithms

Douc, Randal ; Robert, Christian P.

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p. 261-277

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Detection of an anomalous cluster in a network

Arias-Castro, Ery ; Candès, Emmanuel J. ; Durand, Arnaud

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p. 278-304

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New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models

Kai, Bo ; Li, Runze ; Zou, Hui

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p. 305-332

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Rates of convergence in active learning

Hanneke, Steve

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p. 333-361

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Functional single index models for longitudinal data

Jiang, Ci-Ren ; Wang, Jane-Ling

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p. 362-388

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GEE analysis of clustered binary data with diverging number of covariates

Wang, Lan

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p. 389-417

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Monotone spectral density estimation

Anevski, Dragi ; Soulier, Philippe

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p. 418-438

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Effects of statistical dependence on multiple testing under a hidden Markov model

Chi, Zhiyi

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p. 439-473

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Consistency of the maximum likelihood estimator for general hidden Markov models

Douc, Randal ; Moulines, Eric ; Olsson, Jimmy ; van Handel, Ramon

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p. 474-513

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Wishart distributions for decomposable covariance graph models

Khare, Kshitij ; Rajaratnam, Bala

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p. 514-555

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Power-enhanced multiple decision functions controlling family-wise error and false discovery rates

Peña, Edsel A. ; Habiger, Joshua D. ; Wu, Wensong

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p. 556-583

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Exact calculations for false discovery proportion with application to least favorable configurations

Roquain, Etienne ; Villers, Fanny

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p. 584-612

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Multiple testing via FDR L for large-scale imaging data

Zhang, Chunming ; Fan, Jianqing ; Yu, Tao

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p. 613-642

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Immigrated urn models—theoretical properties and applications

Zhang, Li-Xin ; Hu, Feifang ; Cheung, Siu Hung ; Chan, Wai Sum

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p. 643-671

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