The Annals of Statistics

Volume 43, Number 3

June 2015

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Frontmatter

Table of Contents
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Editorial Board
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Articles

Exact minimax estimation of the predictive density in sparse Gaussian modelsGourab Mukherjee and Iain M. Johnstone; 937 - 961
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Role of normalization in spectral clustering for stochastic blockmodelsPurnamrita Sarkar and Peter J. Bickel; 962 - 990
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Asymptotic normality and optimalities in estimation of large Gaussian graphical modelsZhao Ren, Tingni Sun, Cun-Hui Zhang, and Harrison H. Zhou; 991 - 1026
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Robust and computationally feasible community detection in the presence of arbitrary outlier nodesT. Tony Cai and Xiaodong Li; 1027 - 1059
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A generalized back-door criterionMarloes H. Maathuis and Diego Colombo; 1060 - 1088
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Computational barriers in minimax submatrix detectionZongming Ma and Yihong Wu; 1089 - 1116
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Covariance matrix estimation and linear process bootstrap for multivariate time series of possibly increasing dimensionCarsten Jentsch and Dimitris N. Politis; 1117 - 1140
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New procedures controlling the false discovery proportion via Romano–Wolf’s heuristicSylvain Delattre and Etienne Roquain; 1141 - 1177
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Adaptive estimation over anisotropic functional classes via oracle approachOleg Lepski; 1178 - 1242
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Innovated interaction screening for high-dimensional nonlinear classificationYingying Fan, Yinfei Kong, Daoji Li, and Zemin Zheng; 1243 - 1272
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Sparse high-dimensional varying coefficient model: Nonasymptotic minimax studyOlga Klopp and Marianna Pensky; 1273 - 1299
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Do semidefinite relaxations solve sparse PCA up to the information limit?Robert Krauthgamer, Boaz Nadler, and Dan Vilenchik; 1300 - 1322
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Higher criticism: $p$-values and criticismJian Li and David Siegmund; 1323 - 1350
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Joint asymptotics for semi-nonparametric regression models with partially linear structureGuang Cheng and Zuofeng Shang; 1351 - 1390
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