The Annals of Statistics

Volume 45, Number 3

June 2017

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Frontmatter

Table of Contents
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Editorial Board
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Articles

Minimax estimation of linear and quadratic functionals on sparsity classesOlivier Collier, Laëtitia Comminges, and Alexandre B. Tsybakov; 923 - 958
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Support consistency of direct sparse-change learning in Markov networksSong Liu, Taiji Suzuki, Raissa Relator, Jun Sese, Masashi Sugiyama, and Kenji Fukumizu; 959 - 990
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Randomized sketches for kernels: Fast and optimal nonparametric regressionYun Yang, Mert Pilanci, and Martin J. Wainwright; 991 - 1023
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Testing uniformity on high-dimensional spheres against monotone rotationally symmetric alternativesChristine Cutting, Davy Paindaveine, and Thomas Verdebout; 1024 - 1058
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Nonlinear sufficient dimension reduction for functional dataBing Li and Jun Song; 1059 - 1095
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Network vector autoregressionXuening Zhu, Rui Pan, Guodong Li, Yuewen Liu, and Hansheng Wang; 1096 - 1123
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On coverage and local radial rates of credible setsEduard Belitser; 1124 - 1151
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Total positivity in Markov structuresShaun Fallat, Steffen Lauritzen, Kayvan Sadeghi, Caroline Uhler, Nanny Wermuth, and Piotr Zwiernik; 1152 - 1184
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Tests for covariance structures with high-dimensional repeated measurementsPing-Shou Zhong, Wei Lan, Peter X. K. Song, and Chih-Ling Tsai; 1185 - 1213
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Weak signal identification and inference in penalized model selectionPeibei Shi and Annie Qu; 1214 - 1253
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Semimartingale detection and goodness-of-fit testsAdam D. Bull; 1254 - 1283
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Testing for time-varying jump activity for pure jump semimartingalesViktor Todorov; 1284 - 1311
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Operational time and in-sample density forecastingYoung K. Lee, Enno Mammen, Jens P. Nielsen, and Byeong U. Park; 1312 - 1341
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Asymptotics of empirical eigenstructure for high dimensional spiked covarianceWeichen Wang and Jianqing Fan; 1342 - 1374
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