VOL. 46 · NO. 3 | June 2018
 
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Frontmatter
Ann. Statist. 46 (3), (June 2018)
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Ann. Statist. 46 (3), (June 2018)
No abstract available
Articles
Chengchun Shi, Ailin Fan, Rui Song, Wenbin Lu
Ann. Statist. 46 (3), 925-957, (June 2018) DOI: 10.1214/17-AOS1570
KEYWORDS: $A$-learning, Dantzig selector, NP-dimensionality, model misspecification, optimal dynamic treatment regime, Oracle inequality, 62C99, 62J07
Hengjian Cui, Wenwen Guo, Wei Zhong
Ann. Statist. 46 (3), 958-988, (June 2018) DOI: 10.1214/17-AOS1573
KEYWORDS: high-dimensional regression, Hypothesis testing, martingale central limit theorem, refitted cross-validation variance estimation, U-statistics, 62F03, 62H15
Jianqing Fan, Qi-Man Shao, Wen-Xin Zhou
Ann. Statist. 46 (3), 989-1017, (June 2018) DOI: 10.1214/17-AOS1575
KEYWORDS: high dimension, spurious correlation, bootstrap, false discovery, 62H10, 62H20, 62E17, 62F03
T. Tony Cai, Adityanand Guntuboyina, Yuting Wei
Ann. Statist. 46 (3), 1018-1049, (June 2018) DOI: 10.1214/17-AOS1576
KEYWORDS: adaptive estimation, circle convexity, convex set, Hausdorff distance, minimax rate of convergence, support function, 62G07, 52A20
Zhidong Bai, Kwok Pui Choi, Yasunori Fujikoshi
Ann. Statist. 46 (3), 1050-1076, (June 2018) DOI: 10.1214/17-AOS1577
KEYWORDS: AIC, BIC, consistency, dimensionality, high-dimensional framework, number of significant components, Principal Component Analysis, Random matrix theory, signal processing, spiked model, 62H12, 62H30
Xin-Bing Kong
Ann. Statist. 46 (3), 1077-1108, (June 2018) DOI: 10.1214/17-AOS1578
KEYWORDS: High dimensional Itô process, common driving process, specific driving process, 62M05, 62G20, 60J75, 60G20
Wenliang Pan, Yuan Tian, Xueqin Wang, Heping Zhang
Ann. Statist. 46 (3), 1109-1137, (June 2018) DOI: 10.1214/17-AOS1579
KEYWORDS: Ball Divergence, Banach space, metric rank, permutation procedure, 62H15, 62G10
Karl B. Gregory, Soumendra N. Lahiri, Daniel J. Nordman
Ann. Statist. 46 (3), 1138-1166, (June 2018) DOI: 10.1214/17-AOS1580
KEYWORDS: kernel smoothing, jackknife after bootstrap, moving blocks, tapering, value at risk, 62G09, 62G20, 62J05, 62M10
Juan Carlos Escanciano, Juan Carlos Pardo-Fernández, Ingrid Van Keilegom
Ann. Statist. 46 (3), 1167-1196, (June 2018) DOI: 10.1214/17-AOS1581
KEYWORDS: Beta-mixing, error distribution, Goodness-of-fit tests, Local polynomial estimation, Nonparametric regression, 62E20, 62G08, 62G20, 62H15
Weichi Wu, Zhou Zhou
Ann. Statist. 46 (3), 1197-1224, (June 2018) DOI: 10.1214/17-AOS1582
KEYWORDS: M-estimation, piecewise local stationarity, bootstrap, structural change, 62J20, 62M10, 62G09, 62G10
Fuqing Gao, Jie Xiong, Xingqiu Zhao
Ann. Statist. 46 (3), 1225-1254, (June 2018) DOI: 10.1214/17-AOS1583
KEYWORDS: Grenander estimator, interval censored data, large deviations, Moderate deviations, nonparametric MLE, self-normalized limit, strong approximation, Talagrand inequality, 60F10, 62G20, 62G07
Ryan J. Tibshirani, Alessandro Rinaldo, Rob Tibshirani, Larry Wasserman
Ann. Statist. 46 (3), 1255-1287, (June 2018) DOI: 10.1214/17-AOS1584
KEYWORDS: Post-selection inference, selective inference, asymptotics, bootstrap, forward stepwise regression, Lasso, 62F05, 62F35, 62J05, 62J07
Rajarshi Mukherjee, Sumit Mukherjee, Subhabrata Sen
Ann. Statist. 46 (3), 1288-1317, (June 2018) DOI: 10.1214/17-AOS1585
KEYWORDS: Detection boundary, sparse random graphs, beta model, higher criticism, sparse signals, 62G10, 62G20, 62C20
Karim Lounici, Katia Meziani, Gabriel Peyré
Ann. Statist. 46 (3), 1318-1351, (June 2018) DOI: 10.1214/17-AOS1586
KEYWORDS: Nonparametric minimax estimation, adaptive estimation, inverse problem, $\mathbb{L}_{2}$ and $\mathbb{L}_{\infty}$ risks, quantum homodyne tomography, Wigner function, Radon transform, quantum state, 62G05, 81V80
Heather Battey, Jianqing Fan, Han Liu, Junwei Lu, Ziwei Zhu
Ann. Statist. 46 (3), 1352-1382, (June 2018) DOI: 10.1214/17-AOS1587
KEYWORDS: Divide and conquer, debiasing, massive data, thresholding, 62F05, 62F10, 62F12
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