VOL. 46 · NO. 3 | June 2018
Ann. Statist. 46 (3), (June 2018) Open Access
No abstract available
Ann. Statist. 46 (3), (June 2018) Open Access
No abstract available
Chengchun Shi, Ailin Fan, Rui Song, Wenbin Lu
Ann. Statist. 46 (3), 925-957, (June 2018) DOI: 10.1214/17-AOS1570 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
KEYWORDS: Divide and conquer, debiasing, massive data, thresholding, 62F05, 62F10, 62F12
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