VOL. 47 · NO. 5 | October 2019
Ann. Statist. 47 (5), (October 2019) Open Access
No abstract available
Ann. Statist. 47 (5), (October 2019) Open Access
No abstract available
Joshua Cape, Minh Tang, Carey E. Priebe
Ann. Statist. 47 (5), 2405-2439, (October 2019) DOI: 10.1214/18-AOS1752 Open Access
KEYWORDS: Singular value decomposition, Principal Component Analysis, eigenvector perturbation, spectral methods, Procrustes analysis, High-dimensional statistics, 62H12, 62H25, 62H30
Qiyang Han, Tengyao Wang, Sabyasachi Chatterjee, Richard J. Samworth
Ann. Statist. 47 (5), 2440-2471, (October 2019) DOI: 10.1214/18-AOS1753 Open Access
KEYWORDS: isotonic regression, block increasing functions, Adaptation, least squares, Sharp oracle inequality, statistical dimension, 62G05, 62G08, 62C20
Matey Neykov, Han Liu
Ann. Statist. 47 (5), 2472-2503, (October 2019) DOI: 10.1214/18-AOS1754 Open Access
KEYWORDS: Ising models, minimax testing, Dobrushin’s comparison theorem, antiferromagnetic Curie–Weiss detection, two-point function bounds, correlation tests, 62F03, 62H15
Rina Foygel Barber, Emmanuel J. Candès
Ann. Statist. 47 (5), 2504-2537, (October 2019) DOI: 10.1214/18-AOS1755 Open Access
KEYWORDS: Knockoffs, Variable selection, false discovery rate (FDR), high-dimensional regression, 62F03, 62J05
Anru Zhang, Lawrence D. Brown, T. Tony Cai
Ann. Statist. 47 (5), 2538-2566, (October 2019) DOI: 10.1214/18-AOS1756 Open Access
KEYWORDS: Confidence interval, efficiency, estimation of mean, Limiting distribution, semi-supervised inference, 62F10, 62J05, 62F12, 62G08
Zhiqiang Tan, Cun-Hui Zhang
Ann. Statist. 47 (5), 2567-2600, (October 2019) DOI: 10.1214/18-AOS1757 Open Access
KEYWORDS: Additive model, bounded variation space, ANOVA model, High-dimensional data, Metric entropy, penalized estimation, teproducing kernel Hilbert space, Sobolev space, Total variation, Trend filtering, 62E20, 62F25, 62F35, 62J05, 62J12
Bo Zhou, Ramon van den Akker, Bas J. M. Werker
Ann. Statist. 47 (5), 2601-2638, (October 2019) DOI: 10.1214/18-AOS1758 Open Access
KEYWORDS: unit root test, semiparametric power envelope, Limit experiment, LABF, maximal invariant, rank statistic, 62G10, 62G20, 62P20, 62M10
Didier Chételat, Martin T. Wells
Ann. Statist. 47 (5), 2639-2670, (October 2019) DOI: 10.1214/18-AOS1760 Open Access
KEYWORDS: Covariance estimation, Gaussian Orthogonal Ensemble, high-dimensional asymptotics, Phase transitions, random matric theory, 60B20, 60B10, 60E10
Chengchun Shi, Rui Song, Zhao Chen, Runze Li
Ann. Statist. 47 (5), 2671-2703, (October 2019) DOI: 10.1214/18-AOS1761 Open Access
KEYWORDS: High dimensional testing, linear hypothesis, likelihood ratio statistics, score test, Wald test, 62F03, 62J12
Robert A. Vandermeulen, Clayton D. Scott
Ann. Statist. 47 (5), 2704-2733, (October 2019) DOI: 10.1214/18-AOS1762 Open Access
KEYWORDS: mixture model, nonparametric mixture, Identifiability, tensor factorization, multinomial mixture, topic model, joint irreducibility, 62E10, 62G05
Wei-Kuo Chen
Ann. Statist. 47 (5), 2734-2756, (October 2019) DOI: 10.1214/18-AOS1763 Open Access
KEYWORDS: BBP transition, signal detection, Parisi formula, replica symmetry breaking, Spin glass, spiked tensor, 93E10, 60K35, 82B44
Björn Böttcher, Martin Keller-Ressel, René L. Schilling
Ann. Statist. 47 (5), 2757-2789, (October 2019) DOI: 10.1214/18-AOS1764 Open Access
KEYWORDS: dependence measure, stochastic independence, negative definite function, Characteristic function, Gaussian random field, statistical test of independence, 62H20, 60E10, 62G10, 62G15, 62G20
Aaditya K. Ramdas, Rina F. Barber, Martin J. Wainwright, Michael I. Jordan
Ann. Statist. 47 (5), 2790-2821, (October 2019) DOI: 10.1214/18-AOS1765 Open Access
KEYWORDS: multiple testing, False discovery rate, prior knowledge, Simes, Benjamini–Hochberg–Yekutieli, Adaptivity, group FDR, 62J15, 60G10, 62F03
Aryeh Kontorovich, Iosif Pinelis
Ann. Statist. 47 (5), 2822-2854, (October 2019) DOI: 10.1214/18-AOS1766 Open Access
KEYWORDS: PAC learning theory, ‎classification‎, Generalization error, minimax decision rules, Bayes decision rules, empirical estimators, Binomial distribution, 68T05, 62C20, 62C10, 62C12, 62G20, 62H30, 62G10, 62C20, 91A35, 60C05
Zhou Fan, Iain M. Johnstone
Ann. Statist. 47 (5), 2855-2886, (October 2019) DOI: 10.1214/18-AOS1767 Open Access
KEYWORDS: Random matrix theory, Free probability, deterministic equivalents, Covariance estimation, 62E20
Shurong Zheng, Guanghui Cheng, Jianhua Guo, Hongtu Zhu
Ann. Statist. 47 (5), 2887-2921, (October 2019) DOI: 10.1214/18-AOS1768 Open Access
KEYWORDS: Dense alternatives, Global testing, Sample correlation matrices, sparse alternatives, 62H15, 62H10
Heng Lian, Kaifeng Zhao, Shaogao Lv
Ann. Statist. 47 (5), 2922-2949, (October 2019) DOI: 10.1214/18-AOS1769 Open Access
KEYWORDS: asymptotic normality, B-splines, local asymptotics, profiled estimation, 62G08, 62G20
Charles R. Doss, Jon A. Wellner
Ann. Statist. 47 (5), 2950-2976, (October 2019) DOI: 10.1214/18-AOS1770 Open Access
KEYWORDS: Mode, Empirical processes, likelihood ratio, pivot, Convex optimization, log-concave, shape constraints, 62G07, 62G15, 62G10, 62G20
Taras Bodnar, Holger Dette, Nestor Parolya
Ann. Statist. 47 (5), 2977-3008, (October 2019) DOI: 10.1214/18-AOS1771 Open Access
KEYWORDS: Testing for independence, large dimensional covariance matrix, noncentral Fisher random matrix, Linear spectral statistics, asymptotic normality, 60B20, 60F05, 62H15, 62H20, 62F05
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