VOL. 44 · NO. 5 | October 2016
Ann. Statist. 44 (5), (October 2016)
No abstract available
Ann. Statist. 44 (5), (October 2016)
No abstract available
Runze Li
Ann. Statist. 44 (5), 1817-1820, (October 2016) DOI: 10.1214/16-AOS1494
No abstract available
Song Xi Chen
Ann. Statist. 44 (5), 1821-1836, (October 2016) DOI: 10.1214/16-AOS1489
KEYWORDS: block bootstrap, confidence intervals, Edgeworth expansion, Hypothesis testing, iterated bootstrap, percentile method, percentile-t method, 62G09
No abstract available
Ming-Yen Cheng, Jianqing Fan
Ann. Statist. 44 (5), 1837-1853, (October 2016) DOI: 10.1214/16-AOS1490
KEYWORDS: nonparametric, Density, regression, Projection pursuit, trigonometric, Boundary, endpoints, Edge, cross-validation, mode estimator, exponent, bandwidth, smoothing parameter, variance function, Fractal, tilting, local linear, 62G07, 62G08, 62G10, 62G20
Aurore Delaigle
Ann. Statist. 44 (5), 1854-1866, (October 2016) DOI: 10.1214/16-AOS1491
KEYWORDS: Berkson errors, errors-in-variables, image analysis, Measurement errors, nonparametric smoothing, 62G07, 62G08, 62G20
Hans-Georg Müller
Ann. Statist. 44 (5), 1867-1887, (October 2016) DOI: 10.1214/16-AOS1492
KEYWORDS: functional principal component analysis, functional regression, functional classification, modes and densities for functional data, 62G05, 62G07, 62G20
Richard J. Samworth
Ann. Statist. 44 (5), 1888-1895, (October 2016) DOI: 10.1214/16-AOS1493
KEYWORDS: ‎classification‎, High-dimensional data, 01A70, 62-03
Tengyao Wang, Quentin Berthet, Richard J. Samworth
Ann. Statist. 44 (5), 1896-1930, (October 2016) DOI: 10.1214/15-AOS1369
KEYWORDS: Computational lower bounds, planted clique problem, polynomial time algorithm, sparse principal component analysis, 62H25, 68Q17
Jinyuan Chang, Qi-Man Shao, Wen-Xin Zhou
Ann. Statist. 44 (5), 1931-1956, (October 2016) DOI: 10.1214/15-AOS1375
KEYWORDS: bootstrap, False discovery rate, Mann–Whitney $U$ test, multiple hypothesis testing, self-normalized moderate deviation, Studentized statistics, two-sample $t$-statistic, two-sample $U$-statistics, 60F10, 62E17, 62E20, 62F40, 62H15
Degui Li, Dag Tjøstheim, Jiti Gao
Ann. Statist. 44 (5), 1957-1987, (October 2016) DOI: 10.1214/15-AOS1379
KEYWORDS: asymptotic distribution, asymptotically homogeneous function, $\beta$-null recurrent Markov chain, Harris recurrence, integrable function, Least squares estimation, Nonlinear regression, 62F12, 62M05
Ming-Yen Cheng, Toshio Honda, Jialiang Li
Ann. Statist. 44 (5), 1988-2017, (October 2016) DOI: 10.1214/15-AOS1385
KEYWORDS: covariance matrix estimation, local linear regression, semiparametric efficiency bound, Spline functions, 62G08
Shiqiong Huang, Jiashun Jin, Zhigang Yao
Ann. Statist. 44 (5), 2018-2057, (October 2016) DOI: 10.1214/15-AOS1392
KEYWORDS: Feature selection, forward and backward selection, glasso, partial correlation, Random forest, screen and clean, Sparsity, Support Vector Machine, 62H30, 62H20, 62G08, 62P10
Tailen Hsing, Thomas Brown, Brian Thelen
Ann. Statist. 44 (5), 2058-2088, (October 2016) DOI: 10.1214/15-AOS1402
KEYWORDS: Intrinsic random functions, nonparametric estimation, nonstationary spatial process, 60G12, 62M30, 62G05, 62G20
Natesh S. Pillai, Xiao-Li Meng
Ann. Statist. 44 (5), 2089-2097, (October 2016) DOI: 10.1214/15-AOS1407
KEYWORDS: Cauchy distribution, Lévy distribution, Wald test, ratio of Gaussians, 62E15, 62H10, 62H15
Yingying Fan, Jinchi Lv
Ann. Statist. 44 (5), 2098-2126, (October 2016) DOI: 10.1214/15-AOS1416
KEYWORDS: Gaussian graphical model, precision matrix, big data, scalability, efficiency, Sparsity, 62H12, 62F12, 62J05
Jiming Jiang, Cong Li, Debashis Paul, Can Yang, Hongyu Zhao
Ann. Statist. 44 (5), 2127-2160, (October 2016) DOI: 10.1214/15-AOS1421
KEYWORDS: asymptotic property, heritability, misspecified LMM, MMMA, Random matrix theory, REML, variance components, 62J99, 60B20
Michael G. Akritas
Ann. Statist. 44 (5), 2161-2189, (October 2016) DOI: 10.1214/16-AOS1438
KEYWORDS: Nonparametric regression, Dimension reduction, index models, Asymptotic theory, Uniform convergence, Empirical processes, Gaussian processes, 62G08, 62G20, 60G15, 60G17
Aurore Delaigle, Peter Hall, Wen-Xin Zhou
Ann. Statist. 44 (5), 2190-2220, (October 2016) DOI: 10.1214/16-AOS1442
KEYWORDS: Discontinuities, local linear estimator, multiplicative distortion, Nadaraya–Watson estimator, nonparametric smoothing, predictors, 62G05, 62G08, 62G20
T. Tony Cai, Xiaodong Li, Zongming Ma
Ann. Statist. 44 (5), 2221-2251, (October 2016) DOI: 10.1214/16-AOS1443
KEYWORDS: Iterative adaptive thresholding, Minimax rate, non-convex empirical risk, phase retrieval, sparse recovery, thresholded gradient method, 62C20, 62P35
Anderson Y. Zhang, Harrison H. Zhou
Ann. Statist. 44 (5), 2252-2280, (October 2016) DOI: 10.1214/15-AOS1428
KEYWORDS: network, Community detection, Stochastic block model, Minimax rate, 60G05
Xiaoke Zhang, Jane-Ling Wang
Ann. Statist. 44 (5), 2281-2321, (October 2016) DOI: 10.1214/16-AOS1446
KEYWORDS: local linear smoothing, asymptotic normality, $L^{2}$ convergence, Uniform convergence, weighing schemes, 62G20, 62G08, 62G05
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