VOL. 46 · NO. 6B | December 2018
Ann. Statist. 46 (6B), (December 2018) Open Access
No abstract available
Ann. Statist. 46 (6B), (December 2018) Open Access
No abstract available
Jinyuan Chang, Cheng Yong Tang, Tong Tong Wu
Ann. Statist. 46 (6B), 3185-3216, (December 2018) DOI: 10.1214/17-AOS1655 Open Access
KEYWORDS: empirical likelihood, estimating equations, high-dimensional statistical methods, moment selection, penalized likelihood, 62G99, 62F40
Zhou Fan, Leying Guan
Ann. Statist. 46 (6B), 3217-3245, (December 2018) DOI: 10.1214/17-AOS1656 Open Access
KEYWORDS: Approximation algorithm, graph cut, Effective resistance, total-variation denoising, 62G05
John Duchi, Khashayar Khosravi, Feng Ruan
Ann. Statist. 46 (6B), 3246-3275, (December 2018) DOI: 10.1214/17-AOS1657 Open Access
KEYWORDS: $f$-divergence, risk, surrogate loss function, hypothesis test, 62G10, 62K05, 62C05, 94A17, 68Q32
Davy Paindaveine, Germain Van Bever
Ann. Statist. 46 (6B), 3276-3307, (December 2018) DOI: 10.1214/17-AOS1658 Open Access
KEYWORDS: Curved parameter spaces, elliptical distributions, robustness, scatter matrices, shape matrices, Statistical depth, 62H20, 62G35
Xuan Bi, Annie Qu, Xiaotong Shen
Ann. Statist. 46 (6B), 3308-3333, (December 2018) DOI: 10.1214/17-AOS1659 Open Access
KEYWORDS: Cold-start problem, context-aware recommender system, maximum block improvement, nonconvex optimization, tensor completion, 62M20, 90C26, 68T05
Xiongtao Dai, Hans-Georg Müller
Ann. Statist. 46 (6B), 3334-3361, (December 2018) DOI: 10.1214/17-AOS1660 Open Access
KEYWORDS: Compositional data, Dimension reduction, Functional data analysis, functional principal component analysis, principal geodesic analysis, Riemannian manifold, trajectory, central limit theorem, Uniform convergence, 62G05, 62G20, 62G99
Junlong Zhao, Guan Yu, Yufeng Liu
Ann. Statist. 46 (6B), 3362-3389, (December 2018) DOI: 10.1214/17-AOS1661 Open Access
KEYWORDS: Breakdown point, ‎classification‎, loss function, reproducing kernel Hilbert spaces, robustness, 62H30, 62G35
Piotr Fryzlewicz
Ann. Statist. 46 (6B), 3390-3421, (December 2018) DOI: 10.1214/17-AOS1662 Open Access
KEYWORDS: Tail-greediness, bottom-up methods, multiscale methods, segmentation, thresholding, Sparsity, 62G05
Rina Foygel Barber, Mladen Kolar
Ann. Statist. 46 (6B), 3422-3450, (December 2018) DOI: 10.1214/17-AOS1663 Open Access
KEYWORDS: graphical model selection, transelliptical graphical models, covariance selection, uniformly valid inference, post-model selection inference, rank-based estimation, 62G10, 62F12, 62G20
Claudia Strauch
Ann. Statist. 46 (6B), 3451-3480, (December 2018) DOI: 10.1214/17-AOS1664 Open Access
KEYWORDS: Ergodic diffusion, Anisotropic density estimation, Adaptation, 62M05, 62G07, 62G20
Andreas Elsener, Sara van de Geer
Ann. Statist. 46 (6B), 3481-3509, (December 2018) DOI: 10.1214/17-AOS1666 Open Access
KEYWORDS: Matrix completion, robustness, empirical risk minimization, Oracle inequality, nuclear norm, Sparsity, 62J05, 62F30, 62H12
Efstathios Paparoditis
Ann. Statist. 46 (6B), 3510-3538, (December 2018) DOI: 10.1214/17-AOS1667 Open Access
KEYWORDS: bootstrap, Fourier transform, principal components, Karhunen–Loève expansion, spectral density operator, 62M10, 62M15, 62G09
Ethan R. Elenberg, Rajiv Khanna, Alexandros G. Dimakis, Sahand Negahban
Ann. Statist. 46 (6B), 3539-3568, (December 2018) DOI: 10.1214/17-AOS1679 Open Access
KEYWORDS: Submodular functions, greedy algorithms, restricted strong convexity, subset selection, 68W25, 62J02, 68W40
Katharina Proksch, Frank Werner, Axel Munk
Ann. Statist. 46 (6B), 3569-3602, (December 2018) DOI: 10.1214/17-AOS1669 Open Access
KEYWORDS: multiscale analysis, scan statistic, Ill-posed problem, Deconvolution, super-resolution, Gumbel extreme value limit, 62G10, 62G15, 62G20, 62G32
Pierre C. Bellec, Guillaume Lecué, Alexandre B. Tsybakov
Ann. Statist. 46 (6B), 3603-3642, (December 2018) DOI: 10.1214/17-AOS1670 Open Access
KEYWORDS: sparse linear regression, Minimax rates, High-dimensional statistics, slope, Lasso, 60K35, 62G08, 62C20, 62G05, 62G20
Alexandre Belloni, Victor Chernozhukov, Denis Chetverikov, Ying Wei
Ann. Statist. 46 (6B), 3643-3675, (December 2018) DOI: 10.1214/17-AOS1671 Open Access
KEYWORDS: Inference after model selection, moment condition models with a continuum of target parameters, Lasso and Post-Lasso with functional response data, 62-07, 62H99
Cristina Butucea, Mădălin Guţă, Michael Nussbaum
Ann. Statist. 46 (6B), 3676-3706, (December 2018) DOI: 10.1214/17-AOS1672 Open Access
KEYWORDS: Le Cam distance, local asymptotic equivalence, quantum Gaussian process, quantum Gaussian sequence, quantum states ensemble, nonparametric estimation, quadratic functionals, nonparametric sharp testing rates, 62B15, 62G05, 62G10, 81P50
Yichong Zhang
Ann. Statist. 46 (6B), 3707-3740, (December 2018) DOI: 10.1214/17-AOS1673 Open Access
KEYWORDS: Extreme quantile, intermediate quantile, 62E20, 62G32, 62P20
Lin Wang, Qian Xiao, Hongquan Xu
Ann. Statist. 46 (6B), 3741-3766, (December 2018) DOI: 10.1214/17-AOS1674 Open Access
KEYWORDS: computer experiment, Correlation, space-filling design, Williams transformation, 62K99
Yannick Baraud, Lucien Birgé
Ann. Statist. 46 (6B), 3767-3804, (December 2018) DOI: 10.1214/17-AOS1675 Open Access
KEYWORDS: $\rho$-estimation, robust estimation, Density estimation, regression with random design, statistical models, maximum likelihood estimators, metric dimension, VC-classes, 62G35, 62G05, 62G07, 62G08, 62C20, 62F99
Hau-Tieng Wu, Nan Wu
Ann. Statist. 46 (6B), 3805-3837, (December 2018) DOI: 10.1214/17-AOS1676 Open Access
KEYWORDS: Locally linear embedding, diffusion maps, Dimension reduction, locally linear regression, measurement error, 60K35
Giacomo Aletti, Andrea Ghiglietti, William F. Rosenberger
Ann. Statist. 46 (6B), 3838-3866, (December 2018) DOI: 10.1214/17-AOS1677 Open Access
KEYWORDS: Clinical trials, covariate-adjusted analysis, inference, large sample theory, Personalized medicine, Randomization, 62L20, 60F05, 62E20, 62L05, 62F12, 62P10
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