VOL. 46 · NO. 2 | April 2018
Ann. Statist. 46 (2), (April 2018) Open Access
No abstract available
Ann. Statist. 46 (2), (April 2018) Open Access
No abstract available
Yuanzhen He, Ching-Shui Cheng, Boxin Tang
Ann. Statist. 46 (2), 457-468, (April 2018) DOI: 10.1214/17-AOS1555 Open Access
KEYWORDS: Complementary design, computer experiment, Latin hypercube, second-order saturated design, space-filling design, 62K15, 05B15
Suhasini Subba Rao
Ann. Statist. 46 (2), 469-499, (April 2018) DOI: 10.1214/17-AOS1556 Open Access
KEYWORDS: Fixed and increasing domain asymptotics, irregular spaced locations, Quadratic forms, spatial spectral density function, stationary spatial random fields, 62M30, 62M15
Ningning Xia, Xinghua Zheng
Ann. Statist. 46 (2), 500-525, (April 2018) DOI: 10.1214/17-AOS1558 Open Access
KEYWORDS: high-dimension, high-frequency, integrated covariance matrices, Marčenko–Pastur equation, microstructure noise, 62H12, 62G99, 60F15
Adel Javanmard, Andrea Montanari
Ann. Statist. 46 (2), 526-554, (April 2018) DOI: 10.1214/17-AOS1559 Open Access
KEYWORDS: Hypothesis testing, false discovery rate (FDR), false discovery exceedance (FDX), online decision making, 62F03, 62F05, 62L99
Carlos Velasco, Ignacio N. Lobato
Ann. Statist. 46 (2), 555-579, (April 2018) DOI: 10.1214/17-AOS1560 Open Access
KEYWORDS: Higher-order moments, higher-order spectra, nonminimum phase, Whittle estimate, 62M10, 62F12
Qian Lin, Zhigen Zhao, Jun S. Liu
Ann. Statist. 46 (2), 580-610, (April 2018) DOI: 10.1214/17-AOS1561 Open Access
KEYWORDS: Dimension reduction, Random matrix theory, sliced inverse regression, 62J02, 62H25
Guillaume Lecué, Shahar Mendelson
Ann. Statist. 46 (2), 611-641, (April 2018) DOI: 10.1214/17-AOS1562 Open Access
KEYWORDS: Empirical processes, High-dimensional statistics, 60K35, 62G08, 62C20, 62G05, 62G20
Xiaohui Chen
Ann. Statist. 46 (2), 642-678, (April 2018) DOI: 10.1214/17-AOS1563 Open Access
KEYWORDS: U-statistics, high-dimensional inference, Gaussian approximation, bootstrap, 62E17, 62F40
Xiaoying Tian, Jonathan Taylor
Ann. Statist. 46 (2), 679-710, (April 2018) DOI: 10.1214/17-AOS1564 Open Access
KEYWORDS: selective inference, nonparametric, differential privacy, 62M40, 62J05
Merle Behr, Chris Holmes, Axel Munk
Ann. Statist. 46 (2), 711-744, (April 2018) DOI: 10.1214/17-AOS1565 Open Access
KEYWORDS: multiscale inference, honest confidence sets, change point regression, finite alphabet linear mixture, exact recovery, genetic sequencing, 62G08, 62G15, 92D10
Pierre C. Bellec
Ann. Statist. 46 (2), 745-780, (April 2018) DOI: 10.1214/17-AOS1566 Open Access
KEYWORDS: shape restricted regression, convexity, Minimax rates, Gaussian width, Concentration, 62G08, 62C20
Shaogao Lv, Huazhen Lin, Heng Lian, Jian Huang
Ann. Statist. 46 (2), 781-813, (April 2018) DOI: 10.1214/17-AOS1567 Open Access
KEYWORDS: Quantile regression, Additive models, Sparsity, regularization methods, ‎reproducing kernel Hilbert ‎space, 62G20, 62G05
Jianqing Fan, Han Liu, Qiang Sun, Tong Zhang
Ann. Statist. 46 (2), 814-841, (April 2018) DOI: 10.1214/17-AOS1568 Open Access
KEYWORDS: algorithmic statistics, iteration complexity, local adaptive MM, nonconvex statistical optimization, Optimal rate of convergence, 62J07, 62C20, 62H35
Emilie Kaufmann
Ann. Statist. 46 (2), 842-865, (April 2018) DOI: 10.1214/17-AOS1569 Open Access
KEYWORDS: Multi-armed bandit problems, Bayesian methods, upper-confidence bounds, Gittins indices, 62L05
Xi Chen, Weidong Liu
Ann. Statist. 46 (2), 866-894, (April 2018) DOI: 10.1214/17-AOS1571 Open Access
KEYWORDS: Independence test, multiple testing of correlations, False discovery rate, Matrix-variate normal, Quadratic functional estimation, high-dimensional sample correlation matrix, 62F05, 62H10
Yumou Qiu, Song Xi Chen, Dan Nettleton
Ann. Statist. 46 (2), 895-923, (April 2018) DOI: 10.1214/17-AOS1574 Open Access
KEYWORDS: Detection boundary, false discovery proportion, generalized linear model, Moderate deviation, multiple testing procedure, RNA-seq data, 62H15, 62G20, 62G32
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