VOL. 45 · NO. 6 | December 2017
 
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Frontmatter
Ann. Statist. 45 (6), (December 2017)
No abstract available
Ann. Statist. 45 (6), (December 2017)
No abstract available
Articles
Yang Ning, Tianqi Zhao, Han Liu
Ann. Statist. 45 (6), 2299-2327, (December 2017) DOI: 10.1214/16-AOS1483
KEYWORDS: Post-regularization inference, likelihood ratio test, semiparametric sparsity, Confidence interval, nonconvex penalty, U-statistics, 62E20, 62G20, 62G10
Robert M. Freund, Paul Grigas, Rahul Mazumder
Ann. Statist. 45 (6), 2328-2364, (December 2017) DOI: 10.1214/16-AOS1505
KEYWORDS: boosting, forward stagewise regression, Linear regression, Bias-variance tradeoff, shrinkage, Convex optimization, computational guarantees, 62J05, 62J07k, 90C25
Shuyang Bai, Murad S. Taqqu
Ann. Statist. 45 (6), 2365-2399, (December 2017) DOI: 10.1214/16-AOS1524
KEYWORDS: long memory, long-range dependence, Resampling, subsampling, sampling window, block sampling, noncentral limit theorems, Canonical correlation, 62M10, 62G09
Abhirup Datta, Hui Zou
Ann. Statist. 45 (6), 2400-2426, (December 2017) DOI: 10.1214/16-AOS1527
KEYWORDS: Convex optimization, error in variables, high-dimensional regression, Lasso, missing data, 62J07, 62F12
Ali Mousavi, Arian Maleki, Richard G. Baraniuk
Ann. Statist. 45 (6), 2427-2454, (December 2017) DOI: 10.1214/16-AOS1529
KEYWORDS: Lasso, estimation, Sparsity, approximate message passing, 62G05, 62J05
Po-Ling Loh, Martin J. Wainwright
Ann. Statist. 45 (6), 2455-2482, (December 2017) DOI: 10.1214/16-AOS1530
KEYWORDS: $M$-estimator, Lasso, Sparsity, nonconvex regularizer, High-dimensional statistics, Variable selection, 62F12
Yuan-Lung Lin, Frederick Kin Hing Phoa, Ming-Hung Kao
Ann. Statist. 45 (6), 2483-2510, (December 2017) DOI: 10.1214/16-AOS1531
KEYWORDS: Circulant almost orthogonal arrays, complete difference system, design efficiency, hemodynamic response function, 05B10, 05B15, 62K15
Kolyan Ray
Ann. Statist. 45 (6), 2511-2536, (December 2017) DOI: 10.1214/16-AOS1533
KEYWORDS: Bayesian inference, posterior asymptotics, Adaptation, Credible set, confidence set, 62G20, 62G15, 62G08
Antoine Chambaz, Wenjing Zheng, Mark J. van der Laan
Ann. Statist. 45 (6), 2537-2564, (December 2017) DOI: 10.1214/16-AOS1534
KEYWORDS: Bandits, optimal treatment rule, Precision medicine, pseudo-regret, targeted minimum loss estimation (TMLE), 62G05, 62G20, 62K99
Chuan-Fa Tang, Dewei Wang, Joshua M. Tebbs
Ann. Statist. 45 (6), 2565-2589, (December 2017) DOI: 10.1214/16-AOS1535
KEYWORDS: Brownian bridge, hazard rate ordering, least favorable distribution, order-restricted inference, ordinal dominance curve, star-shaped ordering, 62G10, 62F30
Yunjin Choi, Jonathan Taylor, Robert Tibshirani
Ann. Statist. 45 (6), 2590-2617, (December 2017) DOI: 10.1214/16-AOS1536
KEYWORDS: principal components, hypothesis test, exact $p$-value, 62J05, 62J07, 62F03
Panayiota Constantinou, A. Philip Dawid
Ann. Statist. 45 (6), 2618-2653, (December 2017) DOI: 10.1214/16-AOS1537
KEYWORDS: Conditional independence, extended conditional independence, sufficiency, ancillarity, causality, separoid, 62A99, 60A05
Tomohiro Ando, Ker-chau Li
Ann. Statist. 45 (6), 2654-2679, (December 2017) DOI: 10.1214/17-AOS1538
KEYWORDS: asymptotic optimality, high-dimensional regression models, model averaging, model misspecification, 62J12, 62F99
Weidong Liu
Ann. Statist. 45 (6), 2680-2707, (December 2017) DOI: 10.1214/17-AOS1539
KEYWORDS: Common substructure, False discovery rate, Gaussian graphical model, high dimensional, structural similarity, structural difference, 62H12, 62H15
Dragi Anevski, Richard D. Gill, Stefan Zohren
Ann. Statist. 45 (6), 2708-2735, (December 2017) DOI: 10.1214/17-AOS1542
KEYWORDS: NPMLE, high profile, probability mass function, strong consistency, sieve, ordered, monotone rearrangement, nonparametric, SA-EM, rates, 62G05, 62G20, 65C60, 62P10
Hock Peng Chan
Ann. Statist. 45 (6), 2736-2763, (December 2017) DOI: 10.1214/17-AOS1546
KEYWORDS: average run length, CUSUM, detectability score, detection delay, mixture likelihood ratio, sparse detection, stopping rule, 62G10, 62L10
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