VOL. 46 · NO. 4 | August 2018
Ann. Statist. 46 (4), (August 2018) Open Access
No abstract available
Ann. Statist. 46 (4), (August 2018) Open Access
No abstract available
Jianqing Fan, Han Liu, Weichen Wang
Ann. Statist. 46 (4), 1383-1414, (August 2018) DOI: 10.1214/17-AOS1588 Open Access
KEYWORDS: Principal Component Analysis, approximate factor model, sub-Gaussian family, elliptical distribution, conditional graphical model, marginal and spatial Kendall’s tau, 62H25, 62H12
Piet Groeneboom, Kim Hendrickx
Ann. Statist. 46 (4), 1415-1444, (August 2018) DOI: 10.1214/17-AOS1589 Open Access
KEYWORDS: current status, Linear regression, MLE, Semiparametric model, 62G05, 62N01, 62-04
Arnaud Gloter, Dasha Loukianova, Hilmar Mai
Ann. Statist. 46 (4), 1445-1480, (August 2018) DOI: 10.1214/17-AOS1591 Open Access
KEYWORDS: Lévy-driven SDE, efficient drift estimation, maximum likelihood estimation, High frequency data, ergodic properties, 60J75, 62F12, 62M05
Vu Dinh, Lam Si Tung Ho, Marc A. Suchard, Frederick A. Matsen IV
Ann. Statist. 46 (4), 1481-1512, (August 2018) DOI: 10.1214/17-AOS1592 Open Access
KEYWORDS: Phylogenetics, tree reconstruction, Gene tree, Species tree, maximum likelihood estimator, regularization, 05C05, 62F12, 92B10, 92D15
Ela Sienkiewicz, Haonan Wang
Ann. Statist. 46 (4), 1513-1540, (August 2018) DOI: 10.1214/17-AOS1593 Open Access
KEYWORDS: Data object, Genetic algorithm, multi-objective optimization, object oriented data, tree-structured data, 62G99, 62P10
Abhishek Chakrabortty, Tianxi Cai
Ann. Statist. 46 (4), 1541-1572, (August 2018) DOI: 10.1214/17-AOS1594 Open Access
KEYWORDS: Semi-supervised linear regression, semiparametric inference, model mis-specification, adaptive estimation, semi-nonparametric imputation, 62F35, 62J05, 62F12, 62G08
Yudong Chen, Xiaodong Li, Jiaming Xu
Ann. Statist. 46 (4), 1573-1602, (August 2018) DOI: 10.1214/17-AOS1595 Open Access
KEYWORDS: Community detection, modularity maximization, degree-corrected stochastic block model, convex relaxation, $k$-medians, Social network, 62H30, 91C20
Anatoli Juditsky, Arkadi Nemirovski
Ann. Statist. 46 (4), 1603-1629, (August 2018) DOI: 10.1214/17-AOS1596 Open Access
KEYWORDS: Linear regression, linear estimation, minimax estimation, 62G05, 62G08, 62J05, 90C25, 90C22, 90C46
Hani Doss, Yeonhee Park
Ann. Statist. 46 (4), 1630-1663, (August 2018) DOI: 10.1214/17-AOS1597 Open Access
KEYWORDS: Donsker class, geometric ergodicity, hyperparameter selection, regenerative simulation, latent Dirichlet allocation model, 62F15, 91-08, 62F12
Bradley Efron
Ann. Statist. 46 (4), 1664-1692, (August 2018) DOI: 10.1214/17-AOS1598 Open Access
KEYWORDS: observed information, $g$-modeling, region of stability, curved exponential families, regularized MLE, 62Bxx, 62Hxx
Lawrence D. Brown, Gourab Mukherjee, Asaf Weinstein
Ann. Statist. 46 (4), 1693-1720, (August 2018) DOI: 10.1214/17-AOS1599 Open Access
KEYWORDS: shrinkage estimation, Empirical Bayes, two-way ANOVA, oracle optimality, Stein’s unbiased risk estimate (SURE), empirical BLUP, 62C12, 62C25, 62F10, 62J07
Masayo Yoshimori Hirose, Partha Lahiri
Ann. Statist. 46 (4), 1721-1741, (August 2018) DOI: 10.1214/17-AOS1600 Open Access
KEYWORDS: Adjusted maximum likelihood method, Empirical Bayes, empirical best linear unbiased prediction, linear mixed model, second-order unbiasedness, 62C12, 62F40
David Donoho, Matan Gavish, Iain Johnstone
Ann. Statist. 46 (4), 1742-1778, (August 2018) DOI: 10.1214/17-AOS1601 Open Access
KEYWORDS: Covariance estimation, optimal shrinkage, Stein loss, entropy loss, divergence loss, Fréchet distance, Bhattacharya/Matusita affinity, condition number loss, high-dimensional ssymptotics, spiked covariance, 62C20, 62H25, 90C25, 90C22
Ming-Chung Chang, Ching-Shui Cheng
Ann. Statist. 46 (4), 1779-1806, (August 2018) DOI: 10.1214/17-AOS1603 Open Access
KEYWORDS: A-criterion, block structure, D-criterion, Gaussian process, (M.S)-criterion, minimum aberration, word length pattern, 62K05, 62K15
T. Tony Cai, Zijian Guo
Ann. Statist. 46 (4), 1807-1836, (August 2018) DOI: 10.1214/17-AOS1604 Open Access
KEYWORDS: Accuracy assessment, Adaptivity, Confidence interval, high-dimensional linear regression, loss estimation, minimax lower bound, minimaxity, Sparsity, 62G15, 62C20, 62H35
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