VOL. 46 · NO. 6A | December 2018
Ann. Statist. 46 (6A), (December 2018) Open Access
No abstract available
Ann. Statist. 46 (6A), (December 2018) Open Access
No abstract available
David Gamarnik, Quan Li
Ann. Statist. 46 (6A), 2511-2561, (December 2018) DOI: 10.1214/17-AOS1628 Open Access
KEYWORDS: Random matrix, Random graphs, maximum clique, submatrix detection, computational complexity, overlap gap property, 68Q87, 97K50, 60C05, 68Q25
Simon Mak, V. Roshan Joseph
Ann. Statist. 46 (6A), 2562-2592, (December 2018) DOI: 10.1214/17-AOS1629 Open Access
KEYWORDS: Bayesian computation, energy distance, Monte Carlo, numerical integration, quasi-Monte Carlo, representative points, 62E17
Adel Javanmard, Andrea Montanari
Ann. Statist. 46 (6A), 2593-2622, (December 2018) DOI: 10.1214/17-AOS1630 Open Access
KEYWORDS: Lasso, high-dimensional regression, confidence intervals, Hypothesis testing, bias and variance, sample size, 62J05, 62J07, 62F12
Robin J. Evans
Ann. Statist. 46 (6A), 2623-2656, (December 2018) DOI: 10.1214/17-AOS1631 Open Access
KEYWORDS: Algebraic statistics, Bayesian network, latent variable model, nested Markov model, Verma constraint, 62H99, 62F12
Jialiang Li, Baisuo Jin
Ann. Statist. 46 (6A), 2657-2682, (December 2018) DOI: 10.1214/17-AOS1632 Open Access
KEYWORDS: Break points, MCP penalty, SCAD penalty, Stute estimator, threshold regression, 60K35
Liping Zhu, Yaowu Zhang, Kai Xu
Ann. Statist. 46 (6A), 2683-2710, (December 2018) DOI: 10.1214/17-AOS1635 Open Access
KEYWORDS: Correlation, independence, Quantile regression, rank test, sure screening property, 62G10, 62H20, 68Q32
Xavier Pennec
Ann. Statist. 46 (6A), 2711-2746, (December 2018) DOI: 10.1214/17-AOS1636 Open Access
KEYWORDS: Manifold, Fréchet mean, Barycenter, flag of subspaces, PCA, 60D05, 62H25, 58C06, 62H11
Song Mei, Yu Bai, Andrea Montanari
Ann. Statist. 46 (6A), 2747-2774, (December 2018) DOI: 10.1214/17-AOS1637 Open Access
KEYWORDS: nonconvex optimization, empirical risk minimization, landscape, Uniform convergence, 62F10, 62J02, 62H30
Janet Godolphin
Ann. Statist. 46 (6A), 2775-2805, (December 2018) DOI: 10.1214/17-AOS1638 Open Access
KEYWORDS: Breakdown number, connectivity, incomplete block design, microarray experiment, observation loss, robustness, row column design, 62K10, 62K05
Mikael Escobar-Bach, Yuri Goegebeur, Armelle Guillou
Ann. Statist. 46 (6A), 2806-2843, (December 2018) DOI: 10.1214/17-AOS1640 Open Access
KEYWORDS: Conditional Pickands dependence function, robustness, Stochastic convergence, 62G32, 62G05, 62G20, 60F05, 60G70
Philippe Heinrich, Jonas Kahn
Ann. Statist. 46 (6A), 2844-2870, (December 2018) DOI: 10.1214/17-AOS1641 Open Access
KEYWORDS: local asymptotic normality, convergence of experiments, maximum likelihood estimate, Wasserstein metric, mixing distribution, mixture model, rate of convergence, strong identifiability, pointwise rate, superefficiency, 62G05, 62G20
Stanislav Minsker
Ann. Statist. 46 (6A), 2871-2903, (December 2018) DOI: 10.1214/17-AOS1642 Open Access
KEYWORDS: Random matrix, heavy tails, concentration inequality, Covariance estimation, Matrix completion, 60B20, 62G35, 62H12
Dominik Rothenhäusler, Jan Ernest, Peter Bühlmann
Ann. Statist. 46 (6A), 2904-2938, (December 2018) DOI: 10.1214/17-AOS1643 Open Access
KEYWORDS: Causal inference, distribution equivalence class, Graphical model, high-dimensional consistency, partially linear structural equation model, 62G99, 62H99, 68T99
Christoph Neumann, Joachim Kunert
Ann. Statist. 46 (6A), 2939-2959, (December 2018) DOI: 10.1214/17-AOS1644 Open Access
KEYWORDS: optimal design, crossover design, MSE-optimality, 62K05, 62K10
Siegfried Hörmann, Piotr Kokoszka, Gilles Nisol
Ann. Statist. 46 (6A), 2960-2984, (December 2018) DOI: 10.1214/17-AOS1645 Open Access
KEYWORDS: functional data, time series data, periodicity, spectral analysis, testing, asymptotics, 62M15, 62G10, 60G15, 62G20
Zhidong Bai, Kwok Pui Choi, Yasunori Fujikoshi
Ann. Statist. 46 (6A), 2985-3013, (December 2018) DOI: 10.1214/17-AOS1646 Open Access
KEYWORDS: asymptotic distribution, Eigenvalues, discriminant analysis, high-dimensional case, MANOVA, nonnormality, RMT, test statistics, 62H10, 62E20
Helmut Finner, Veronika Gontscharuk
Ann. Statist. 46 (6A), 3014-3037, (December 2018) DOI: 10.1214/17-AOS1647 Open Access
KEYWORDS: Goodness-of-fit, higher criticism test, local levels, Multiple hypotheses testing, nonparametric two-sample tests, order statistics, weighted Brownian bridge, 62G10, 62G30, 62G20, 60F99
Mengyang Gu, Xiaojing Wang, James O. Berger
Ann. Statist. 46 (6A), 3038-3066, (December 2018) DOI: 10.1214/17-AOS1648 Open Access
KEYWORDS: Anisotropic covariance, emulation, Gaussian stochastic process, objective priors, posterior propriety, robust parameter estimation, 62F35, 62M20
Bai Jiang, Tung-Yu Wu, Yifan Jin, Wing H. Wong
Ann. Statist. 46 (6A), 3067-3098, (December 2018) DOI: 10.1214/17-AOS1649 Open Access
KEYWORDS: Contrastive Divergence, exponential family, convergence rate, 68W99, 62F12, 60J20
Haolei Weng, Arian Maleki, Le Zheng
Ann. Statist. 46 (6A), 3099-3129, (December 2018) DOI: 10.1214/17-AOS1651 Open Access
KEYWORDS: Bridge regression, phase transition, comparison of estimators, small error regime, second-order term, asymptotic mean square error, optimal tuning, 62J05, 62J07
Olivier Collier, Laëtitia Comminges, Alexandre B. Tsybakov, Nicolas Verzelen
Ann. Statist. 46 (6A), 3130-3150, (December 2018) DOI: 10.1214/17-AOS1653 Open Access
KEYWORDS: Nonasymptotic minimax estimation, adaptive estimation, linear functional, Sparsity, unknown noise variance, 62J05, 62G05
Preetam Nandy, Alain Hauser, Marloes H. Maathuis
Ann. Statist. 46 (6A), 3151-3183, (December 2018) DOI: 10.1214/17-AOS1654 Open Access
KEYWORDS: Bayesian network, directed acyclic graph (DAG), linear structural equation model (linear SEM), structure learning, greedy equivalence search (GES), score-based method, ‎hybrid method, High-dimensional data, consistency, 62H12, 62-09, 62F12
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