VOL. 45 · NO. 2 | April 2017
Ann. Statist. 45 (2), (April 2017)
No abstract available
Ann. Statist. 45 (2), (April 2017)
No abstract available
Judith J. Lok
Ann. Statist. 45 (2), 461-499, (April 2017) DOI: 10.1214/15-AOS1433
KEYWORDS: Causality in continuous time, dynamic treatments, longitudinal data, observational studies, panel data, rank preservation, Stochastic differential equations, structural nested models, 62P10, 62M99, 62N02
Y. X. Rachel Wang, Peter J. Bickel
Ann. Statist. 45 (2), 500-528, (April 2017) DOI: 10.1214/16-AOS1457
KEYWORDS: stochastic block models, model misspecification, Network communities, likelihood ratio statistic, 62F05
Dan Cheng, Armin Schwartzman
Ann. Statist. 45 (2), 529-556, (April 2017) DOI: 10.1214/16-AOS1458
KEYWORDS: False discovery rate, Gaussian random field, kernel smoothing, image analysis, overshoot distribution, selective inference, topological inference, 62H35, 62H15
Jun Li, Ping-Shou Zhong
Ann. Statist. 45 (2), 557-590, (April 2017) DOI: 10.1214/16-AOS1459
KEYWORDS: False discovery rate, high dimensional data, multiple testing, sparse signals, thresholding, 62H15, 62G20
Hervé Cardot, Peggy Cénac, Antoine Godichon-Baggioni
Ann. Statist. 45 (2), 591-614, (April 2017) DOI: 10.1214/16-AOS1460
KEYWORDS: Functional data analysis, martingales in Hilbert spaces, recursive estimation, robust statistics, spatial median, stochastic gradient algorithms, 62G05, 62L20
T. Tony Cai, Zijian Guo
Ann. Statist. 45 (2), 615-646, (April 2017) DOI: 10.1214/16-AOS1461
KEYWORDS: Adaptivity, Confidence interval, coverage probability, expected length, high-dimensional linear regression, minimaxity, Sparsity, 62G15, 62C20, 62H35
Preetam Nandy, Marloes H. Maathuis, Thomas S. Richardson
Ann. Statist. 45 (2), 647-674, (April 2017) DOI: 10.1214/16-AOS1462
KEYWORDS: Causal inference, directed acyclic graph (DAG), linear structural equation model (linear SEM), multiple simultaneous interventions, joint causal effects, nonparanormal distribution, High-dimensional data, 62M99, 62H12, 62P10
Gongjun Xu
Ann. Statist. 45 (2), 675-707, (April 2017) DOI: 10.1214/16-AOS1464
KEYWORDS: Identifiability, restricted latent class models, $Q$-matrix, cognitive diagnosis models, multivariate Bernoulli mixture, Kruskal’s tensor decomposition, 62E10
Hanyuan Hang, Ingo Steinwart
Ann. Statist. 45 (2), 708-743, (April 2017) DOI: 10.1214/16-AOS1465
KEYWORDS: Bernstein-type inequalities, mixing processes, dynamical systems, nonparametric classification and regression, support vector machines (SVMs), 60E15, 60G10, 37D20, 60F10, 68T05, 62G08, 62M10
David Dereudre, Frédéric Lavancier
Ann. Statist. 45 (2), 744-770, (April 2017) DOI: 10.1214/16-AOS1466
KEYWORDS: Parametric estimation, Variational principle, Strauss model, Lennard–Jones model, area-interaction model, 62F12, 62M30, 60G55, 60D05
Anirvan Chakraborty, Probal Chaudhuri
Ann. Statist. 45 (2), 771-799, (April 2017) DOI: 10.1214/16-AOS1467
KEYWORDS: ARMA processes, heavy tailed distributions, permutation tests, $\rho$-mixing, randomly scaled $\rho$-mixing, spherical distributions, Stationary sequences, 62H15, 62G10, 60G10, 62E20
Davy Paindaveine, Thomas Verdebout
Ann. Statist. 45 (2), 800-832, (April 2017) DOI: 10.1214/16-AOS1468
KEYWORDS: contiguity, convergence of statistical experiments, directional statistics, Robust tests, rotationally symmetric distributions, 62G10, 62G20, 62G35, 62H11
Judith Rousseau, Botond Szabo
Ann. Statist. 45 (2), 833-865, (April 2017) DOI: 10.1214/16-AOS1469
KEYWORDS: Posterior contraction rates, Adaptation, Empirical Bayes, hierarchical Bayes, Nonparametric regression, Density estimation, Gaussian prior, truncation prior, 62G20, 62G05, 60K35, 62G08, 62G07
Po-Ling Loh
Ann. Statist. 45 (2), 866-896, (April 2017) DOI: 10.1214/16-AOS1471
KEYWORDS: robust regression, High-dimensional statistics, statistical consistency, support recovery, nonconvex optimization, 62F12
Yinfei Kong, Daoji Li, Yingying Fan, Jinchi Lv
Ann. Statist. 45 (2), 897-922, (April 2017) DOI: 10.1214/16-AOS1474
KEYWORDS: Interaction pursuit, Distance correlation, square transformation, multi-response regression, high dimensionality, Sparsity, 62H12, 62J02, 62F07, 62F12
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