VOL. 48 · NO. 1 | February 2020
 
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Frontmatter
Ann. Statist. 48 (1), (February 2020)
No abstract available
Ann. Statist. 48 (1), (February 2020)
No abstract available
Articles
Francesco Bravo, Juan Carlos Escanciano, Ingrid Van Keilegom
Ann. Statist. 48 (1), 1-26, (February 2020) DOI: 10.1214/18-AOS1788
KEYWORDS: empirical likelihood, semiparametric inference, high-dimensional parameters, Wilks’ phenomenon, 62M10, 62G10
Emmanuel J. Candès, Pragya Sur
Ann. Statist. 48 (1), 27-42, (February 2020) DOI: 10.1214/18-AOS1789
KEYWORDS: High-dimensional logistic regression, MLE phase transition, 62J12, 62E20
Xinran Li, Peng Ding, Donald B. Rubin
Ann. Statist. 48 (1), 43-63, (February 2020) DOI: 10.1214/18-AOS1790
KEYWORDS: covariate balance, tiers of covariates, tiers of factorial effects, 62K15, 62K10, 62K05
Kai Tan, Lei Shi, Zhou Yu
Ann. Statist. 48 (1), 64-85, (February 2020) DOI: 10.1214/18-AOS1791
KEYWORDS: sliced inverse regression, sufficient dimension reduction, Sparsity, 62H12, 62G08, 62G09
John Goes, Gilad Lerman, Boaz Nadler
Ann. Statist. 48 (1), 86-110, (February 2020) DOI: 10.1214/18-AOS1793
KEYWORDS: covariance matrix estimation, spectral norm, elliptical distribution, Sparsity, Tyler’s M-estimator, thresholding, 62H12, 62G35, 62G20
Florentina Bunea, Christophe Giraud, Xi Luo, Martin Royer, Nicolas Verzelen
Ann. Statist. 48 (1), 111-137, (February 2020) DOI: 10.1214/18-AOS1794
KEYWORDS: Convergence rates, Convex optimization, Covariance matrices, high-dimensional inference, 62H30, 62C20
Xiaoqin Wang, Li Yin
Ann. Statist. 48 (1), 138-160, (February 2020) DOI: 10.1214/18-AOS1795
KEYWORDS: Blip effect, curse of dimensionality, new $G$-formula, null paradox, point observable effect, sequential causal effect, 62H12, 62H15, 62F03, 62F30
Guangyu Zhu, Zhihua Su
Ann. Statist. 48 (1), 161-182, (February 2020) DOI: 10.1214/18-AOS1796
KEYWORDS: Partial least squares, envelope model, sufficient dimension reduction, Grassmann manifold, 62F12, 62B05, 62J05, 62J12
Min Xu, Varun Jog, Po-Ling Loh
Ann. Statist. 48 (1), 183-204, (February 2020) DOI: 10.1214/18-AOS1797
KEYWORDS: stochastic block models, network analysis, Renyi divergence, nonparametric estimation, optimal estimation rates, 62H30, 91D30, 62C20, 90B15
Adityanand Guntuboyina, Donovan Lieu, Sabyasachi Chatterjee, Bodhisattva Sen
Ann. Statist. 48 (1), 205-229, (February 2020) DOI: 10.1214/18-AOS1799
KEYWORDS: Adaptive splines, discrete splines, fat shattering, higher order total variation regularization, metric entropy bounds, nonparametric function estimation, risk bounds, subdifferential, tangent cone, 62G08, 62J05, 62J07
Subhadeep Paul, Yuguo Chen
Ann. Statist. 48 (1), 230-250, (February 2020) DOI: 10.1214/18-AOS1800
KEYWORDS: Community detection, consistency, co-regularized spectral clustering, multi-layer networks, multi-layer stochastic block model, orthogonal linked matrix factorization, 62F12, 62H30, 90B15, 15A23
Xi Chen, Jason D. Lee, Xin T. Tong, Yichen Zhang
Ann. Statist. 48 (1), 251-273, (February 2020) DOI: 10.1214/18-AOS1801
KEYWORDS: Stochastic gradient descent, asymptotic variance, batch-means estimator, high-dimensional inference, time-inhomogeneous Markov chain, 62J10, 62M02, 60K35
Stephen M. S. Lee, Puyudi Yang
Ann. Statist. 48 (1), 274-299, (February 2020) DOI: 10.1214/18-AOS1803
KEYWORDS: confidence region, $m$ out of $n$ bootstrap, M-estimator, pivot, subsampling, 62G15, 62G09
Dimitris Bertsimas, Bart Van Parys
Ann. Statist. 48 (1), 300-323, (February 2020) DOI: 10.1214/18-AOS1804
KEYWORDS: Best subset selection, Sparse regression, kernel learning, integer optimization, Convex optimization, 62J07, 90C10
Davy Paindaveine, Julien Remy, Thomas Verdebout
Ann. Statist. 48 (1), 324-345, (February 2020) DOI: 10.1214/18-AOS1805
KEYWORDS: Le Cam’s asymptotic theory of statistical experiments, local asymptotic normality, Principal Component Analysis, spiked covariance matrices, weak identifiability, 62F05, 62H25, 62E20
Hock Peng Chan
Ann. Statist. 48 (1), 346-373, (February 2020) DOI: 10.1214/19-AOS1809
KEYWORDS: efficiency, KL-UCB, subsampling, Thompson sampling, UCB, 62L05
Michael Schweinberger, Jonathan Stewart
Ann. Statist. 48 (1), 374-396, (February 2020) DOI: 10.1214/19-AOS1810
KEYWORDS: curved exponential families, exponential families, exponential-family random graph models, $M$-estimators, multilevel networks, social networks, 05C80, 62B05, 62F10, 91D30
Han Hong, Jessie Li
Ann. Statist. 48 (1), 397-412, (February 2020) DOI: 10.1214/19-AOS1812
KEYWORDS: bootstrap, numerical differentiation, directional differentiability, 62F40
Changliang Zou, Guanghui Wang, Runze Li
Ann. Statist. 48 (1), 413-439, (February 2020) DOI: 10.1214/19-AOS1814
KEYWORDS: cross-validation, dynamic programming, least-squares, Model selection, multiple change-point model, selection consistency, 62H12
François Bachoc, David Preinerstorfer, Lukas Steinberger
Ann. Statist. 48 (1), 440-463, (February 2020) DOI: 10.1214/19-AOS1815
KEYWORDS: Inference post-model-selection, uniform asymptotic inference, regression, 62F12, 62F25, 62F35, 62J02
Vladimir Koltchinskii, Matthias Löffler, Richard Nickl
Ann. Statist. 48 (1), 464-490, (February 2020) DOI: 10.1214/19-AOS1816
KEYWORDS: Principal Component Analysis, spectral projections, asymptotic normality, Semiparametric efficiency, 62H25, 62E17
Edgar Dobriban, William Leeb, Amit Singer
Ann. Statist. 48 (1), 491-513, (February 2020) DOI: 10.1214/19-AOS1819
KEYWORDS: Principal Component Analysis, Random matrix theory, shrinkage, high dimensional, spiked model, missing data, Matrix completion, 62H25, 62H15, 45B05
Eric D. Kolaczyk, Lizhen Lin, Steven Rosenberg, Jackson Walters, Jie Xu
Ann. Statist. 48 (1), 514-538, (February 2020) DOI: 10.1214/19-AOS1820
KEYWORDS: Fundamental domain, Fréchet mean, Graphs, 62E20, 62G20, 53C20
Søren Wengel Mogensen, Niels Richard Hansen
Ann. Statist. 48 (1), 539-559, (February 2020) DOI: 10.1214/19-AOS1821
KEYWORDS: Directed mixed graphs, independence model, local independence, local independence graph, Markov equivalence, $\mu $-separation, 62M99, 62A99
Jere Koskela, Paul A. Jenkins, Adam M. Johansen, Dario Spanò
Ann. Statist. 48 (1), 560-583, (February 2020) DOI: 10.1214/19-AOS1823
KEYWORDS: Coalescent, finite-dimensional distributions, genealogy, Interacting particle system, sequential Monte Carlo, 60E15, 60G99, 62E20
Gregory Cox
Ann. Statist. 48 (1), 584-606, (February 2020) DOI: 10.1214/19-AOS1829
KEYWORDS: global optimization, nonconvex optimization, M-estimation, mixture model, argmax theorem, threshold regression, weak identification, 60G17
Niansheng Tang, Xiaodong Yan, Xingqiu Zhao
Ann. Statist. 48 (1), 607-627, (February 2020) DOI: 10.1214/19-AOS1870
KEYWORDS: Censored survival data, penalized generalized empirical likelihood, penalized generalized empirical likelihood ratio test, oracle property, Semiparametric efficiency, 62N02, 62N03, 62F12, 62F05
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