VOL. 47 · NO. 2 | April 2019
 
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Frontmatter
Ann. Statist. 47 (2), (April 2019)
No abstract available
Ann. Statist. 47 (2), (April 2019)
No abstract available
Articles
Mathias Drton, Christopher Fox, Y. Samuel Wang
Ann. Statist. 47 (2), 663-690, (April 2019) DOI: 10.1214/17-AOS1602
KEYWORDS: Cyclic graph, Feedback, linear structural equation model, Graphical model, maximum likelihood estimation, 62H12, 62F10
Alexander Petersen, Hans-Georg Müller
Ann. Statist. 47 (2), 691-719, (April 2019) DOI: 10.1214/17-AOS1624
KEYWORDS: least squares regression, random objects, metric spaces, local linear regression, Functional connectivity, densities as objects, 62G05, 62J99, 62G08
Moulinath Banerjee, Cécile Durot, Bodhisattva Sen
Ann. Statist. 47 (2), 720-757, (April 2019) DOI: 10.1214/17-AOS1633
KEYWORDS: cube-root asymptotics, isotonic regression, local minimax risk, non-Gaussian limit, sample-splitting, 62G20, 62G08, 62F30
Kenneth Hung, William Fithian
Ann. Statist. 47 (2), 758-782, (April 2019) DOI: 10.1214/17-AOS1634
KEYWORDS: ranking, selective inference, exponential family, multiple comparison, sample best, 62F07, 62F03
Gábor Lugosi, Shahar Mendelson
Ann. Statist. 47 (2), 783-794, (April 2019) DOI: 10.1214/17-AOS1639
KEYWORDS: Mean estimation, robust estimation, sub-Gaussian inequalities, 62J02, 62G08, 60G25
Matey Neykov, Junwei Lu, Han Liu
Ann. Statist. 47 (2), 795-827, (April 2019) DOI: 10.1214/17-AOS1650
KEYWORDS: Graph structural inference, minimax testing, uncertainty assessment, multiple hypothesis testing, Post-regularization inference, 62F03, 62F04, 62H15
Moreno Bevilacqua, Tarik Faouzi, Reinhard Furrer, Emilio Porcu
Ann. Statist. 47 (2), 828-856, (April 2019) DOI: 10.1214/17-AOS1652
KEYWORDS: Compactly supported covariance, Spectral density, large dataset, microergodic parameter, 62M30, 62F12, 60G25
Yihong Wu, Pengkun Yang
Ann. Statist. 47 (2), 857-883, (April 2019) DOI: 10.1214/17-AOS1665
KEYWORDS: Support size estimation, large domain, polynomial approximation, High-dimensional statistics, nonparametric inference, 62G05, 62C20
R. Dennis Cook, Liliana Forzani
Ann. Statist. 47 (2), 884-908, (April 2019) DOI: 10.1214/18-AOS1681
KEYWORDS: Abundant regressions, Dimension reduction, sparse regressions, 62J05, 62F12
Ming-Chung Chang, Shao-Wei Cheng, Ching-Shui Cheng
Ann. Statist. 47 (2), 909-935, (April 2019) DOI: 10.1214/18-AOS1682
KEYWORDS: Bayesian design, computer experiment, eigen-decomposition, fixed-effect model, fractional factorial, kriging model, random-effect model, 62K15
Anru Zhang
Ann. Statist. 47 (2), 936-964, (April 2019) DOI: 10.1214/18-AOS1694
KEYWORDS: Cross tensor measurement, Denoising, minimax rate-optimal, neuroimaging, tensor completion, 62H12, 62C20
Qingyuan Zhao
Ann. Statist. 47 (2), 965-993, (April 2019) DOI: 10.1214/18-AOS1698
KEYWORDS: Convex optimization, kernel method, inverse probability weighting, proper scoring rule, regularized regression, statistical decision theory, 62P10, 62C99
Yuting Wei, Martin J. Wainwright, Adityanand Guntuboyina
Ann. Statist. 47 (2), 994-1024, (April 2019) DOI: 10.1214/18-AOS1701
KEYWORDS: Hypothesis testing, closed convex cone, likelihood ratio test, Minimax rate, Gaussian complexity, 62F03, 52A05
Likuan Qin, Viktor Todorov
Ann. Statist. 47 (2), 1025-1060, (April 2019) DOI: 10.1214/18-AOS1703
KEYWORDS: Itô semimartingale, Fourier inversion, Lévy density, Nonparametric density estimation, Options, stochastic volatility, 62G07, 62M05, 60H10, 60J75
Hsiang-Ling Hsu, Ching-Kang Ing, Howell Tong
Ann. Statist. 47 (2), 1061-1087, (April 2019) DOI: 10.1214/18-AOS1706
KEYWORDS: AIC, BIC, misspecification-resistant information criterion, multistep prediction error, high-dimensional misspecified models, orthogonal greedy algorithm, 63M30, 62F07, 62F12
Miles E. Lopes
Ann. Statist. 47 (2), 1088-1112, (April 2019) DOI: 10.1214/18-AOS1707
KEYWORDS: bootstrap, random forests, bagging, randomized algorithms, 62F40, 65B05, 68W20, 60G25
François Monard, Richard Nickl, Gabriel P. Paternain
Ann. Statist. 47 (2), 1113-1147, (April 2019) DOI: 10.1214/18-AOS1708
KEYWORDS: inverse problem, Bernstein–von Mises theorem, MAP estimate, Tikhonov regulariser, Gaussian prior, Radon transform, Semiparametric efficiency, 62G20, 58J40, 65R10, 62F15
Susan Athey, Julie Tibshirani, Stefan Wager
Ann. Statist. 47 (2), 1148-1178, (April 2019) DOI: 10.1214/18-AOS1709
KEYWORDS: Asymptotic theory, Causal inference, instrumental variable, 62G05
Eric D. Schoen, Pieter T. Eendebak, Peter Goos
Ann. Statist. 47 (2), 1179-1202, (April 2019) DOI: 10.1214/18-AOS1723
KEYWORDS: Conference matrix, isomorphism class, $J_{4}$-characteristic, projection, 62K20, 05B20, 94C30
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