VOL. 49 · NO. 5 | October 2021
 
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Frontmatter
Ann. Statist. 49 (5), (October 2021)
No abstract available
Ann. Statist. 49 (5), (October 2021)
No abstract available
Special Section of Memorial Articles for Willem van Zwet
Richard J. Samworth, Ming Yuan
Ann. Statist. 49 (5), 2431, (October 2021) DOI: 10.1214/21-AOS2112
No abstract available
Nicholas I. Fisher, Adrian F. M. Smith
Ann. Statist. 49 (5), 2432-2438, (October 2021) DOI: 10.1214/21-AOS2053
KEYWORDS: Bernoulli Society, EURANDOM, Institute of Mathematical Statistics, International Statistical Institute, 01A70
Peter Bickel, Marta Fiocco, Mathisca de Gunst, Friedrich Götze
Ann. Statist. 49 (5), 2439-2447, (October 2021) DOI: 10.1214/21-AOS2060
KEYWORDS: Van Zwet, Asymptotic approximation, Resampling, contact process, 01A70, 62-03
Sara van de Geer, Chris A. J. Klaassen
Ann. Statist. 49 (5), 2448-2456, (October 2021) DOI: 10.1214/21-AOS2069
KEYWORDS: Obituary, research supervision, PhD students, teaching, 01A70, 62-03
Regular Articles
Thomas B. Berrett, Ioannis Kontoyiannis, Richard J. Samworth
Ann. Statist. 49 (5), 2457-2490, (October 2021) DOI: 10.1214/20-AOS2041
KEYWORDS: Independence testing, permutation tests, minimax separation rates, U-statistics, Stein’s method, 62G09, 62G10
Sheng Jiang, Surya T. Tokdar
Ann. Statist. 49 (5), 2491-2505, (October 2021) DOI: 10.1214/20-AOS2043
KEYWORDS: Gaussian process priors, high-dimensional regression, nonparametric variable selection, Bayesian inference, adaptive estimation, 62G08, 62G20, 60G05
Matthias Löffler, Anderson Y. Zhang, Harrison H. Zhou
Ann. Statist. 49 (5), 2506-2530, (October 2021) DOI: 10.1214/20-AOS2044
KEYWORDS: spectral clustering, K-means, Gaussian mixture model, spectral perturbation, 62H30
Sabyasachi Chatterjee, Subhajit Goswami
Ann. Statist. 49 (5), 2531-2551, (October 2021) DOI: 10.1214/20-AOS2045
KEYWORDS: Optimal decision trees, Dyadic CART, piecewise polynomial fitting, oracle risk bounds, bounded variation function estimation, 62G05
Michaël Lalancette, Sebastian Engelke, Stanislav Volgushev
Ann. Statist. 49 (5), 2552-2576, (October 2021) DOI: 10.1214/20-AOS2046
KEYWORDS: multivariate extremes, Asymptotic independence, inverted max-stable distribution, spatial process, M-estimation, 62G32, 62F12, 62G20, 62G30
Vladimir Koltchinskii, Mayya Zhilova
Ann. Statist. 49 (5), 2577-2610, (October 2021) DOI: 10.1214/20-AOS2047
KEYWORDS: efficiency, smooth functionals, bias reduction, bootstrap chain, random homotopy, Concentration, 62H12, 62G20, 62H25, 60B20
Jeong Min Jeon, Byeong U. Park, Ingrid Van Keilegom
Ann. Statist. 49 (5), 2611-2641, (October 2021) DOI: 10.1214/21-AOS2048
KEYWORDS: Additive models, smooth backfitting, ‎Hilbert spaces, Riemannian manifolds, non-Euclidean data, functional data, density-valued data, Compositional data, directional data, shape data, 62G08, 62G20
Qiyang Han
Ann. Statist. 49 (5), 2642-2671, (October 2021) DOI: 10.1214/21-AOS2049
KEYWORDS: empirical risk minimization, empirical process, ‎classification‎, Nonparametric regression, Density estimation, non-Donsker, 60E15, 62G05
John H. J. Einmahl, Johan Segers
Ann. Statist. 49 (5), 2672-2696, (October 2021) DOI: 10.1214/21-AOS2050
KEYWORDS: Extreme value statistics, functional data, tail empirical process, tail dependence, tail copula estimation, uniform asymptotic normality, 62M99, 62G05, 62G20, 62G30, 62G32, 60F17, 60G70
Zhantao Lin, Nancy Flournoy, William F. Rosenberger
Ann. Statist. 49 (5), 2697-2720, (October 2021) DOI: 10.1214/21-AOS2051
KEYWORDS: Adaptive designs, Design of experiments, Inference for stochastic processes, Precision medicine, random biomarker, threshold determination, 62L05, 62K99, 62F12, 62E20, 60F05, 60G52
Mathias Drton, Satoshi Kuriki, Peter Hoff
Ann. Statist. 49 (5), 2721-2754, (October 2021) DOI: 10.1214/21-AOS2052
KEYWORDS: Gaussian distribution, Kronecker canonical form, matrix normal model, maximum likelihood estimation, separable covariance, 62H12, 62R01
Francesco Ortelli, Sara van de Geer
Ann. Statist. 49 (5), 2755-2773, (October 2021) DOI: 10.1214/21-AOS2054
KEYWORDS: Oracle inequality, projection, compatibility, Lasso, analysis, Total variation regularization, minimax, Moore–Penrose pseudo inverse, 62J05, 62J99
Suhasini Subba Rao, Junho Yang
Ann. Statist. 49 (5), 2774-2802, (October 2021) DOI: 10.1214/21-AOS2055
KEYWORDS: Biorthogonal transforms, discrete Fourier transform, periodogram, quasi-likelihoods, second order stationary time series, Toeplitz inverse, 62M10, 62M15, 62F10
Snigdha Panigrahi, Jonathan Taylor, Asaf Weinstein
Ann. Statist. 49 (5), 2803-2824, (October 2021) DOI: 10.1214/21-AOS2057
KEYWORDS: Adaptive data analysis, Bayesian inference, carving, conditional inference, convex constraints, selective inference, 62F30, 62F10, 62G15
T. Tony Cai, Yichen Wang, Linjun Zhang
Ann. Statist. 49 (5), 2825-2850, (October 2021) DOI: 10.1214/21-AOS2058
KEYWORDS: High-dimensional data, differential privacy, Mean estimation, Linear regression, Minimax optimality, 62F30, 62F12, 62J05
Song Xi Chen, Liuhua Peng
Ann. Statist. 49 (5), 2851-2869, (October 2021) DOI: 10.1214/21-AOS2062
KEYWORDS: Distributed bootstrap, distributed statistics, massive data, pseudo-distributed bootstrap, 62G09, 62G20
Shanqi Pang, Jing Wang, Dennis K. J. Lin, Min-Qian Liu
Ann. Statist. 49 (5), 2870-2884, (October 2021) DOI: 10.1214/21-AOS2063
KEYWORDS: High strength orthogonal arrays, Kronecker product, Orthogonal partitions, 62K15, 05B15
Stephan Bongers, Patrick Forré, Jonas Peters, Joris M. Mooij
Ann. Statist. 49 (5), 2885-2915, (October 2021) DOI: 10.1214/21-AOS2064
KEYWORDS: Structural causal models, causal graph, cycles, interventions, counterfactuals, solvability, Markov properties, marginalization, 62A09, 68T30, 68T37
Marta Catalano, Antonio Lijoi, Igor Prünster
Ann. Statist. 49 (5), 2916-2947, (October 2021) DOI: 10.1214/21-AOS2065
KEYWORDS: Bayesian nonparametrics, completely random measures, completely random vectors, Compound Poisson, Dependence, Independent increments, Lévy copula, Wasserstein distance, 62C10, 60G57, 60G09
Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan
Ann. Statist. 49 (5), 2948-2971, (October 2021) DOI: 10.1214/21-AOS2066
KEYWORDS: Robust principal component analysis, convex relaxation, ℓ∞ guarantees, leave-one-out analysis, 62F10, 62B10
Chris Sherlock, Alexandre H. Thiery, Andrew Golightly
Ann. Statist. 49 (5), 2972-2990, (October 2021) DOI: 10.1214/21-AOS2068
KEYWORDS: Markov chain Monte Carlo, delayed-acceptance, diffusion limit, pseudo-marginal MCMC, Random-walk metropolis, 65C05, 65C40, 60F05
Kosuke Morikawa, Jae Kwang Kim
Ann. Statist. 49 (5), 2991-3014, (October 2021) DOI: 10.1214/21-AOS2070
KEYWORDS: Estimating functions, Identification, incomplete data, not missing at random (NMAR), semiparametric efficient estimation, 62F35, 62G20, 62G10
Chunyan Wang, Robert W. Mee
Ann. Statist. 49 (5), 3015-3042, (October 2021) DOI: 10.1214/21-AOS2071
KEYWORDS: Confounding frequency vector, equivalent design, G-aberration, nonregular fractional factorial design, quaternary code, Sylvester Hadamard matrix, two-factor interaction model, 62K15, 62K05
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