VOL. 50 · NO. 3 | June 2022
Ann. Statist. 50 (3), (June 2022)
No abstract available
Ann. Statist. 50 (3), (June 2022)
No abstract available
Holger Dette, Xin Liu, Rong-Xian Yue
Ann. Statist. 50 (3), 1247-1265, (June 2022) DOI: 10.1214/21-AOS2147
KEYWORDS: Admissibility, dual problem, conditional model, multifactor experiment, optimal design, 62K05, 62J05
Anqi Zhao, Youjin Lee, Dylan S. Small, Bikram Karmakar
Ann. Statist. 50 (3), 1266-1296, (June 2022) DOI: 10.1214/21-AOS2148
KEYWORDS: Bias in observational studies, Causal inference, exclusion restriction, nonparametric tests, replication, sensitivity analysis, 62G10, 62K10
Hsueh-Han Huang, Ngai Hang Chan, Kun Chen, Ching-Kang Ing
Ann. Statist. 50 (3), 1297-1319, (June 2022) DOI: 10.1214/21-AOS2149
KEYWORDS: ARFIMA models, Bayesian Information Criterion, conditional heteroscedastic errors, long memory and nonstationary time series, order selection, 62M10, 62M20
Zijian Guo, Domagoj Ćevid, Peter Bühlmann
Ann. Statist. 50 (3), 1320-1347, (June 2022) DOI: 10.1214/21-AOS2152 Open Access
KEYWORDS: Causal inference, structural equation model, dense confounding, linear model, spectral deconfounding, 62E20, 62F12, 62J07
Qixian Zhong, Jonas Mueller, Jane-Ling Wang
Ann. Statist. 50 (3), 1348-1375, (June 2022) DOI: 10.1214/21-AOS2153
KEYWORDS: Censored data, Survival analysis, neural network, minimax estimation, partial likelihood, Semiparametric efficiency, 62N02, 62G20, 62C20, 62G08
Kin Wai Chan
Ann. Statist. 50 (3), 1376-1400, (June 2022) DOI: 10.1214/21-AOS2154 Open Access
KEYWORDS: change point detection, nonlinear time series, optimal bandwidth selection, trend inference, variate difference method, 62G05, 62G20
Yunyi Zhang, Dimitris N. Politis
Ann. Statist. 50 (3), 1401-1422, (June 2022) DOI: 10.1214/21-AOS2156
KEYWORDS: Gaussian approximation, High-dimensional data, Lasso, prediction, regression, Resampling, 62J05, 62F40
Philippe Berthet, John H. J. Einmahl
Ann. Statist. 50 (3), 1423-1446, (June 2022) DOI: 10.1214/21-AOS2157
KEYWORDS: Argmax drifted Wiener process, cube root asymptotics, Density level set, excess mass, local empirical process, minimum volume set, set-valued estimator, 62G05, 62G20, 60F05, 60F17
David L. Donoho, Alon Kipnis
Ann. Statist. 50 (3), 1447-1472, (June 2022) DOI: 10.1214/21-AOS2158
KEYWORDS: higher criticism, two-sample test, testing multinomials, sparse mixture, 62H17, 62H15, 62G10
Yuanzhen He, C. Devon Lin, Fasheng Sun
Ann. Statist. 50 (3), 1473-1489, (June 2022) DOI: 10.1214/21-AOS2159
KEYWORDS: Completely resolvable, difference scheme, Fractional factorial design, computer experiment, nested orthogonal array, sliced orthogonal array, 62K15, 62K05
Simone A. Padoan, Stefano Rizzelli
Ann. Statist. 50 (3), 1490-1518, (June 2022) DOI: 10.1214/21-AOS2160
KEYWORDS: Bernstein polynomials, Extreme-value copula, multivariate max-stable distribution, nonparametric estimation, Pickands dependence function, Angular measure, posterior consistency, 62G20, 62G32, 60G70, 62C10
Jonathan Niles-Weed, Quentin Berthet
Ann. Statist. 50 (3), 1519-1540, (June 2022) DOI: 10.1214/21-AOS2161
KEYWORDS: Wasserstein distance, Optimal transport, High-dimensional statistics, Density estimation, 62F99, 62H99
Jiyao Kou, Guenther Walther
Ann. Statist. 50 (3), 1541-1572, (June 2022) DOI: 10.1214/21-AOS2162
KEYWORDS: block structure, heterogeneous mixture detection, sparse signal detection, structured higher criticism, structured Berk–Jones statistic, structured ϕ-divergence, tail bound for supremum of standardized Brownian bridge, tail bound for supremum of binomial log likelihood ratio process, tail bound for higher criticism statistic and Berk–Jones statistic, 62G10, 62G32, 62H15
Yaqing Chen, Hans-Georg Müller
Ann. Statist. 50 (3), 1573-1592, (June 2022) DOI: 10.1214/21-AOS2163
KEYWORDS: random objects, metric space valued random processes, rates of convergence, smoothing, fMRI, mortality distributions, 62G05, 62G20, 62G08
Anna Bykhovskaya, Vadim Gorin
Ann. Statist. 50 (3), 1593-1617, (June 2022) DOI: 10.1214/21-AOS2164
KEYWORDS: High-dimensional VAR, cointegration, Johansen test, Jacobi ensemble, 60B20, 62M10, 62P20, 91B84
Pinhan Chen, Chao Gao, Anderson Y. Zhang
Ann. Statist. 50 (3), 1618-1652, (June 2022) DOI: 10.1214/21-AOS2166
KEYWORDS: Top-k ranking, pairwise comparison, MLE, Spectral method, partial recovery, exact recovery, 62F07
Alberto Rodríguez-Casal, Paula Saavedra-Nieves
Ann. Statist. 50 (3), 1653-1668, (June 2022) DOI: 10.1214/21-AOS2168
KEYWORDS: Minimax level set estimation, r-convex hull, shape index, 62G05, 60K35, 62G07
Tengyuan Liang, Pragya Sur
Ann. Statist. 50 (3), 1669-1695, (June 2022) DOI: 10.1214/22-AOS2170
KEYWORDS: boosting, high-dimensional asymptotics, Minimum-norm interpolation, overparametrization, margin theory, 68Q32, 62H30
Lingxuan Shao, Zhenhua Lin, Fang Yao
Ann. Statist. 50 (3), 1696-1721, (June 2022) DOI: 10.1214/22-AOS2172
KEYWORDS: diffusion tensor, Fréchet mean, intrinsic covariance function, parallel transport, smoothing, vector bundle, 62R10, 62R30
Felix Cheysson, Gabriel Lang
Ann. Statist. 50 (3), 1722-1746, (June 2022) DOI: 10.1214/22-AOS2173
KEYWORDS: count data, Hawkes process, spectral estimation, Strong mixing, Whittle method, 60G55, 37A25, 62M15
Piotr Graczyk, Hideyuki Ishi, Bartosz Kołodziejek, Hélène Massam
Ann. Statist. 50 (3), 1747-1774, (June 2022) DOI: 10.1214/22-AOS2174
KEYWORDS: Colored graph, conjugate prior, covariance selection, Invariance, permutation symmetry, 62H99, 62F15, 20C35
Pinhan Chen, Chao Gao, Anderson Y. Zhang
Ann. Statist. 50 (3), 1775-1805, (June 2022) DOI: 10.1214/22-AOS2175
KEYWORDS: Full ranking, Bradley–Terry–Luce model, divide-and-conquer, minimax risk, 62F07
Karl Oskar Ekvall, Matteo Bottai
Ann. Statist. 50 (3), 1806-1832, (June 2022) DOI: 10.1214/22-AOS2177
KEYWORDS: Singular information, boundary points, Confidence regions, mixed models, 62F25, 62F05, 62J05
Tselil Schramm, Alexander S. Wein
Ann. Statist. 50 (3), 1833-1858, (June 2022) DOI: 10.1214/22-AOS2179
KEYWORDS: Low-degree polynomials, computational complexity, planted submatrix, planted dense subgraph, 62F15, 68Q17
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