VOL. 48 · NO. 2 | April 2020
Ann. Statist. 48 (2), (April 2020) Open Access
No abstract available
Ann. Statist. 48 (2), (April 2020) Open Access
No abstract available
Chao Gao, Fang Han, Cun-Hui Zhang
Ann. Statist. 48 (2), 629-654, (April 2020) DOI: 10.1214/18-AOS1792 Open Access
KEYWORDS: Isotonic piecewise constant function, reduced isotonic regression, iterated logarithmic dependence, adaptive estimation, Oracle inequalities, 62G08, 62C20
Claudia König, Axel Munk, Frank Werner
Ann. Statist. 48 (2), 655-678, (April 2020) DOI: 10.1214/18-AOS1806 Open Access
KEYWORDS: exponential families, multiscale testing, invariance principle, scan statistic, weak limit, familywise error rate, 60F17, 62H10, 60G50, 62F03
Ravi Jagadeesan, Natesh S. Pillai, Alexander Volfovsky
Ann. Statist. 48 (2), 679-712, (April 2020) DOI: 10.1214/18-AOS1807 Open Access
KEYWORDS: Experimental design, network interference, Neyman estimator, symmetric interference model, homophily, 62-02, 62K05, 91D30
Guy Bresler, Mina Karzand
Ann. Statist. 48 (2), 713-737, (April 2020) DOI: 10.1214/19-AOS1808 Open Access
KEYWORDS: High-dimensional statistics, Model selection, Markov random fields, Ising model, prediction, tree model, 62F12, 62H12
Sujayam Saha, Adityanand Guntuboyina
Ann. Statist. 48 (2), 738-762, (April 2020) DOI: 10.1214/19-AOS1817 Open Access
KEYWORDS: Density estimation, Gaussian mixture model, Convex optimization, Hellinger distance, Metric entropy, rate of convergence, Model selection, adaptive estimation, convex clustering, 62G07, 62C12, 62C10
Xiaoying Tian
Ann. Statist. 48 (2), 763-784, (April 2020) DOI: 10.1214/19-AOS1818 Open Access
KEYWORDS: prediction error, model search, Degrees of freedom, SURE, 62H12, 62F12, 62J07, 62F07
Promit Ghosal, Sumit Mukherjee
Ann. Statist. 48 (2), 785-810, (April 2020) DOI: 10.1214/19-AOS1822 Open Access
KEYWORDS: Ising model, pseudo-likelihood, 62F12, 60F10
Zhiqiang Tan
Ann. Statist. 48 (2), 811-837, (April 2020) DOI: 10.1214/19-AOS1824 Open Access
KEYWORDS: Calibrated estimation, Causal inference, Doubly robust estimation, inverse probability weighting, lasso penalty, model misspecification, propensity score, regularized M-estimation, 62E20, 62F25, 62F35, 62J05, 62J12
Jinqi Shen, Tailen Hsing
Ann. Statist. 48 (2), 838-862, (April 2020) DOI: 10.1214/19-AOS1825 Open Access
KEYWORDS: infill asymptotics, Minimax rate, Multifractional Brownian motion, nonparametric estimation, 62G05, 62G20, 62M30
Ahmed El Alaoui, Florent Krzakala, Michael Jordan
Ann. Statist. 48 (2), 863-885, (April 2020) DOI: 10.1214/19-AOS1826 Open Access
KEYWORDS: Hypothesis testing, random matrix models, contiguity, spin–glasses, Sherrington–Kirkpatrick model, replica–symmetry, 62H25, 62H15, 60G15, 60F05
Yun Yang, Debdeep Pati, Anirban Bhattacharya
Ann. Statist. 48 (2), 886-905, (April 2020) DOI: 10.1214/19-AOS1827 Open Access
KEYWORDS: Bayes risk, evidence lower bound, latent variable models, Rényi divergence, variational inference, 62G07, 62G20, 60K35
Guillaume Lecué, Matthieu Lerasle
Ann. Statist. 48 (2), 906-931, (April 2020) DOI: 10.1214/19-AOS1828 Open Access
KEYWORDS: Empirical processes, High-dimensional statistics, 60K35, 62G08, 62C20, 62G05, 62G20
Karl Oskar Ekvall, Galin L. Jones
Ann. Statist. 48 (2), 932-952, (April 2020) DOI: 10.1214/19-AOS1830 Open Access
KEYWORDS: maximum likelihood, consistency, MGLMM, GLMM, crossed random effects, subset argument, 62F12, 62J12
Haokai Xi, Fan Yang, Jun Yin
Ann. Statist. 48 (2), 953-982, (April 2020) DOI: 10.1214/19-AOS1832 Open Access
KEYWORDS: Sample covariance matrix, Empirical spectral distribution, Eigenvector empirical spectral distribution, Marčenko–Pastur distribution, 15B52, 62E20, 62H99
Xianwei Bu, Dibyen Majumdar, Jie Yang
Ann. Statist. 48 (2), 983-1000, (April 2020) DOI: 10.1214/19-AOS1834 Open Access
KEYWORDS: approximate design, exact design, Fisher information matrix, multinomial response, minimally supported design, lift-one algorithm, 62K05, 62J12
Ted Westling, Marco Carone
Ann. Statist. 48 (2), 1001-1024, (April 2020) DOI: 10.1214/19-AOS1835 Open Access
KEYWORDS: cube-root asymptotics, isotonic regression, dependent censoring, g-formula, 62G20, 62G07, 62G08, 62N02
Simon Chatelain, Anne-Laure Fougères, Johanna G. Nešlehová
Ann. Statist. 48 (2), 1025-1051, (April 2020) DOI: 10.1214/19-AOS1836 Open Access
KEYWORDS: copulas, Empirical processes, multivariate extremes, subasymptotic modeling, 62H12, 62G05, 62G20, 62G32, 60G70
Yuzo Maruyama, William E. Strawderman
Ann. Statist. 48 (2), 1052-1071, (April 2020) DOI: 10.1214/19-AOS1837 Open Access
KEYWORDS: Admissibility, Stein’s phenomenon, generalized Bayes, Bayes equivariance, 62C15, 62J07
Ashwin Pananjady, Cheng Mao, Vidya Muthukumar, Martin J. Wainwright, Thomas A. Courtade
Ann. Statist. 48 (2), 1072-1097, (April 2020) DOI: 10.1214/19-AOS1838 Open Access
KEYWORDS: pairwise comparisons, strong stochastic transitivity, structured matrix completion, 62J15, 62F07
Markus Reiß, Martin Wahl
Ann. Statist. 48 (2), 1098-1123, (April 2020) DOI: 10.1214/19-AOS1839 Open Access
KEYWORDS: Principal Component Analysis, reconstruction error, excess risk, Spectral projectors, Concentration inequalities, 62H25, 15A42, 60F10
Kam Chung Wong, Zifan Li, Ambuj Tewari
Ann. Statist. 48 (2), 1124-1142, (April 2020) DOI: 10.1214/19-AOS1840 Open Access
KEYWORDS: time series, Mixing, high-dimensional estimation, Lasso, 60K35
Carsten Chong
Ann. Statist. 48 (2), 1143-1167, (April 2020) DOI: 10.1214/19-AOS1841 Open Access
KEYWORDS: high-frequency observations, martingale limit theorems, multipower variations, Stochastic heat equation, SPDEs, variation functionals, Volatility estimation, 62M40, 62G20, 60H15
Holger Dette, Kevin Kokot, Alexander Aue
Ann. Statist. 48 (2), 1168-1192, (April 2020) DOI: 10.1214/19-AOS1842 Open Access
KEYWORDS: ‎Banach spaces, Functional data analysis, time series, relevant hypotheses, two-sample tests, change-point tests, bootstrap, 62G10, 62G15, 62M10
Samuel B. Hopkins
Ann. Statist. 48 (2), 1193-1213, (April 2020) DOI: 10.1214/19-AOS1843 Open Access
KEYWORDS: multivariate estimation, heavy tails, confidence intervals, sub-Gaussian rates, semidefinite programming, sum of squares method, 62H12, 68W
Miles E. Lopes, Zhenhua Lin, Hans-Georg Müller
Ann. Statist. 48 (2), 1214-1229, (April 2020) DOI: 10.1214/19-AOS1844 Open Access
KEYWORDS: bootstrap, High-dimensional statistics, rate of convergence, Functional data analysis, multinomial data, confidence region, hypothesis test, 62G09, 62G15, 62G05, 62G20
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