VOL. 45 · NO. 4 | August 2017
 
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Frontmatter
Ann. Statist. 45 (4), (August 2017)
No abstract available
Ann. Statist. 45 (4), (August 2017)
No abstract available
Articles
Dong Han, Fugee Tsung, Jinguo Xian
Ann. Statist. 45 (4), 1375-1402, (August 2017) DOI: 10.1214/16-AOS1479
KEYWORDS: optimal test, Bayesian change-point detection, Markov process, 62L10, 62L15
T. Tony Cai, Tengyuan Liang, Alexander Rakhlin
Ann. Statist. 45 (4), 1403-1430, (August 2017) DOI: 10.1214/16-AOS1488
KEYWORDS: Computational boundary, computational complexity, Detection, planted clique, lower bounds, minimax, signal-to-noise ratio, statistical boundary, submatrix localization, 62C20, 90C27
John A. D. Aston, Davide Pigoli, Shahin Tavakoli
Ann. Statist. 45 (4), 1431-1461, (August 2017) DOI: 10.1214/16-AOS1495
KEYWORDS: Acoustic phonetic data, bootstrap, dimensional reduction, functional data, partial trace, Sparsity, 62G10, 62G20, 62F40
Wei Zheng, Mingyao Ai, Kang Li
Ann. Statist. 45 (4), 1462-1487, (August 2017) DOI: 10.1214/16-AOS1496
KEYWORDS: approximate design theory, circular design, Interference model, linear equations system, universal optimality, 62K05, 62J05
David Choi
Ann. Statist. 45 (4), 1488-1515, (August 2017) DOI: 10.1214/16-AOS1497
KEYWORDS: graphon, Bipartite graph, co-clustering, statistical network analysis, stochastic blockmodel, degree-corrected blockmodel, random dot product graph, 62G05, 05C80, 60B20
Marianna Pensky
Ann. Statist. 45 (4), 1516-1541, (August 2017) DOI: 10.1214/16-AOS1498
KEYWORDS: linear functional, minimax lower bound, Sparsity, Deconvolution, 62G20, 62G05, 62G07
Markus Bibinger, Moritz Jirak, Mathias Vetter
Ann. Statist. 45 (4), 1542-1578, (August 2017) DOI: 10.1214/16-AOS1499
KEYWORDS: high-frequency data, nonparametric change-point test, minimax-optimal test, stochastic volatility, volatility jumps, 62M10, 62G10
Holger Dette, Maria Konstantinou, Anatoly Zhigljavsky
Ann. Statist. 45 (4), 1579-1608, (August 2017) DOI: 10.1214/16-AOS1500
KEYWORDS: Linear regression, correlated observations, optimal design, Gaussian white mouse model, Doob representation, quadrature formulas, 62K05, 62M05
Tiefeng Jiang, Kevin Leder, Gongjun Xu
Ann. Statist. 45 (4), 1609-1637, (August 2017) DOI: 10.1214/16-AOS1502
KEYWORDS: importance sampling, Extremal eigenvalues, Random matrix, $\beta$-Laguerre ensemble, 65C05, 60B20
Rui Hu, Douglas P. Wiens
Ann. Statist. 45 (4), 1638-1663, (August 2017) DOI: 10.1214/16-AOS1503
KEYWORDS: adaptive design, Hellinger distance, Kullback–Leibler divergence, maximin, Michaelis–Menten model, Neyman–Pearson test, Nonlinear regression, optimal design, robustness, sequential design, 62K99, 62H30, 62F35
Richard Nickl, Jakob Söhl
Ann. Statist. 45 (4), 1664-1693, (August 2017) DOI: 10.1214/16-AOS1504
KEYWORDS: Nonlinear inverse problem, Bayesian inference, Diffusion model, 62G05, 60J60, 62F15, 62G20
Panos Toulis, Edoardo M. Airoldi
Ann. Statist. 45 (4), 1694-1727, (August 2017) DOI: 10.1214/16-AOS1506
KEYWORDS: stochastic approximation, implicit updates, asymptotic variance, generalized linear models, Cox proportional hazards, M-estimation, maximum likelihood, exponential family, statistical efficiency, numerical stability, 62L20, 62F10, 62L12, 62F12, 62F35
Hélène Boistard, Hendrik P. Lopuhaä, Anne Ruiz-Gazen
Ann. Statist. 45 (4), 1728-1758, (August 2017) DOI: 10.1214/16-AOS1507
KEYWORDS: Design and model-based inference, Hájek Process, Horvitz–Thompson process, rejective sampling, Poisson sampling, high entropy designs, poverty rate, 62D05
Kinjal Basu, Rajarshi Mukherjee
Ann. Statist. 45 (4), 1759-1788, (August 2017) DOI: 10.1214/16-AOS1508
KEYWORDS: asymptotic normality, numerical integration, quasi-Monte Carlo, scrambled geometric net, Stein’s method, 62E20, 62D05, 65D30
Philip A. Ernst, Larry A. Shepp, Abraham J. Wyner
Ann. Statist. 45 (4), 1789-1809, (August 2017) DOI: 10.1214/16-AOS1509
KEYWORDS: Volatile correlation, Wiener processes, integral equations, 60J65, 60G15, 60G05
Edgar Dobriban
Ann. Statist. 45 (4), 1810-1833, (August 2017) DOI: 10.1214/16-AOS1514
KEYWORDS: Principal Component Analysis, linear spectral statistic, Random matrix theory, linear integral equation, optimal testing, 62H25, 62H15, 45B05
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