VOL. 44 · NO. 4 | August 2016
Ann. Statist. 44 (4), (August 2016) Open Access
No abstract available
Ann. Statist. 44 (4), (August 2016) Open Access
No abstract available
Aymeric Dieuleveut, Francis Bach
Ann. Statist. 44 (4), 1363-1399, (August 2016) DOI: 10.1214/15-AOS1391 Open Access
KEYWORDS: ‎reproducing kernel Hilbert ‎space, stochastic approximation, 60K35
Tianqi Zhao, Guang Cheng, Han Liu
Ann. Statist. 44 (4), 1400-1437, (August 2016) DOI: 10.1214/15-AOS1410 Open Access
KEYWORDS: Divide-and-conquer method, heterogeneous data, kernel ridge regression, massive data, partially linear model, 62G20, 62F25, 62F10, 62F12
T. Tony Cai, Yonina C. Eldar, Xiaodong Li
Ann. Statist. 44 (4), 1438-1466, (August 2016) DOI: 10.1214/15-AOS1412 Open Access
KEYWORDS: Testing for periodicity, Sparsity, over-sampled periodogram, higher criticism, Detection boundary, Empirical processes, 62C20, 62F03, 62F05, 62G30, 62G32
Giuseppe Cavaliere, Iliyan Georgiev, A. M. Robert Taylor
Ann. Statist. 44 (4), 1467-1494, (August 2016) DOI: 10.1214/15-AOS1419 Open Access
KEYWORDS: bootstrap, sieve autoregression, infinite variance, time series, 62M10, 62M15, 62G09
Masahito Hayashi, Shun Watanabe
Ann. Statist. 44 (4), 1495-1535, (August 2016) DOI: 10.1214/15-AOS1420 Open Access
KEYWORDS: exponential family, natural parameter, expectation parameter, Relative entropy, Fisher information matrix, asymptotic efficient estimator, 62M05
T. Tony Cai, Tengyuan Liang, Alexander Rakhlin
Ann. Statist. 44 (4), 1536-1563, (August 2016) DOI: 10.1214/15-AOS1426 Open Access
KEYWORDS: linear inverse problems, High-dimensional statistics, statistical inference, convex relaxation, conic geometry, geometric functional analysis, 62J05, 94B75
Xiao Han, Guangming Pan, Bo Zhang
Ann. Statist. 44 (4), 1564-1592, (August 2016) DOI: 10.1214/15-AOS1427 Open Access
KEYWORDS: Tracy–Widom distribution, Largest eigenvalue, Sample covariance matrix, F matrix, 60B20, 34K25, 60F05, 62H10
Xiaohong Chen, Qi-Man Shao, Wei Biao Wu, Lihu Xu
Ann. Statist. 44 (4), 1593-1617, (August 2016) DOI: 10.1214/15-AOS1429 Open Access
KEYWORDS: Cramér-type moderate deviation, absolutely regular, functional dependence measures, ultra-high dimensional time series, 62E20, 60F10
Huang Lei, Yingcun Xia, Xu Qin
Ann. Statist. 44 (4), 1618-1660, (August 2016) DOI: 10.1214/15-AOS1430 Open Access
KEYWORDS: ARMA process, B-spline, Correlated errors, semi-varying coefficient model, spectral density function, Whittle likelihood estimation, 60K35
Ke Li
Ann. Statist. 44 (4), 1661-1679, (August 2016) DOI: 10.1214/16-AOS1436 Open Access
KEYWORDS: Quantum state discrimination, Quantum hypothesis testing, error exponent, quantum Chernoff distance, multiple hypotheses, 62P35, 62G10
Tobias Fissler, Johanna F. Ziegel
Ann. Statist. 44 (4), 1680-1707, (August 2016) DOI: 10.1214/16-AOS1439 Open Access
KEYWORDS: consistency, decision theory, elicitability, expected shortfall, point forecasts, propriety, scoring functions, scoring rules, spectral risk measures, value at risk, 62C99, 91B06
Simeng Qu, Jane-Ling Wang, Xiao Wang
Ann. Statist. 44 (4), 1708-1738, (August 2016) DOI: 10.1214/16-AOS1441 Open Access
KEYWORDS: Cox models, functional data, minimax rate of convergence, partial likelihood, Right-censored data, 62C20, 62G05, 62N01, 62N02
Marianna Pensky
Ann. Statist. 44 (4), 1739-1764, (August 2016) DOI: 10.1214/16-AOS1445 Open Access
KEYWORDS: linear inverse problems, Lasso, adaptive estimation, Oracle inequality, 62G05, 62C10
Antony Joseph, Bin Yu
Ann. Statist. 44 (4), 1765-1791, (August 2016) DOI: 10.1214/16-AOS1447 Open Access
KEYWORDS: spectral clustering, regularization, network analysis, Community detection, Stochastic block model, 62F12, 62H99
Kayvan Sadeghi
Ann. Statist. 44 (4), 1792-1816, (August 2016) DOI: 10.1214/16-AOS1451 Open Access
KEYWORDS: $c$-separation criterion, chain graph, independence model, LWF Markov property, $m$-separation, marginalization and conditioning, mixed graph, 62H99, 62A99
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