VOL. 44 · NO. 4 | August 2016
Ann. Statist. 44 (4), (August 2016)
No abstract available
Ann. Statist. 44 (4), (August 2016)
No abstract available
Aymeric Dieuleveut, Francis Bach
Ann. Statist. 44 (4), 1363-1399, (August 2016) DOI: 10.1214/15-AOS1391
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
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
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
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
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
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
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
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
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
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
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
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
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
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
KEYWORDS: $c$-separation criterion, chain graph, independence model, LWF Markov property, $m$-separation, marginalization and conditioning, mixed graph, 62H99, 62A99
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