VOL. 42 · NO. 1 | February 2014
Ann. Statist. 42 (1), (February 2014) Open Access
No abstract available
Ann. Statist. 42 (1), (February 2014) Open Access
No abstract available
Oleg Lepski, Nora Serdyukova
Ann. Statist. 42 (1), 1-28, (February 2014) DOI: 10.1214/13-AOS1152 Open Access
KEYWORDS: adaptive estimation, lower bounds, Minimax rate, Nonparametric regression, Oracle inequalities, Single-index model, structural adaptation, 62G05, 62G08, 62G20
David Choi, Patrick J. Wolfe
Ann. Statist. 42 (1), 29-63, (February 2014) DOI: 10.1214/13-AOS1173 Open Access
KEYWORDS: Bipartite graph, network clustering, Oracle inequality, profile likelihood, statistical network analysis, stochastic blockmodel and co-blockmodel, 62G05, 05C80, 60B20
Tucker S. McElroy, Scott H. Holan
Ann. Statist. 42 (1), 64-86, (February 2014) DOI: 10.1214/13-AOS1180 Open Access
KEYWORDS: Bayesian estimation, cepstrum, exponential spectral representation, Lattice data, spatial statistics, Spectral density, 62F12, 62M30, 62F15, 62M10
Zhou Zhou
Ann. Statist. 42 (1), 87-114, (February 2014) DOI: 10.1214/13-AOS1184 Open Access
KEYWORDS: $V$-Statistics, Fourier transform, nondegeneracy, Degeneracy, locally stationary time series, nonparametric inference, spectral analysis, 62E20, 60F05
Nick Whiteley, Anthony Lee
Ann. Statist. 42 (1), 115-141, (February 2014) DOI: 10.1214/13-AOS1167 Open Access
KEYWORDS: sequential Monte Carlo, Filtering, 60K35, 62M20, 60G35
Jushan Bai, Kunpeng Li
Ann. Statist. 42 (1), 142-170, (February 2014) DOI: 10.1214/13-AOS1183 Open Access
KEYWORDS: Factor error structure, factors, factor loadings, maximum likelihood, principal components, within-group estimator, simultaneous equations, 60F12, 60F30, 60H12
Ke Li
Ann. Statist. 42 (1), 171-189, (February 2014) DOI: 10.1214/13-AOS1185 Open Access
KEYWORDS: Quantum hypothesis testing, quantum Stein’s lemma, second-order asymptotics, finite sample size, 62P35, 62G10
Xingdong Feng, Xuming He
Ann. Statist. 42 (1), 190-210, (February 2014) DOI: 10.1214/13-AOS1186 Open Access
KEYWORDS: Hypothesis testing, M estimator, Singular value decomposition, trimmed least squares, 62F03, 62F35, 62F05, 62F10, 62F12
Guillaume Lecué, Philippe Rigollet
Ann. Statist. 42 (1), 211-224, (February 2014) DOI: 10.1214/13-AOS1190 Open Access
KEYWORDS: Learning theory, empirical risk minimization, Aggregation, empirical processes theory, 68Q32, 62G08, 62G05
Alexei Onatski, Marcelo J. Moreira, Marc Hallin
Ann. Statist. 42 (1), 225-254, (February 2014) DOI: 10.1214/13-AOS1181 Open Access
KEYWORDS: Sphericity tests, large dimensionality, asymptotic power, spiked covariance, contiguity, power envelope, 62H15, 62B15, 41A60
Alejandro Cholaquidis, Antonio Cuevas, Ricardo Fraiman
Ann. Statist. 42 (1), 255-284, (February 2014) DOI: 10.1214/13-AOS1188 Open Access
KEYWORDS: Poincaré property, Glivenko–Cantelli classes, set estimation, 62G05, 62G20
Ryan J. Tibshirani
Ann. Statist. 42 (1), 285-323, (February 2014) DOI: 10.1214/13-AOS1189 Open Access
KEYWORDS: Trend filtering, Nonparametric regression, smoothing splines, locally adaptive regression splines, minimax convergence rate, lasso stability, 62G08, 62G20
Jianqing Fan, Yingying Fan, Emre Barut
Ann. Statist. 42 (1), 324-351, (February 2014) DOI: 10.1214/13-AOS1191 Open Access
KEYWORDS: Adaptive weighted $L_{1}$, high dimensions, oracle properties, robust regularization, 62J07, 62H12
Anirban Bhattacharya, Debdeep Pati, David Dunson
Ann. Statist. 42 (1), 352-381, (February 2014) DOI: 10.1214/13-AOS1192 Open Access
KEYWORDS: adaptive, anisotropic, Bayesian nonparametrics, Function estimation, Gaussian process, rate of convergence, 62G07, 62G20, 60K35
Wei Luo, Bing Li, Xiangrong Yin
Ann. Statist. 42 (1), 382-412, (February 2014) DOI: 10.1214/13-AOS1195 Open Access
KEYWORDS: central subspace, conditional mean, variance and quantile, efficient information, efficient score, Fréchet derivative and its representation, projection, tangent space, 62-09, 62G99, 62H99
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