VOL. 42 · NO. 1 | February 2014
Ann. Statist. 42 (1), (February 2014)
No abstract available
Ann. Statist. 42 (1), (February 2014)
No abstract available
Oleg Lepski, Nora Serdyukova
Ann. Statist. 42 (1), 1-28, (February 2014) DOI: 10.1214/13-AOS1152
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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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