VOL. 41 · NO. 2 | April 2013
 
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Frontmatter
Ann. Statist. 41 (2), (April 2013)
No abstract available
Ann. Statist. 41 (2), (April 2013)
No abstract available
Articles
Animashree Anandkumar, Ragupathyraj Valluvan
Ann. Statist. 41 (2), 401-435, (April 2013) DOI: 10.1214/12-AOS1070
KEYWORDS: graphical model selection, latent variables, quartet methods, 62H12, 05C12
Caroline Uhler, Garvesh Raskutti, Peter Bühlmann, Bin Yu
Ann. Statist. 41 (2), 436-463, (April 2013) DOI: 10.1214/12-AOS1080
KEYWORDS: Causal inference, PC-algorithm, (strong) faithfulness, Conditional independence, Directed acyclic graph, structural equation model, real algebraic hypersurface, Crofton’s formula, Algebraic statistics, 62H05, 62H20, 14Q10
Hannes Leeb
Ann. Statist. 41 (2), 464-483, (April 2013) DOI: 10.1214/12-AOS1081
KEYWORDS: Dimension reduction, high-dimensional models, small sample size, regression, 60F99, 62H99
EunYi Chung, Joseph P. Romano
Ann. Statist. 41 (2), 484-507, (April 2013) DOI: 10.1214/13-AOS1090
KEYWORDS: Behrens–Fisher Problem, coupling, Permutation test, 62E20, 62G10
Cosma Rohilla Shalizi, Alessandro Rinaldo
Ann. Statist. 41 (2), 508-535, (April 2013) DOI: 10.1214/12-AOS1044
KEYWORDS: exponential family, projective family, network models, exponential random graph model, sufficient statistics, Independent increments, network sampling, 91D30, 62B05, 60G51, 62M99, 62M09
Sara van de Geer, Peter Bühlmann
Ann. Statist. 41 (2), 536-567, (April 2013) DOI: 10.1214/13-AOS1085
KEYWORDS: Causal inference, faithfulness condition, Gaussian structural equation model, graphical modeling, high-dimensional inference, 62F12, 62F30
Victor M. Panaretos, Shahin Tavakoli
Ann. Statist. 41 (2), 568-603, (April 2013) DOI: 10.1214/13-AOS1086
KEYWORDS: Cumulants, discrete Fourier transform, Functional data analysis, functional time series, periodogram operator, spectral density operator, Weak dependence, 62M10, 62M15, 60G10
Vladimir Koltchinskii, Pedro Rangel
Ann. Statist. 41 (2), 604-640, (April 2013) DOI: 10.1214/13-AOS1088
KEYWORDS: Matrix completion, low-rank matrix estimation, optimal error rate, minimax error bound, matrix Lasso, nuclear norm, graph Laplacian, discrete Sobolev norm, 62J99, 62H12, 60B20, 60G15
Fuqing Gao
Ann. Statist. 41 (2), 641-669, (April 2013) DOI: 10.1214/13-AOS1091
KEYWORDS: Sample coverage, Moderate deviations, Good’s estimator, 62G20, 62G10, 60F10
Yao Xie, David Siegmund
Ann. Statist. 41 (2), 670-692, (April 2013) DOI: 10.1214/13-AOS1094
KEYWORDS: change-point detection, multi-sensor, 62L10
Vianney Perchet, Philippe Rigollet
Ann. Statist. 41 (2), 693-721, (April 2013) DOI: 10.1214/13-AOS1101
KEYWORDS: Nonparametric bandit, contextual bandit, multi-armed bandit, adaptive partition, successive elimination, Sequential allocation, regret bounds, 62G08, 62L12
T. Tony Cai, Mark G. Low, Yin Xia
Ann. Statist. 41 (2), 722-750, (April 2013) DOI: 10.1214/12-AOS1068
KEYWORDS: Adaptation, Confidence interval, convex function, coverage probability, expected length, minimax estimation, modulus of continuity, monotone function, Nonparametric regression, shape constraint, White noise model, 62G99, 62F12, 62F35, 62M99
Martin Azizyan, Aarti Singh, Larry Wasserman
Ann. Statist. 41 (2), 751-771, (April 2013) DOI: 10.1214/13-AOS1092
KEYWORDS: nonparametric inference, semisupervised, kernel density, efficiency, 62G15, 62G07
Zongming Ma
Ann. Statist. 41 (2), 772-801, (April 2013) DOI: 10.1214/13-AOS1097
KEYWORDS: Dimension reduction, High-dimensional statistics, Principal Component Analysis, principal subspace, Sparsity, spiked covariance model, thresholding, 62H12, 62G20, 62H25
Richard Berk, Lawrence Brown, Andreas Buja, Kai Zhang, Linda Zhao
Ann. Statist. 41 (2), 802-837, (April 2013) DOI: 10.1214/12-AOS1077
KEYWORDS: Linear regression, Model selection, multiple comparison, Family-wise error, high-dimensional inference, sphere packing, 62J05, 62J15
Nadine Hilgert, André Mas, Nicolas Verzelen
Ann. Statist. 41 (2), 838-869, (April 2013) DOI: 10.1214/13-AOS1093
KEYWORDS: Functional linear regression, eigenfunction, Principal Component Analysis, Adaptive testing, minimax hypothesis testing, minimax separation rate, multiple testing, ellipsoid, Goodness-of-fit, 62J05, 62G10
Sergio Bacallado, Stefano Favaro, Lorenzo Trippa
Ann. Statist. 41 (2), 870-896, (April 2013) DOI: 10.1214/13-AOS1102
KEYWORDS: reversibility, mixtures of Markov chains, reinforced random walks, Bayesian nonparametrics, Species sampling, two-parameter Hoppe urn, molecular dynamics, 62M02, 62C10
Dietrich Braess, Holger Dette
Ann. Statist. 41 (2), 897-922, (April 2013) DOI: 10.1214/13-AOS1103
KEYWORDS: optimal design, model discrimination, vector-valued approximation, 62K05, 41A30, 41A50
Jérémie Bigot, Xavier Gendre
Ann. Statist. 41 (2), 923-956, (April 2013) DOI: 10.1214/13-AOS1104
KEYWORDS: Fréchet mean, non-Euclidean metric, deformable models, lie group action, Curve registration, minimax rate of convergence, Sobolev balls, Functional data analysis, 62G08, 62G20
Lam Si Tung Ho, Cécile Ané
Ann. Statist. 41 (2), 957-981, (April 2013) DOI: 10.1214/13-AOS1105
KEYWORDS: Tree autocorrelation, Dependence, microergodic, Ornstein–Uhlenbeck, Evolution, Phylogenetics, 62F12, 62M10, 62M30, 92D15, 92B10
E. Di Nardo, P. McCullagh, D. Senato
Ann. Statist. 41 (2), 982-1004, (April 2013) DOI: 10.1214/13-AOS1107
KEYWORDS: Random matrix, cumulant of traces, free cumulant, polykays, 60B20, 46L53, 62F12
Oleg Lepski
Ann. Statist. 41 (2), 1005-1034, (April 2013) DOI: 10.1214/13-AOS1109
KEYWORDS: Density estimation, Oracle inequality, Adaptation, upper function, 62G07
Chris Field, John Robinson
Ann. Statist. 41 (2), 1035-1053, (April 2013) DOI: 10.1214/13-AOS1111
KEYWORDS: Saddle-point approximations, Autoregression, 62G09, 62G10, 62G20, 62M10
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