VOL. 41 · NO. 3 | June 2013
Ann. Statist. 41 (3), (June 2013) Open Access
No abstract available
Ann. Statist. 41 (3), (June 2013) Open Access
No abstract available
Aharon Birnbaum, Iain M. Johnstone, Boaz Nadler, Debashis Paul
Ann. Statist. 41 (3), 1055-1084, (June 2013) DOI: 10.1214/12-AOS1014 Open Access
KEYWORDS: minimax risk, High-dimensional data, Principal Component Analysis, Sparsity, spiked covariance model, 62G20, 62H25
Alessandro Rinaldo, Sonja Petrović, Stephen E. Fienberg
Ann. Statist. 41 (3), 1085-1110, (June 2013) DOI: 10.1214/12-AOS1078 Open Access
KEYWORDS: $\beta$-model, polytope of degree sequences, Random graphs, maximum likelihood estimator, 62F99
Jacob Bien, Jonathan Taylor, Robert Tibshirani
Ann. Statist. 41 (3), 1111-1141, (June 2013) DOI: 10.1214/13-AOS1096 Open Access
KEYWORDS: regularized regression, Lasso, interactions, hierarchical sparsity, convexity, 62J07
Jian Huang, Tingni Sun, Zhiliang Ying, Yi Yu, Cun-Hui Zhang
Ann. Statist. 41 (3), 1142-1165, (June 2013) DOI: 10.1214/13-AOS1098 Open Access
KEYWORDS: proportional hazards, regression, absolute penalty, regularization, Oracle inequality, Survival analysis, 62N02, 62G05
Yongmiao Hong, Yoon-Jin Lee
Ann. Statist. 41 (3), 1166-1203, (June 2013) DOI: 10.1214/13-AOS1099 Open Access
KEYWORDS: efficiency, Generalized likelihood ratio test, loss function, local alternative, ‎kernel‎, Pitman efficiency, smoothing parameter, 62G10
Alexei Onatski, Marcelo J. Moreira, Marc Hallin
Ann. Statist. 41 (3), 1204-1231, (June 2013) DOI: 10.1214/13-AOS1100 Open Access
KEYWORDS: Sphericity tests, large dimensionality, asymptotic power, spiked covariance, contiguity, power envelope, steepest descent, contour integral representation, 62H15, 62B15, 41A60
A. Chatterjee, S. N. Lahiri
Ann. Statist. 41 (3), 1232-1259, (June 2013) DOI: 10.1214/13-AOS1106 Open Access
KEYWORDS: bootstrap, Edgeworth expansion, penalized regression, 62J07, 62G09, 62E20
Holger Dette, Kirsten Schorning
Ann. Statist. 41 (3), 1260-1267, (June 2013) DOI: 10.1214/13-AOS1108 Open Access
KEYWORDS: locally optimal design, admissible design, Chebyshev system, principle representations, Moment spaces, complete classes of designs, 62K05
Ngai Hang Chan, Shih-Feng Huang, Ching-Kang Ing
Ann. Statist. 41 (3), 1268-1298, (June 2013) DOI: 10.1214/13-AOS1110 Open Access
KEYWORDS: ARFIMA model, integrated AR model, Long-memory time series, mean squared prediction error, moment bound, multi-step prediction, 62J02, 62M10, 62F12, 60F25
Johannes Schmidt-Hieber, Axel Munk, Lutz Dümbgen
Ann. Statist. 41 (3), 1299-1328, (June 2013) DOI: 10.1214/13-AOS1089 Open Access
KEYWORDS: Brownian motion, convexity, pseudo-differential operators, Ill-posed problems, mode detection, Monotonicity, multiscale statistics, shape constraints, 62G10, 62G15, 62G20
Xianyang Zhang, Xiaofeng Shao
Ann. Statist. 41 (3), 1329-1349, (June 2013) DOI: 10.1214/13-AOS1113 Open Access
KEYWORDS: bootstrap, fixed-smoothing asymptotics, high-order expansion, long-run variance matrix, 62G20
Chenxu Li
Ann. Statist. 41 (3), 1350-1380, (June 2013) DOI: 10.1214/13-AOS1118 Open Access
KEYWORDS: asymptotic expansion, diffusion, discrete observation, maximum-likelihood estimation, Transition density, 62F12, 62M05, 60H10, 60J60, 60H30
Taiji Suzuki, Masashi Sugiyama
Ann. Statist. 41 (3), 1381-1405, (June 2013) DOI: 10.1214/13-AOS1095 Open Access
KEYWORDS: Sparse learning, restricted isometry, elastic-net, multiple kernel learning, Additive model, reproducing kernel Hilbert spaces, convergence rate, smoothness, 62G08, 62F12, 62J07
Minh Tang, Daniel L. Sussman, Carey E. Priebe
Ann. Statist. 41 (3), 1406-1430, (June 2013) DOI: 10.1214/13-AOS1112 Open Access
KEYWORDS: ‎classification‎, Latent space model, convergence of eigenvectors, Bayes-risk consistency, convex cost function, 62H30, 62C12, 62G20
Magalie Fromont, Béatrice Laurent, Patricia Reynaud-Bouret
Ann. Statist. 41 (3), 1431-1461, (June 2013) DOI: 10.1214/13-AOS1114 Open Access
KEYWORDS: two-sample problem, Poisson process, bootstrap, adaptive tests, minimax separation rates, kernel methods, aggregation methods, multiple kernel, 62G09, 62G10, 62G55, 62G20
Jean Jacod, Mathieu Rosenbaum
Ann. Statist. 41 (3), 1462-1484, (June 2013) DOI: 10.1214/13-AOS1115 Open Access
KEYWORDS: Semimartingale, High frequency data, Volatility estimation, central limit theorem, efficient estimation, 60F05, 60G44, 62F12
Axel Bücher, Mathias Vetter
Ann. Statist. 41 (3), 1485-1515, (June 2013) DOI: 10.1214/13-AOS1116 Open Access
KEYWORDS: copula, Lévy copula, Lévy measure, Lévy process, nonparametric statistics, Pareto–Lévy copula, weak convergence, 60F05, 60G51, 62H10, 62G32, 62M09
Olivier Cappé, Aurélien Garivier, Odalric-Ambrym Maillard, Rémi Munos, Gilles Stoltz
Ann. Statist. 41 (3), 1516-1541, (June 2013) DOI: 10.1214/13-AOS1119 Open Access
KEYWORDS: Multi-armed bandit problems, upper confidence bound, Kullback–Leibler divergence, sequential testing, 62L10, 62L12, 68T05
Sam Efromovich
Ann. Statist. 41 (3), 1542-1568, (June 2013) DOI: 10.1214/13-AOS1126 Open Access
KEYWORDS: Adaptation, lower bound, MISE, sharp minimax, 62G07, 62C05, 62E20
Jeffrey W. Miller, Matthew T. Harrison
Ann. Statist. 41 (3), 1569-1592, (June 2013) DOI: 10.1214/13-AOS1131 Open Access
KEYWORDS: exact sampling, exact counting, binary matrix, Contingency table, integer points in polyhedra, 62H15, 62H17, 05A15
Hiroki Masuda
Ann. Statist. 41 (3), 1593-1641, (June 2013) DOI: 10.1214/13-AOS1121 Open Access
KEYWORDS: exponential ergodicity, Gaussian quasi-likelihood estimation, high-frequency sampling, Lévy driven stochastic differential equation, polynomial-type large deviation inequality, 62M05
Susanne M. Schennach
Ann. Statist. 41 (3), 1642-1668, (June 2013) DOI: 10.1214/13-AOS1122 Open Access
KEYWORDS: Berkson measurement error, errors in variables, instrumental variables, nonparametric inference, Nonparametric maximum likelihood, 62G08, 62H99
Jiahua Chen, Yukun Liu
Ann. Statist. 41 (3), 1669-1692, (June 2013) DOI: 10.1214/13-AOS1129 Open Access
KEYWORDS: Asympotic efficiency, Bahadur representation, Confidence interval, empirical likelihood, 62G20, 62G15
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