VOL. 39 · NO. 2 | April 2011
 
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Frontmatter
Ann. Statist. 39 (2), (April 2011)
No abstract available
Ann. Statist. 39 (2), (April 2011)
No abstract available
Articles
S. Chen, J. Dick, A. B. Owen
Ann. Statist. 39 (2), 673-701, (April 2011) DOI: 10.1214/10-AOS831
KEYWORDS: Completely uniformly distributed, coupling, iterated function mappings, Markov chain Monte Carlo, 65C40, 62F15, 26A42, 65C05
Lutz Dümbgen, Richard Samworth, Dominic Schuhmacher
Ann. Statist. 39 (2), 702-730, (April 2011) DOI: 10.1214/10-AOS853
KEYWORDS: convex support, isotonic regression, Linear regression, Mallows distance, projection, weak semicontinuity, 62E17, 62G05, 62G07, 62G08, 62G35, 62H12
Philippe Rigollet, Alexandre Tsybakov
Ann. Statist. 39 (2), 731-771, (April 2011) DOI: 10.1214/10-AOS854
KEYWORDS: high-dimensional regression, Aggregation, Adaptation, Sparsity, sparsity oracle inequalities, Minimax rates, Lasso, BIC, 62G08, 62G05, 62J05, 62C20, 62G20
Markus Reiß
Ann. Statist. 39 (2), 772-802, (April 2011) DOI: 10.1214/10-AOS855
KEYWORDS: high-frequency data, diffusions with measurement error, microstructure noise, integrated volatility, spot volatility estimation, Le Cam deficiency, equivalence of experiments, Gaussian shift, 62G20, 62B15, 62M10, 91B84
Fabienne Comte, Valentine Genon-Catalot
Ann. Statist. 39 (2), 803-837, (April 2011) DOI: 10.1214/10-AOS856
KEYWORDS: adaptive nonparametric estimation, High frequency data, Lévy processes, projection estimators, power variation, 62G05, 62M05, 60G51
Sergio Bacallado
Ann. Statist. 39 (2), 838-864, (April 2011) DOI: 10.1214/10-AOS857
KEYWORDS: reversibility, reinforced random walks, variable-order Markov chains, Bayesian analysis, conjugate priors, 62M02, 62C10
Mathias Drton, Rina Foygel, Seth Sullivant
Ann. Statist. 39 (2), 865-886, (April 2011) DOI: 10.1214/10-AOS859
KEYWORDS: Covariance matrix, Gaussian distribution, Graphical model, multivariate normal distribution, parameter identification, structural equation model, 62H05, 62J05
Angelika Rohde, Alexandre B. Tsybakov
Ann. Statist. 39 (2), 887-930, (April 2011) DOI: 10.1214/10-AOS860
KEYWORDS: High-dimensional low-rank matrices, empirical process, sparse recovery, Schatten norm, penalized least-squares estimator, quasi-convex Schatten class embeddings, 62G05, 62F10
Runchu Zhang, Frederick K. H. Phoa, Rahul Mukerjee, Hongquan Xu
Ann. Statist. 39 (2), 931-955, (April 2011) DOI: 10.1214/10-AOS815
KEYWORDS: Aliasing index, branching technique, generalized minimum aberration, generalized resolution, Gray map, nonregular design, projectivity, 62K15
Runlong Tang, Moulinath Banerjee, George Michailidis
Ann. Statist. 39 (2), 956-989, (April 2011) DOI: 10.1214/10-AOS820
KEYWORDS: Two-stage estimator, bootstrap, adaptive design, asymptotic properties, 62G09, 62G20, 62G07
Yves F. Atchadé
Ann. Statist. 39 (2), 990-1011, (April 2011) DOI: 10.1214/10-AOS828
KEYWORDS: Adaptive Markov chain Monte Carlo, kernel estimators of asymptotic variance, 60J10, 60C05
T. Tony Cai, Mark G. Low
Ann. Statist. 39 (2), 1012-1041, (April 2011) DOI: 10.1214/10-AOS849
KEYWORDS: Best polynomial approximation, ℓ1 norm, composite hypotheses, Hermite polynomial, minimax lower bound, nonsmooth functional, Optimal rate of convergence, 62G07, 62620
Gérard Kerkyacharian, Thanh Mai Pham Ngoc, Dominique Picard
Ann. Statist. 39 (2), 1042-1068, (April 2011) DOI: 10.1214/10-AOS858
KEYWORDS: Statistical inverse problems, minimax estimation, second generation wavelets, 62G05, 62G08, 62G20, 62G10
Sahand Negahban, Martin J. Wainwright
Ann. Statist. 39 (2), 1069-1097, (April 2011) DOI: 10.1214/10-AOS850
KEYWORDS: high-dimensional inference, rank constraints, nuclear norm, trace norm, M-estimators, Random matrix theory, 62F30, 62H12
Stephan F. Huckemann
Ann. Statist. 39 (2), 1098-1124, (April 2011) DOI: 10.1214/10-AOS862
KEYWORDS: Geodesic principal components, Ziezold mean, asymptotic inference, strong consistency, central limit theorem, shape analysis, forest biometry, geodesic and parallel hypothesis, 62G20, 62H30, 53C22
Alexandre Belloni, Robert L. Winkler
Ann. Statist. 39 (2), 1125-1179, (April 2011) DOI: 10.1214/10-AOS863
KEYWORDS: Multivariate quantiles, partial order, uniform estimation, 62H12, 62J99, 62J07
Min Qian, Susan A. Murphy
Ann. Statist. 39 (2), 1180-1210, (April 2011) DOI: 10.1214/10-AOS864
KEYWORDS: decision making, l1-penalized least squares, value, 62H99, 62J07, 62P10
Fuqing Gao, Xingqiu Zhao
Ann. Statist. 39 (2), 1211-1240, (April 2011) DOI: 10.1214/10-AOS865
KEYWORDS: Delta method, Hypothesis testing, Kaplan–Meier estimator, large deviations, L-statistics, M-estimator, Moderate deviations, 60F10, 62G20, 62F12
Jun Shao, Yazhen Wang, Xinwei Deng, Sijian Wang
Ann. Statist. 39 (2), 1241-1265, (April 2011) DOI: 10.1214/10-AOS870
KEYWORDS: ‎classification‎, high dimensionality, misclassification rate, normality, optimal classification rule, sparse estimates, 62H30, 62F12, 62G12
Holger Dette, Viatcheslav B. Melas
Ann. Statist. 39 (2), 1266-1281, (April 2011) DOI: 10.1214/11-AOS875
KEYWORDS: locally optimal designs, saturated designs, Complete class theorem, Moment spaces, Chebyshev systems, 62K05
Florentina Bunea, Yiyuan She, Marten H. Wegkamp
Ann. Statist. 39 (2), 1282-1309, (April 2011) DOI: 10.1214/11-AOS876
KEYWORDS: Multivariate response regression, reduced rank estimators, Dimension reduction, rank selection, adaptive estimation, Oracle inequalities, nuclear norm, low rank matrix approximation, 62H15, 62J07
Fasheng Sun, Dennis K. J. Lin, Min-Qian Liu
Ann. Statist. 39 (2), 1310-1333, (April 2011) DOI: 10.1214/11-AOS877
KEYWORDS: coincidence number, difference matrix, equidistant design, induced matrix, orthogonal array, 62K15, 62K05
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