VOL. 35 · NO. 4 | August 2007
Ann. Statist. 35 (4), (August 2007) Open Access
No abstract available
Ann. Statist. 35 (4), (August 2007) Open Access
No abstract available
Multiple Testing and High-Dimensional Data
Bradley Efron
Ann. Statist. 35 (4), 1351-1377, (August 2007) DOI: 10.1214/009053606000001460 Open Access
KEYWORDS: local false discovery rates, Empirical Bayes, large-scale simultaneous inference, empirical null, 62J07, 62G07
Joseph P. Romano, Michael Wolf
Ann. Statist. 35 (4), 1378-1408, (August 2007) DOI: 10.1214/009053606000001622 Open Access
KEYWORDS: bootstrap, false discovery proportion, False discovery rate, generalized familywise error rate, multiple testing, step-down procedure, 62J15, 62G10
Zhiyi Chi
Ann. Statist. 35 (4), 1409-1431, (August 2007) DOI: 10.1214/009053607000000037 Open Access
KEYWORDS: multiple hypothesis testing, Benjamini–Hochberg, FDR, pFDR, power, Bahadur representation, 62G10, 62H15, 60G35
Helmut Finner, Thorsten Dickhaus, Markus Roters
Ann. Statist. 35 (4), 1432-1455, (August 2007) DOI: 10.1214/009053607000000046 Open Access
KEYWORDS: exchangeable test statistics, expected error rate, False discovery rate, Glivenko–Cantelli theorem, largest crossing point, least favorable configurations, Multiple comparisons, multiple test procedure, multivariate total positivity of order 2, positive regression dependency, Simes’ test, 62J15, 62F05, 62F03, 60F99
Michael R. Kosorok, Shuangge Ma
Ann. Statist. 35 (4), 1456-1486, (August 2007) DOI: 10.1214/009053606000001433 Open Access
KEYWORDS: Brownian bridge, Brownian motion, empirical process, False discovery rate, Hungarian construction, marginal asymptotics, Maximal inequalities, median tests, microarrays, t-tests, 62A01, 62H15, 62G20, 62G30
Wenxin Jiang
Ann. Statist. 35 (4), 1487-1511, (August 2007) DOI: 10.1214/009053607000000019 Open Access
KEYWORDS: Convergence rates, generalized linear models, high dimensional data, posterior distribution, prior distribution, Sparsity, Variable selection, 62F99, 62J12
Nonparametric Curve Estimation and Deconvolution
Peter Hall, Peihua Qiu
Ann. Statist. 35 (4), 1512-1534, (August 2007) DOI: 10.1214/009053606000001442 Open Access
KEYWORDS: blind signal restoration, Blur, convergence rate, Deconvolution, Fourier inversion, Fourier transform, Ill-posed problem, image restoration, inverse problem, Minimax optimality, noise, point degradation, ridge, test pattern, 62G07, 62P30
Peter Hall, Alexander Meister
Ann. Statist. 35 (4), 1535-1558, (August 2007) DOI: 10.1214/009053607000000028 Open Access
KEYWORDS: cross-validation, density deconvolution, errors in variables, kernel methods, Minimax optimality, optimal convergence rates, smoothing-parameter choice, 62G07, 62F05
Xiao Wang, Michael Woodroofe
Ann. Statist. 35 (4), 1559-1575, (August 2007) DOI: 10.1214/009053606000001604 Open Access
KEYWORDS: dark matter, Empirical processes, isotonic estimation, least concave majorant, regression function, velocity dispersions, 62G05, 62G08, 62G20
Vladimir Koltchinskii, Lyudmila Sakhanenko, Songhe Cai
Ann. Statist. 35 (4), 1576-1607, (August 2007) DOI: 10.1214/009053607000000073 Open Access
KEYWORDS: Diffusion tensor imaging, kernel regression estimator, vector fields, integral curves, functional central limit theorem, 62G05, 62G10, 62G20, 62P10
Yehua Li, Naisyin Wang, Meeyoung Hong, Nancy D. Turner, Joanne R. Lupton, Raymond J. Carroll
Ann. Statist. 35 (4), 1608-1643, (August 2007) DOI: 10.1214/009053607000000082 Open Access
KEYWORDS: Asymptotic theory, bootstrap, colon carcinogenesis, correlation functions, dependent data, functional data, gene expression, kernel regression, Nonparametric regression, spatial data, time series, 62M10, 91B72, 62G08
Andrew V. Carter
Ann. Statist. 35 (4), 1644-1673, (August 2007) DOI: 10.1214/009053606000001613 Open Access
KEYWORDS: asymptotic equivalence of experiments, Nonparametric regression, variance estimation, 62B15, 62G20, 62G08
Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp
Ann. Statist. 35 (4), 1674-1697, (August 2007) DOI: 10.1214/009053606000001587 Open Access
KEYWORDS: Aggregation, Lasso estimator, minimax risk, Model selection, model averaging, Nonparametric regression, Oracle inequalities, penalized least squares, 62G08, 62C20, 62G05, 62G20
Classification, Scheduling and Stochastic Approximation
Guillaume Lecué
Ann. Statist. 35 (4), 1698-1721, (August 2007) DOI: 10.1214/009053607000000055 Open Access
KEYWORDS: ‎classification‎, Statistical learning, fast rates of convergence, excess risk, Aggregation, margin, complexity of classes of sets, SVM, 62G05, 62H30, 68T10
Hock Peng Chan, Cheng-Der Fuh, Inchi Hu
Ann. Statist. 35 (4), 1722-1748, (August 2007) DOI: 10.1214/009053606000001569 Open Access
KEYWORDS: Markov chains, Multi-armed bandits, Kullback–Leibler number, likelihood ratio, Optimal stopping, scheduling, single-machine job sequencing, Wald’s equation, 62L05, 62N99
Abdelkader Mokkadem, Mariane Pelletier
Ann. Statist. 35 (4), 1749-1772, (August 2007) DOI: 10.1214/009053606000001451 Open Access
KEYWORDS: stochastic approximation algorithm, weak convergence rate, parametric rate, averaging principle, 62L20, 62G08
Nonlinear and Nonstationary Data and Time Series
Xiaofeng Shao, Wei Biao Wu
Ann. Statist. 35 (4), 1773-1801, (August 2007) DOI: 10.1214/009053606000001479 Open Access
KEYWORDS: Cumulants, Fourier transform, frequency domain bootstrap, geometric moment contraction, lag window estimator, periodogram, spectral density estimates, 62M15, 62E20, 62M10
Samir Ben Hariz, Jonathan J. Wylie, Qiang Zhang
Ann. Statist. 35 (4), 1802-1826, (August 2007) DOI: 10.1214/009053606000001596 Open Access
KEYWORDS: long-range dependence, short-range dependence, nonstationary sequences, nonparametric change-point estimation, consistency, rates of convergence, 60F99, 62F10, 62F05, 62G20, 62G30
Tucker McElroy, Dimitris N. Politis
Ann. Statist. 35 (4), 1827-1848, (August 2007) DOI: 10.1214/009053607000000064 Open Access
KEYWORDS: convergence rate, heavy tail index, long memory, subsampling, 62G05, 62G32
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