VOL. 38 · NO. 1 | February 2010
Ann. Statist. 38 (1), (February 2010) Open Access
No abstract available
Ann. Statist. 38 (1), (February 2010) Open Access
No abstract available
Noureddine El Karoui
Ann. Statist. 38 (1), 1-50, (February 2010) DOI: 10.1214/08-AOS648 Open Access
KEYWORDS: Covariance matrices, kernel matrices, eigenvalues of covariance matrices, multivariate statistical analysis, high-dimensional inference, Random matrix theory, machine learning, Hadamard matrix functions, concentration of measure, 62H10, 60F99
Sylvain Arlot, Gilles Blanchard, Etienne Roquain
Ann. Statist. 38 (1), 51-82, (February 2010) DOI: 10.1214/08-AOS667 Open Access
KEYWORDS: Confidence regions, High-dimensional data, nonasymptotic error control, Resampling, cross-validation, Concentration inequalities, resampled quantile, 62G15, 62G09
Sylvain Arlot, Gilles Blanchard, Etienne Roquain
Ann. Statist. 38 (1), 83-99, (February 2010) DOI: 10.1214/08-AOS668 Open Access
KEYWORDS: Family-wise error, multiple testing, High-dimensional data, nonasymptotic error control, Resampling, resampled quantile, 62G10, 62G09
T. Tony Cai, Jiashun Jin
Ann. Statist. 38 (1), 100-145, (February 2010) DOI: 10.1214/09-AOS696 Open Access
KEYWORDS: Characteristic function, Empirical characteristic function, Fourier analysis, minimax lower bound, multiple testing, null distribution, proportion of nonnull effects, rate of convergence, two-point argument, 62G05, 62G10, 62G20
Judith Rousseau
Ann. Statist. 38 (1), 146-180, (February 2010) DOI: 10.1214/09-AOS703 Open Access
KEYWORDS: Bayesian nonparametric, rates of convergence, mixtures of Betas, adaptive estimation, ‎kernel‎, 62G07, 62G20
Georgi K. Golubev, Michael Nussbaum, Harrison H. Zhou
Ann. Statist. 38 (1), 181-214, (February 2010) DOI: 10.1214/09-AOS705 Open Access
KEYWORDS: stationary Gaussian process, Spectral density, Sobolev classes, Le Cam distance, ‎asymptotic ‎equivalence, Whittle likelihood, log-periodogram regression, nonparametric Gaussian scale model, signal in Gaussian white noise, 62G07, 62G20
Aleksandar Mijatović, Paul Schneider
Ann. Statist. 38 (1), 215-245, (February 2010) DOI: 10.1214/09-AOS710 Open Access
KEYWORDS: Nonlinear diffusion, maximum likelihood, EM algorithm, estimation, global optimization, 62F12, 60J60
Jane-Ling Wang, Liugen Xue, Lixing Zhu, Yun Sam Chong
Ann. Statist. 38 (1), 246-274, (February 2010) DOI: 10.1214/09-AOS712 Open Access
KEYWORDS: Dimension reduction, local linear smoothing, bandwidth, two-stage estimation, kernel smoother, 62G05, 62G20
Yuan Liao, Wenxin Jiang
Ann. Statist. 38 (1), 275-316, (February 2010) DOI: 10.1214/09-AOS714 Open Access
KEYWORDS: Identified region, limited information likelihood, consistent set estimation, maximum posterior, model and moment selection, 62F15, 62N01, 62F99
Denis Belomestny
Ann. Statist. 38 (1), 317-351, (February 2010) DOI: 10.1214/09-AOS715 Open Access
KEYWORDS: Regular Lévy processes, Blumenthal–Getoor index, Semiparametric estimation, 62F10, 62J12, 62F25, 62H12
Piet Groeneboom, Geurt Jongbloed, Birgit I. Witte
Ann. Statist. 38 (1), 352-387, (February 2010) DOI: 10.1214/09-AOS721 Open Access
KEYWORDS: Current status data, maximum smoothed likelihood, smoothed maximum likelihood, Distribution estimation, Density estimation, hazard rate estimation, asymptotic distribution, 62G05, 62N01, 62G20
S. N. Lahiri
Ann. Statist. 38 (1), 388-434, (February 2010) DOI: 10.1214/09-AOS722 Open Access
KEYWORDS: Cramer’s condition, linear process, M-estimators, smooth function model, spectral density estimator, Strong mixing, 60F05, 62E20, 62M10
Xin Qi, Hongyu Zhao
Ann. Statist. 38 (1), 435-481, (February 2010) DOI: 10.1214/09-AOS724 Open Access
KEYWORDS: ordinary differential equations, parameters estimation, profiling procedure, consistency, asymptotic normality, 62F12, 65L05, 65D07
Jussi Klemelä, Enno Mammen
Ann. Statist. 38 (1), 482-511, (February 2010) DOI: 10.1214/09-AOS726 Open Access
KEYWORDS: Deconvolution, empirical risk minimization, multivariate density estimation, nonparametric function estimation, Radon transform, tomography, 62G07
Michael Evans, Gun Ho Jang
Ann. Statist. 38 (1), 512-525, (February 2010) DOI: 10.1214/09-AOS727 Open Access
KEYWORDS: P-values, invariance under transformations, discrepancy measures for model checking, 62F99
Shahar Mendelson, Joseph Neeman
Ann. Statist. 38 (1), 526-565, (February 2010) DOI: 10.1214/09-AOS728 Open Access
KEYWORDS: regression, ‎reproducing kernel Hilbert ‎space, Regulation, least-squares, Model selection, 68Q32, 60G99
Christine Jacob
Ann. Statist. 38 (1), 566-597, (February 2010) DOI: 10.1214/09-AOS733 Open Access
KEYWORDS: Stochastic nonlinear regression, Heteroscedasticity, nonstationary process, time series, branching process, conditional least squares estimator, quasi-likelihood estimator, consistency, asymptotic distribution, martingale difference, submartingale, polymerase chain reaction, 62M10, 62J02, 62F12, 62M05, 62M09, 62P05, 62P10, 60G46, 60F15
Joseph P. Romano, Michael Wolf
Ann. Statist. 38 (1), 598-633, (February 2010) DOI: 10.1214/09-AOS734 Open Access
KEYWORDS: bootstrap, false discovery proportion, generalized family-wise error rate, multiple testing, step-down procedure, 62J15, 62G10
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