VOL. 38 · NO. 1 | February 2010
 
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Frontmatter
Ann. Statist. 38 (1), (February 2010)
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Ann. Statist. 38 (1), (February 2010)
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Articles
Noureddine El Karoui
Ann. Statist. 38 (1), 1-50, (February 2010) DOI: 10.1214/08-AOS648
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
KEYWORDS: bootstrap, false discovery proportion, generalized family-wise error rate, multiple testing, step-down procedure, 62J15, 62G10
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