VOL. 38 · NO. 6 | December 2010
Ann. Statist. 38 (6), (December 2010) Open Access
No abstract available
Ann. Statist. 38 (6), (December 2010) Open Access
No abstract available
Michael A. Newton, Lisa M. Chung
Ann. Statist. 38 (6), 3217-3244, (December 2010) DOI: 10.1214/10-AOS805 Open Access
KEYWORDS: Gamma ranking, mixture model, next generation sequencing, Poisson embedding, rank probability, 60E15, 62F99, 62P10
Marc Hallin, Davy Paindaveine, Thomas Verdebout
Ann. Statist. 38 (6), 3245-3299, (December 2010) DOI: 10.1214/10-AOS810 Open Access
KEYWORDS: principal components, tests for eigenvectors, tests for eigenvalues, Elliptical densities, scatter matrix, shape matrix, multivariate ranks and signs, local asymptotic normality, curved experiments, 62H25, 62G35
R. de Jonge, J. H. van Zanten
Ann. Statist. 38 (6), 3300-3320, (December 2010) DOI: 10.1214/10-AOS811 Open Access
KEYWORDS: rate of convergence, posterior distribution, Adaptation, Bayesian inference, Nonparametric regression, kernel mixture priors, 62G08, 62C10, 62G20
Yehua Li, Tailen Hsing
Ann. Statist. 38 (6), 3321-3351, (December 2010) DOI: 10.1214/10-AOS813 Open Access
KEYWORDS: Almost sure convergence, Functional data analysis, ‎kernel‎, local polynomial, nonparametric inference, principal components, 62J05, 62G20, 62M20
Neil Bathia, Qiwei Yao, Flavio Ziegelmann
Ann. Statist. 38 (6), 3352-3386, (December 2010) DOI: 10.1214/10-AOS819 Open Access
KEYWORDS: autocovariance, curve time series, Dimension reduction, eigenanalysis, Karhunen–Loéve expansion, n convergence rate, root-n convergence rate, 62M10, 62H30, 60G99
Anthony Brockwell, Pierre Del Moral, Arnaud Doucet
Ann. Statist. 38 (6), 3387-3411, (December 2010) DOI: 10.1214/09-AOS747 Open Access
KEYWORDS: Markov chain Monte Carlo, Normalizing constants, sequential Monte Carlo, state-space models, 65C05, 60J05, 62F15
Ming Yuan, T. Tony Cai
Ann. Statist. 38 (6), 3412-3444, (December 2010) DOI: 10.1214/09-AOS772 Open Access
KEYWORDS: Covariance, eigenfunction, eigenvalue, Functional linear regression, minimax, optimal convergence rate, Principal Component Analysis, ‎reproducing kernel Hilbert ‎space, Sacks–Ylvisaker conditions, simultaneous diagonalization, slope function, Sobolev space, 62J05, 62G20
Aleksey S. Polunchenko, Alexander G. Tartakovsky
Ann. Statist. 38 (6), 3445-3457, (December 2010) DOI: 10.1214/09-AOS775 Open Access
KEYWORDS: Changepoint problems, Shiryaev–Roberts procedures, sequential detection, 62L10, 62L15, 60G40
Hans-Georg Müller, Fang Yao
Ann. Statist. 38 (6), 3458-3486, (December 2010) DOI: 10.1214/09-AOS786 Open Access
KEYWORDS: Functional data analysis, longitudinal data, Stochastic differential equation, Gaussian process, 62G05, 62G20
Noureddine El Karoui
Ann. Statist. 38 (6), 3487-3566, (December 2010) DOI: 10.1214/10-AOS795 Open Access
KEYWORDS: Covariance matrices, Convex optimization, quadratic programs, multivariate statistical analysis, high-dimensional inference, concentration of measure, Random matrix theory, Markowitz problem, Wishart matrices, elliptical distributions, 62H10, 90C20
Jianqing Fan, Rui Song
Ann. Statist. 38 (6), 3567-3604, (December 2010) DOI: 10.1214/10-AOS798 Open Access
KEYWORDS: generalized linear models, independent learning, sure independent screening, Variable selection, 68Q32, 62J12, 62E99, 60F10
Seunggeun Lee, Fei Zou, Fred A. Wright
Ann. Statist. 38 (6), 3605-3629, (December 2010) DOI: 10.1214/10-AOS821 Open Access
KEYWORDS: PCA, PC scores, Random matrix, PC regression, 62H25, 15A18‎
Song Xi Chen, Ping-Shou Zhong
Ann. Statist. 38 (6), 3630-3659, (December 2010) DOI: 10.1214/10-AOS824 Open Access
KEYWORDS: Analysis of variance, empirical likelihood, kernel smoothing, missing at random, Semiparametric model, treatment effects, 62G10, 62G20, 62G09
Vladimir Koltchinskii, Ming Yuan
Ann. Statist. 38 (6), 3660-3695, (December 2010) DOI: 10.1214/10-AOS825 Open Access
KEYWORDS: high dimensionality, multiple kernel learning, Oracle inequality, reproducing kernel Hilbert spaces, restricted isometry, Sparsity, 62G08, 62F12, 62J07
Xin Chen, Changliang Zou, R. Dennis Cook
Ann. Statist. 38 (6), 3696-3723, (December 2010) DOI: 10.1214/10-AOS826 Open Access
KEYWORDS: central subspace, CISE, Grassmann manifolds, oracle property, sufficient dimension reduction, Variable selection, 62H20, 62J07
Bing-Yi Jing, Guangming Pan, Qi-Man Shao, Wang Zhou
Ann. Statist. 38 (6), 3724-3750, (December 2010) DOI: 10.1214/10-AOS833 Open Access
KEYWORDS: Sample covariance matrices, Stieltjes transform, nonparametric estimate, 15A52, 60F15, 62E20, 60F17
Arseni Seregin, Jon A. Wellner
Ann. Statist. 38 (6), 3751-3781, (December 2010) DOI: 10.1214/10-AOS840 Open Access
KEYWORDS: consistency, log-concave density estimation, lower bounds, maximum likelihood, mode estimation, nonparametric estimation, qualitative assumptions, shape constraints, strongly unimodal, unimodal, 62G07, 62H12, 62G05, 62G20
Jelle J. Goeman, Aldo Solari
Ann. Statist. 38 (6), 3782-3810, (December 2010) DOI: 10.1214/10-AOS829 Open Access
KEYWORDS: multiple testing, familywise error rate, graph, 62H15, 62J15
Hua Liang, Xiang Liu, Runze Li, Chih-Ling Tsai
Ann. Statist. 38 (6), 3811-3836, (December 2010) DOI: 10.1214/10-AOS835 Open Access
KEYWORDS: efficiency, Hypothesis testing, local linear regression, Nonparametric regression, profile likelihood, SCAD, 62G08, 62G10, 62G20, 62J02, 62F12
Nikolai Leonenko, Luc Pronzato
Ann. Statist. 38 (6), 3837-3838, (December 2010) DOI: 10.1214/10-AOS773 Open Access
KEYWORDS: Entropy estimation, estimation of statistical distance, estimation of divergence, nearest-neighbor distances, Rényi entropy, Havrda–Charvát entropy, Tsallis entropy, 94A15, 62G20
No abstract available
Ngai Hang Chan, Shiqing Ling
Ann. Statist. 38 (6), 3839, (December 2010) DOI: 10.1214/10-AOS818 Open Access
No abstract available
Letter to the Editor
Chris Lloyd, Paul Kabaila
Ann. Statist. 38 (6), 3840-3841, (December 2010) DOI: 10.1214/10-AOS866 Open Access
KEYWORDS: Exact confidence limits, nuisance parameter, nesting
No abstract available
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