VOL. 36 · NO. 2 | April 2008
Ann. Statist. 36 (2), (April 2008) Open Access
No abstract available
Ann. Statist. 36 (2), (April 2008) Open Access
No abstract available
Gilles Blanchard, Olivier Bousquet, Pascal Massart
Ann. Statist. 36 (2), 489-531, (April 2008) DOI: 10.1214/009053607000000839 Open Access
KEYWORDS: ‎classification‎, Support Vector Machine, Model selection, Oracle inequality, 62G05, 62G20
James P. Hobert, Dobrin Marchev
Ann. Statist. 36 (2), 532-554, (April 2008) DOI: 10.1214/009053607000000569 Open Access
KEYWORDS: central limit theorem, convergence rate, group action, left-Haar measure, Markov chain, Markov operator, Monte Carlo, nonpositive recurrent, operator norm, relatively invariant measure, Topological Group, 60J27, 62F15
Ulrike von Luxburg, Mikhail Belkin, Olivier Bousquet
Ann. Statist. 36 (2), 555-586, (April 2008) DOI: 10.1214/009053607000000640 Open Access
KEYWORDS: spectral clustering, graph Laplacian, consistency, convergence of eigenvectors, 62G20, 05C50
Jian Huang, Joel L. Horowitz, Shuangge Ma
Ann. Statist. 36 (2), 587-613, (April 2008) DOI: 10.1214/009053607000000875 Open Access
KEYWORDS: penalized regression, High-dimensional data, Variable selection, asymptotic normality, oracle property, 62J05, 62J07, 62E20, 60F05
Sara A. van de Geer
Ann. Statist. 36 (2), 614-645, (April 2008) DOI: 10.1214/009053607000000929 Open Access
KEYWORDS: Lasso, Oracle inequality, Sparsity, 62G08
Lie Wang, Lawrence D. Brown, T. Tony Cai, Michael Levine
Ann. Statist. 36 (2), 646-664, (April 2008) DOI: 10.1214/009053607000000901 Open Access
KEYWORDS: minimax estimation, Nonparametric regression, variance estimation, 62G08, 62G20
Aurore Delaigle, Peter Hall, Alexander Meister
Ann. Statist. 36 (2), 665-685, (April 2008) DOI: 10.1214/009053607000000884 Open Access
KEYWORDS: Bandwidth choice, Density estimation, errors in variables, Fourier inversion, kernel methods, Nonparametric regression, rates of convergence, ridge parameter, replication, statistical smoothing, 62G07, 62G08, 65R32
Oliver Linton, Stefan Sperlich, Ingrid Van Keilegom
Ann. Statist. 36 (2), 686-718, (April 2008) DOI: 10.1214/009053607000000848 Open Access
KEYWORDS: Additive models, generalized structured models, profile likelihood, semiparametric models, separability, Transformation models, 62E20, 62F12, 62G05, 62G08, 62G20
Ethan B. Anderes, Michael L. Stein
Ann. Statist. 36 (2), 719-741, (April 2008) DOI: 10.1214/009053607000000893 Open Access
KEYWORDS: deformation, quasiconformal maps, nonstationary random fields, 62M30, 62M40, 60G60
Piotr Fryzlewicz, Theofanis Sapatinas, Suhasini Subba Rao
Ann. Statist. 36 (2), 742-786, (April 2008) DOI: 10.1214/07-AOS510 Open Access
KEYWORDS: cross-validation, (G)ARCH models, kernel smoothing, least-squares estimation, locally stationary models, 62M10, 62P20
George V. Moustakides
Ann. Statist. 36 (2), 787-807, (April 2008) DOI: 10.1214/009053607000000938 Open Access
KEYWORDS: Change-point, disorder problem, sequential detection, 62L10, 62L15, 60G40
Xiaohong Chen, Han Hong, Alessandro Tarozzi
Ann. Statist. 36 (2), 808-843, (April 2008) DOI: 10.1214/009053607000000947 Open Access
KEYWORDS: Semiparametric efficiency bounds, GMM, measurement error, missing data, auxiliary data, sieve estimation, 62H12, 62D05, 62F12, 62G20
Stéphan Clémençon, Gábor Lugosi, Nicolas Vayatis
Ann. Statist. 36 (2), 844-874, (April 2008) DOI: 10.1214/009052607000000910 Open Access
KEYWORDS: Statistical learning, theory of classification, VC classes, fast rates, convex risk minimization, Moment inequalities, U-processes, 68Q32, 60E15, 60C05, 60G25
Christopher Genovese, Larry Wasserman
Ann. Statist. 36 (2), 875-905, (April 2008) DOI: 10.1214/07-AOS500 Open Access
KEYWORDS: Nonparametric confidence bands, Nonparametric regression, adaptive confidence sets, lower bounds, 62G15, 62G08, 62G20
Yacine Aït-Sahalia
Ann. Statist. 36 (2), 906-937, (April 2008) DOI: 10.1214/009053607000000622 Open Access
KEYWORDS: Diffusions, likelihood, expansions, Discrete observations, 62F12, 62M05, 60H10, 60J60
Antoine Chambaz, Judith Rousseau
Ann. Statist. 36 (2), 938-962, (April 2008) DOI: 10.1214/009053607000000857 Open Access
KEYWORDS: mixture, Model selection, nonparametric Bayesian inference, order estimation, rate of convergence, 62F05, 62F12, 62G05, 62G10
James O. Berger, Dongchu Sun
Ann. Statist. 36 (2), 963-982, (April 2008) DOI: 10.1214/07-AOS501 Open Access
KEYWORDS: reference priors, matching priors, Jeffreys priors, right-Haar prior, Fiducial inference, frequentist coverage, marginalization paradox, rejection sampling, constructive posterior distributions, 62F10, 62F15, 62F25, 62A01, 62E15, 62H10, 62H20
Bruce G. Lindsay, Marianthi Markatou, Surajit Ray, Ke Yang, Shu-Chuan Chen
Ann. Statist. 36 (2), 983-1006, (April 2008) DOI: 10.1214/009053607000000956 Open Access
KEYWORDS: Degrees of freedom, diffusion kernel, goodness of fit, high dimensions, model assessment, quadratic distance, spectral decomposition, 62A01, 62E20, 62H10
Zhengjun Zhang
Ann. Statist. 36 (2), 1007-1030, (April 2008) DOI: 10.1214/009053607000000866 Open Access
KEYWORDS: Nonlinear dependence, tail dependence, necessary condition of tail independence, testing (tail) independence, 62H20, 62H15, 62G10, 62G20, 62G32, 60G70
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