VOL. 36 · NO. 2 | April 2008
Ann. Statist. 36 (2), (April 2008)
No abstract available
Ann. Statist. 36 (2), (April 2008)
No abstract available
Gilles Blanchard, Olivier Bousquet, Pascal Massart
Ann. Statist. 36 (2), 489-531, (April 2008) DOI: 10.1214/009053607000000839
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
KEYWORDS: Nonlinear dependence, tail dependence, necessary condition of tail independence, testing (tail) independence, 62H20, 62H15, 62G10, 62G20, 62G32, 60G70
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