VOL. 37 · NO. 5B | October 2009
Ann. Statist. 37 (5B), (October 2009)
No abstract available
Ann. Statist. 37 (5B), (October 2009)
No abstract available
P. L. Davies, A. Kovac, M. Meise
Ann. Statist. 37 (5B), 2597-2625, (October 2009) DOI: 10.1214/07-AOS575
KEYWORDS: Nonparametric regression, confidence region, confidence bands, shape regularization, smoothness regularization, 62G08, 62G15, 62G20
Faming Liang
Ann. Statist. 37 (5B), 2626-2654, (October 2009) DOI: 10.1214/07-AOS577
KEYWORDS: Model selection, Markov chain Monte Carlo, Reversible jump, smoothing, stochastic approximation Monte Carlo, 60J22, 65C05
A. W. van der Vaart, J. H. van Zanten
Ann. Statist. 37 (5B), 2655-2675, (October 2009) DOI: 10.1214/08-AOS678
KEYWORDS: rate of convergence, posterior distribution, Adaptation, Bayesian inference, Nonparametric density estimation, Nonparametric regression, ‎classification‎, Gaussian process priors, 62H30, 62-07, 65U05, 68T05
Zhengyan Lin, Weidong Liu
Ann. Statist. 37 (5B), 2676-2695, (October 2009) DOI: 10.1214/08-AOS590
KEYWORDS: stationary process, periodogram, m-dependent approximation, 62M15, 60F05
Zhou Zhou, Wei Biao Wu
Ann. Statist. 37 (5B), 2696-2729, (October 2009) DOI: 10.1214/08-AOS636
KEYWORDS: Bahadur representation, Climate change, Global warming, local linear regression, local stationarity, nonstationary nonlinear time series, Quantile estimation, smoothing, 62G05, 60F05
Jean-Marc Bardet, Olivier Wintenberger
Ann. Statist. 37 (5B), 2730-2759, (October 2009) DOI: 10.1214/08-AOS674
KEYWORDS: quasi-maximum likelihood estimator, strong consistency, asymptotic normality, multidimensional causal processes, multivariate ARMA–GARCH processes, 62M10, 62F12
Aarti Singh, Clayton Scott, Robert Nowak
Ann. Statist. 37 (5B), 2760-2782, (October 2009) DOI: 10.1214/08-AOS661
KEYWORDS: Density level set, Hausdorff error, rates of convergence, Adaptivity, 62G05, 62G20
Vladimir Spokoiny, Céline Vial
Ann. Statist. 37 (5B), 2783-2807, (October 2009) DOI: 10.1214/08-AOS607
KEYWORDS: linear functional, inverse problem, propagation, oracle, 62G05, 62G05, 62G10, 62G10
R. Ayesha Ali, Thomas S. Richardson, Peter Spirtes
Ann. Statist. 37 (5B), 2808-2837, (October 2009) DOI: 10.1214/08-AOS626
KEYWORDS: directed acyclic graphs, discriminating path, inducing path, Markov equivalence, polynomial-time algorithm, 68T30, 05C75, 68T37
Hannes Leeb
Ann. Statist. 37 (5B), 2838-2876, (October 2009) DOI: 10.1214/08-AOS660
KEYWORDS: Predictive inference post model selection, regression with random design, conditional coverage probability, finite sample analysis, approximately honest and short prediction interval, 62G15, 62H12, 62J05, 62J07
Arash A. Amini, Martin J. Wainwright
Ann. Statist. 37 (5B), 2877-2921, (October 2009) DOI: 10.1214/08-AOS664
KEYWORDS: Principal Component Analysis, spectral analysis, spiked covariance ensembles, Sparsity, High-dimensional statistics, convex relaxation, semidefinite programming, Wishart ensembles, random matrices, 62H25, 62F12
Alessandro Rinaldo
Ann. Statist. 37 (5B), 2922-2952, (October 2009) DOI: 10.1214/08-AOS665
KEYWORDS: Fused lasso, consistency, sieve least squares, 62G08, 62G20
John H. J. Einmahl, Johan Segers
Ann. Statist. 37 (5B), 2953-2989, (October 2009) DOI: 10.1214/08-AOS677
KEYWORDS: functional central limit theorem, local empirical process, moment constraint, multivariate extremes, National Health and Nutrition Examination Survey, nonparametric maximum likelihood estimator, tail dependence, 62G05, 62G30, 62G32, 60G70, 60F05, 60F17
Christian Genest, Johan Segers
Ann. Statist. 37 (5B), 2990-3022, (October 2009) DOI: 10.1214/08-AOS672
KEYWORDS: Asymptotic theory, copula, extreme-value distribution, nonparametric estimation, Pickands dependence function, rank-based inference, 62G05, 62G32, 62G20
Marek Omelka, Irène Gijbels, Noël Veraverbeke
Ann. Statist. 37 (5B), 3023-3058, (October 2009) DOI: 10.1214/08-AOS666
KEYWORDS: copula, Cramér–von Mises statistics, Gaussian process, Goodness-of-fit, Kendall’s tau, Kolmogorov–Smirnov statistics, Parametric bootstrap, pseudo-observations, weak convergence, 62G07, 62G20
Alexander J. McNeil, Johanna Nešlehová
Ann. Statist. 37 (5B), 3059-3097, (October 2009) DOI: 10.1214/07-AOS556
KEYWORDS: Archimedean copula, d-monotone function, dependence ordering, frailty model, ℓ_1-norm symmetric distribution, Laplace transform, Stochastic simulation, Williamson d-transform, 62E10, 62H05, 62H20, 60E05
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