VOL. 40 · NO. 6 | December 2012
Ann. Statist. 40 (6), (December 2012)
No abstract available
Ann. Statist. 40 (6), (December 2012)
No abstract available
Fabienne Comte, Jan Johannes
Ann. Statist. 40 (6), 2765-2797, (December 2012) DOI: 10.1214/12-AOS1050
KEYWORDS: Adaptation, model selestion, Lepski’s method, linear Galerkin approach, prediction, derivative estimation, minimax theory, 62J05, 62G35, 62G20
Joseph P. Romano, Azeem M. Shaikh
Ann. Statist. 40 (6), 2798-2822, (December 2012) DOI: 10.1214/12-AOS1051
KEYWORDS: bootstrap, empirical process, Moment inequalities, multiple testing, subsampling, uniformity, $U$-statistic, 62G09, 62G10
Jorge Carlos Román, James P. Hobert
Ann. Statist. 40 (6), 2823-2849, (December 2012) DOI: 10.1214/12-AOS1052
KEYWORDS: convergence rate, geometric drift condition, geometric ergodicity, Markov chain, Monte Carlo, posterior propriety, 60J27, 62F15
Eduard Belitser, Subhashis Ghosal, Harry van Zanten
Ann. Statist. 40 (6), 2850-2876, (December 2012) DOI: 10.1214/12-AOS1053
KEYWORDS: two-stage procedure, optimal rate, sequential design, multi-stage procedure, adaptive estimation, 62L12, 62G05, 62H12, 62L05
Vladimir Spokoiny
Ann. Statist. 40 (6), 2877-2909, (December 2012) DOI: 10.1214/12-AOS1054
KEYWORDS: maximum likelihood, local quadratic bracketing, deficiency, Concentration, 62F10, 62J12, 62F25, 62H12
Robert J. Adler, Eliran Subag, Jonathan E. Taylor
Ann. Statist. 40 (6), 2910-2942, (December 2012) DOI: 10.1214/12-AOS1055
KEYWORDS: Rotation space, scale space, Random fields, Gaussian kinematic formula, Lipschitz–Killing curvatures, Euler characteristic, thresholding, fMRI, 60G60, 60G15, 60D05, 62M30, 52A22, 60G70
Shujie Ma
Ann. Statist. 40 (6), 2943-2972, (December 2012) DOI: 10.1214/12-AOS1056
KEYWORDS: estimating equations, generalized additive partially linear models, clustered data, longitudinal data, infinite cluster sizes, Spline, 62G08, 62G20
Richard J. Samworth, Ming Yuan
Ann. Statist. 40 (6), 2973-3002, (December 2012) DOI: 10.1214/12-AOS1060
KEYWORDS: blind source separation, Density estimation, Independent component analysis, log-concave projection, nonparametric maximum likelihood estimator, 62G07
Ganggang Xu, Jianhua Z. Huang
Ann. Statist. 40 (6), 3003-3030, (December 2012) DOI: 10.1214/12-AOS1063
KEYWORDS: cross-validation, generalized estimating equations, multiple smoothing parameters, penalized splines, working correlation matrices, 62G08, 62G05, 62G20, 62H12, 41A15
Hira L. Koul, Ursula U. Müller, Anton Schick
Ann. Statist. 40 (6), 3031-3049, (December 2012) DOI: 10.1214/12-AOS1061
KEYWORDS: Transfer principle, missing at random, partially linear models, efficient estimation, martingale transform test for normal errors, testing for linearity, 62E20, 62G05, 62G10
Leif T. Johnson, Charles J. Geyer
Ann. Statist. 40 (6), 3050-3076, (December 2012) DOI: 10.1214/12-AOS1048
KEYWORDS: Markov chain Monte Carlo, change of variable, exponential family, conjugate prior, Markov chain isomorphism, drift condition, Metropolis–Hastings–Green algorithm, 60J05, 65C05, 60J22
Anatoli Juditsky, Fatma Kılınç Karzan, Arkadi Nemirovski, Boris Polyak
Ann. Statist. 40 (6), 3077-3107, (December 2012) DOI: 10.1214/12-AOS1057
KEYWORDS: sparse recovery, nonparametric estimation by convex optimization, Oracle inequalities, 62G08, 62H12, 90C90
Kengo Kato
Ann. Statist. 40 (6), 3108-3136, (December 2012) DOI: 10.1214/12-AOS1066
KEYWORDS: functional data, nonlinear ill-posed problem, Principal Component Analysis, Quantile regression, 62G20
Didier Chételat, Martin T. Wells
Ann. Statist. 40 (6), 3137-3160, (December 2012) DOI: 10.1214/12-AOS1067
KEYWORDS: Covariance estimation, James–Stein estimation, invariant quadratic loss, large-$p$–small-$n$ problems, location parameter, minimax estimation, Moore–Penrose inverse, risk function, singular Wishart distribution, 62F10, 62C20, 62H12
Frederick K. H. Phoa
Ann. Statist. 40 (6), 3161-3175, (December 2012) DOI: 10.1214/12-AOS1069
KEYWORDS: Quaternary-code design, generalized minimum aberration, generalized resolution, generalized wordlength pattern, Aliasing index, structure periodicity, 62K15
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