VOL. 35 · NO. 2 | April 2007
Ann. Statist. 35 (2), (April 2007)
No abstract available
Ann. Statist. 35 (2), (April 2007)
No abstract available
Topics in Nonparametric Inference
Cristina Butucea, Mădălin Guţă, Luis Artiles
Ann. Statist. 35 (2), 465-494, (April 2007) DOI: 10.1214/009053606000001488
KEYWORDS: adaptive estimation, Deconvolution, nonparametric estimation, Infinitely differentiable functions, exact constants in nonparametric smoothing, minimax risk, quantum state, quantum homodyne tomography, Radon transform, Wigner function, 62G05, 62G20, 81V80
Wei Biao Wu
Ann. Statist. 35 (2), 495-521, (April 2007) DOI: 10.1214/009053606000001406
KEYWORDS: robust estimation, linear model, Dependence, nonlinear time series, 62J05, 60F05
Ming-Yen Cheng, Liang Peng, Jyh-Shyang Wu
Ann. Statist. 35 (2), 522-542, (April 2007) DOI: 10.1214/009053606000001398
KEYWORDS: bandwidth, coverage probability, ‎kernel‎, local linear regression, nonparametric smoothing, variance reduction, 62G08, 62G05, 60G20
Moulinath Banerjee, Ian W. McKeague
Ann. Statist. 35 (2), 543-574, (April 2007) DOI: 10.1214/009053606000001415
KEYWORDS: CART, Change-point estimation, cube-root asymptotics, Empirical processes, logistic regression, Poisson regression, Nonparametric regression, split point, 62G08, 62G20, 62E20
Statistical Learning Theory
Ingo Steinwart, Clint Scovel
Ann. Statist. 35 (2), 575-607, (April 2007) DOI: 10.1214/009053606000001226
KEYWORDS: Support vector machines, ‎classification‎, nonlinear discrimination, learning rates, noise assumption, Gaussian RBF kernels, 68Q32, 62G20, 62G99, 68T05, 68T10, 41A46, 41A99
Jean-Yves Audibert, Alexandre B. Tsybakov
Ann. Statist. 35 (2), 608-633, (April 2007) DOI: 10.1214/009053606000001217
KEYWORDS: ‎classification‎, Statistical learning, fast rates of convergence, excess risk, plug-in classifiers, minimax lower bounds, 62G07, 62G08, 62H05, 68T10
Susanne M. Schennach
Ann. Statist. 35 (2), 634-672, (April 2007) DOI: 10.1214/009053606000001208
KEYWORDS: Entropy, higher-order asymptotics, misspecified models, 62F10, 62F12
Zhishui Hu, John Robinson, Qiying Wang
Ann. Statist. 35 (2), 673-696, (April 2007) DOI: 10.1214/009053606000001343
KEYWORDS: Cramér large deviation, Moderate deviation, finite population, 62E20, 60F05
Bayesian Theory and Methodology
Subhashis Ghosal, Aad van der Vaart
Ann. Statist. 35 (2), 697-723, (April 2007) DOI: 10.1214/009053606000001271
KEYWORDS: bracketing, Dirichlet mixture, Entropy, maximum likelihood, mixture of normals, posterior distribution, rate of convergence, sieve, 62G07, 62G20
P. Lahiri, Kanchan Mukherjee
Ann. Statist. 35 (2), 724-737, (April 2007) DOI: 10.1214/009053606000001262
KEYWORDS: Design-consistency, generalized linear mixed models, mathematical limit, small area estimation, 62D05, 62F15
Stephen G. Walker, Antonio Lijoi, Igor Prünster
Ann. Statist. 35 (2), 738-746, (April 2007) DOI: 10.1214/009053606000001361
KEYWORDS: Hellinger consistency, mixture of Dirichlet process, posterior distribution, rates of convergence, 62G07, 62G20, 62F15
Experimental Design
J. P. Morgan, Brian H. Reck
Ann. Statist. 35 (2), 747-771, (April 2007) DOI: 10.1214/009053606000001253
KEYWORDS: Resolvable block design, optimal design, dual design, balanced array, 62K05, 62K10, 05B05
Dietrich Braess, Holger Dette
Ann. Statist. 35 (2), 772-792, (April 2007) DOI: 10.1214/009053606000001307
KEYWORDS: Bayesian optimal design, maximin optimal design, nonlinear models, 62K05
John Stufken, Boxin Tang
Ann. Statist. 35 (2), 793-814, (April 2007) DOI: 10.1214/009053606000001325
KEYWORDS: design resolution, Fractional factorial design, Hadamard matrix, Hadamard transform, Indicator function, isomorphism, J-characteristic, minimum aberration, 62K15
Times Series
Anton Schick, Wolfgang Wefelmeyer
Ann. Statist. 35 (2), 815-843, (April 2007) DOI: 10.1214/009053606000001352
KEYWORDS: least squares estimator, Kernel estimator, Plug-in estimator, Functional limit theorem, infinite-order moving average process, infinite-order autoregressive process, 62G07, 62G20, 62M05, 62M10
Beth Andrews, Richard A. Davis, F. Jay Breidt
Ann. Statist. 35 (2), 844-869, (April 2007) DOI: 10.1214/009053606000001316
KEYWORDS: All-pass, Deconvolution, non-Gaussian, noninvertible moving average, rank estimation, White noise, 62M10, 62E20, 62F10
Model Selection
Xiaoming Huo, Xuelei (Sherry) Ni
Ann. Statist. 35 (2), 870-887, (April 2007) DOI: 10.1214/009053606000001334
KEYWORDS: subset selection, Model selection, stepwise algorithms, Convex optimization, concurrent optimal subset, 62J07
Survival Analysis
Songnian Chen, Lingzhi Zhou
Ann. Statist. 35 (2), 888-916, (April 2007) DOI: 10.1214/009053606000001299
KEYWORDS: relative risk, statistical inference, local partial likelihood, asymptotic property, treatment effects, 62G05, 62G08, 62G20, 62E02, 60G44
Poisson Mixture Models
Chang Xuan Mao, Bruce G. Lindsay
Ann. Statist. 35 (2), 917-930, (April 2007) DOI: 10.1214/009053606000001280
KEYWORDS: Hankel matrix, Moment problem, One-sided inference, 62G15, 62G15, 62G05
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