VOL. 35 · NO. 1 | February 2007
Ann. Statist. 35 (1), (February 2007)
No abstract available
Ann. Statist. 35 (1), (February 2007)
No abstract available
Regression Analysis
Richard A. Olshen
Ann. Statist. 35 (1), 1-12, (February 2007) DOI: 10.1214/009053606000001000
KEYWORDS: Binary tree-structured partitions, regression, maximal functions, differentiation of integrals, 26B05, ‎28A15, 62G08, 62C12
José R. Berrendero, Beatriz V. M. Mendes, David E. Tyler
Ann. Statist. 35 (1), 13-40, (February 2007) DOI: 10.1214/009053606000000975
KEYWORDS: robust regression, M-estimates, S-estimates, constrained M-estimates, maximum bias curves, Breakdown point, gross error sensitivity, 62F35, 62J05
Yingxing Li, Li-Xing Zhu
Ann. Statist. 35 (1), 41-69, (February 2007) DOI: 10.1214/009053606000001091
KEYWORDS: Dimension reduction, sliced average variance estimation, asymptotic, convergence rate, 62H99, 62G08, 62E20
Peter Hall, Joel L. Horowitz
Ann. Statist. 35 (1), 70-91, (February 2007) DOI: 10.1214/009053606000000957
KEYWORDS: Deconvolution, Dimension reduction, eigenfunction, eigenvalue, linear operator, Minimax optimality, nonparametric, principal components analysis, smoothing, quadratic regularisation, 62J05, 62G20
Mi-Ok Kim
Ann. Statist. 35 (1), 92-108, (February 2007) DOI: 10.1214/009053606000000966
KEYWORDS: Quantile regression, varying-coefficient model, regression splines, hypothesis test, 62G08, 62G35
Geometry and Inference
Harrie Hendriks, Zinoviy Landsman
Ann. Statist. 35 (1), 109-131, (February 2007) DOI: 10.1214/009053606000000993
KEYWORDS: Compact submanifold of Euclidean space, cutlocus, sphere, Stiefel manifold, Weingarten mapping, mean location, spatial median, median location, spherical distribution, multivariate Lindeberg condition, stabilization, confidence region, 62H11, 62G10, 62G15, 53A07
Martin Hillebrand, Christine H. Müller
Ann. Statist. 35 (1), 132-165, (February 2007) DOI: 10.1214/009053606000001109
KEYWORDS: Nonparametric regression, M-estimation, corner-preserving, M-kernel estimation, robustness, consistency, Outliers, 62G08, 62G20, 62G35
Christian Genest, Jean-François Quessy, Bruno Rémillard
Ann. Statist. 35 (1), 166-191, (February 2007) DOI: 10.1214/009053606000000984
KEYWORDS: Archimedean copula models, Asymptotic relative efficiency, contiguous alternatives, Cramér–von Mises statistics, empirical copula process, local power curve, Möbius inversion formula, tests of multivariate independence, 62H15, 62G30, 62E20, 60G15
Subhashis Ghosal, Aad van der Vaart
Ann. Statist. 35 (1), 192-223, (February 2007) DOI: 10.1214/009053606000001172
KEYWORDS: covering numbers, Hellinger distance, independent nonidentically distributed observations, Infinite dimensional model, Markov chains, posterior distribution, rate of convergence, tests, 62G20, 62G08
Mixture Models
David R. Hunter, Shaoli Wang, Thomas P. Hettmansperger
Ann. Statist. 35 (1), 224-251, (February 2007) DOI: 10.1214/009053606000001118
KEYWORDS: Deconvolution, Hodges–Lehmann estimator, Identifiability, semi-parametric mixtures, 62G05
Nonparametric Estimation
Hans Arnfinn Karlsen, Terje Myklebust, Dag Tjøstheim
Ann. Statist. 35 (1), 252-299, (February 2007) DOI: 10.1214/009053606000001181
KEYWORDS: cointegration, Nonstationary time series models, null recurrent Markov chain, nonparametric kernel estimators, transfer function model, 62M10, 62G08, 91B84, 60J05
Peter Hall, Adonis Yatchew
Ann. Statist. 35 (1), 300-323, (February 2007) DOI: 10.1214/009053606000001127
KEYWORDS: Dimension reduction, kernel methods, Nonparametric regression, partial derivative data, rates of convergence, statistical smoothing, cost function estimation, 62G08, 62G20, 62P20, 91B38
Survival Analysis
Jianwen Cai, Jianqing Fan, Haibo Zhou, Yong Zhou
Ann. Statist. 35 (1), 324-354, (February 2007) DOI: 10.1214/009053606000001145
KEYWORDS: Local pseudo-partial likelihood, marginal hazard model, martingale, multivariate failure time, one-step estimator, varying coefficients, 62G05, 62N01, 62N02
Inference for Stochastic Processes
Yacine Aït-Sahalia, Jean Jacod
Ann. Statist. 35 (1), 355-392, (February 2007) DOI: 10.1214/009053606000001190
KEYWORDS: jumps, efficiency, inference, discrete sampling, 62F12, 62M05, 60H10, 60J60
Tucker McElroy, Dimitris N. Politis
Ann. Statist. 35 (1), 393-419, (February 2007) DOI: 10.1214/009053606000001163
KEYWORDS: heavy-tailed random variables, Poisson process, Random field, stable random measure, subsampling, 62M10, 62M30, 62M40
Importance Sampling
R. Douc, A. Guillin, J.-M. Marin, C. P. Robert
Ann. Statist. 35 (1), 420-448, (February 2007) DOI: 10.1214/009053606000001154
KEYWORDS: Bayesian statistics, Kullback divergence, LLN, MCMC algorithm, population Monte Carlo, proposal distribution, Rao–Blackwellization, 60F05, 62L12, 65-04, 65C05, 65C40, 65C60
Multiple Testing
Samuel S. Wu, Weizhen Wang
Ann. Statist. 35 (1), 449-463, (February 2007) DOI: 10.1214/009053606000001136
KEYWORDS: Closed test method, effect sparsity, experimentwise error rate, non-central chi-squared distribution, 62F35, 62F25, 62K15, 62J15
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