VOL. 38 · NO. 4 | August 2010
Ann. Statist. 38 (4), (August 2010)
No abstract available
Ann. Statist. 38 (4), (August 2010)
No abstract available
Elías Moreno, F. Javier Girón, George Casella
Ann. Statist. 38 (4), 1937-1952, (August 2010) DOI: 10.1214/09-AOS754
KEYWORDS: Bayes factors, BIC, intrinsic priors, linear models, multiplicity of parameters, rate of growth, 62F05, 62J15
Bodhisattva Sen, Moulinath Banerjee, Michael Woodroofe
Ann. Statist. 38 (4), 1953-1977, (August 2010) DOI: 10.1214/09-AOS777
KEYWORDS: decreasing density, Empirical distribution function, least concave majorant, m out of n bootstrap, nonparametric maximum likelihood estimate, smoothed bootstrap, 62G09, 62G20, 62G07
Junzhou Huang, Tong Zhang
Ann. Statist. 38 (4), 1978-2004, (August 2010) DOI: 10.1214/09-AOS778
KEYWORDS: L_1 regularization, Lasso, group lasso, regression, Sparsity, group sparsity, Variable selection, Parameter estimation, 62G05, 62J05
Lawrence D. Brown, T. Tony Cai, Harrison H. Zhou
Ann. Statist. 38 (4), 2005-2046, (August 2010) DOI: 10.1214/09-AOS762
KEYWORDS: Adaptivity, ‎asymptotic ‎equivalence, exponential family, James–Stein estimator, nonparametric Gaussian regression, quadratic variance function, Quantile coupling, Wavelets, 62G08, 62G20
Tzee-Ming Huang
Ann. Statist. 38 (4), 2047-2091, (August 2010) DOI: 10.1214/09-AOS770
KEYWORDS: Measure of association, measure of conditional association, conditional independence test, 62H20, 62H15, 62G10
Pang Du, Shuangge Ma, Hua Liang
Ann. Statist. 38 (4), 2092-2117, (August 2010) DOI: 10.1214/09-AOS780
KEYWORDS: backfitting, partially linear models, penalized variable selection, proportional hazards, penalized partial likelihood, Smoothing spline ANOVA, 62N01, 62N03, 62N02
T. Tony Cai, Cun-Hui Zhang, Harrison H. Zhou
Ann. Statist. 38 (4), 2118-2144, (August 2010) DOI: 10.1214/09-AOS752
KEYWORDS: Covariance matrix, Frobenius norm, minimax lower bound, operator norm, Optimal rate of convergence, tapering, 62H12, 62F12, 62G09
Holger Drees, Holger Rootzén
Ann. Statist. 38 (4), 2145-2186, (August 2010) DOI: 10.1214/09-AOS788
KEYWORDS: absolute regularity, block bootstrap, clustering of extremes, Extremes, local empirical processes, Rare events, tail distribution function, uniform central limit theorem, 60G70, 60F17, 62G32
Zhou Zhou
Ann. Statist. 38 (4), 2187-2217, (August 2010) DOI: 10.1214/09-AOS769
KEYWORDS: simultaneous confidence band, integrated squared difference test, Quantile estimation, nonstationary nonlinear time series, local stationarity, Gaussian approximation, Climate change, 62G10, 60F17
Hongjian Zhu, Feifang Hu
Ann. Statist. 38 (4), 2218-2241, (August 2010) DOI: 10.1214/10-AOS796
KEYWORDS: asymptotic properties, Brownian process, response-adaptive randomization, power, sample size, Type I error, 60F15, 62G10, 60F05, 60F10
Clive G. Bowsher
Ann. Statist. 38 (4), 2242-2281, (August 2010) DOI: 10.1214/09-AOS779
KEYWORDS: Stochastic kinetic model, kinetic independence graph, counting and point processes, dynamic and local independence, graphical decomposition, Reaction networks, systems biology, 62P10, 62-09, 60G55, 92C37, 92C40, 92C45
Jian Huang, Joel L. Horowitz, Fengrong Wei
Ann. Statist. 38 (4), 2282-2313, (August 2010) DOI: 10.1214/09-AOS781
KEYWORDS: adaptive group LASSO, component selection, High-dimensional data, Nonparametric regression, selection consistency, 62G08, 62G20, 62G99
Min Hee Kim, Michael G. Akritas
Ann. Statist. 38 (4), 2314-2350, (August 2010) DOI: 10.1214/09-AOS782
KEYWORDS: testing, high-dimensional alternatives, Hard thresholding, Simes procedure, linear combinations of order statistics, HANOVA, 62F05, 62G30, 62K15
Hongqi Xue, Hongyu Miao, Hulin Wu
Ann. Statist. 38 (4), 2351-2387, (August 2010) DOI: 10.1214/09-AOS784
KEYWORDS: nonlinear least squares, ordinary differential equation, Runge–Kutta algorithm, sieve approach, Spline smoothing, time-varying parameter, 60G02, 60G20, 60G08, 62P10
Weidong Liu, Wei Biao Wu
Ann. Statist. 38 (4), 2388-2421, (August 2010) DOI: 10.1214/09-AOS789
KEYWORDS: Gumbel distribution, kernel density estimation, linear process, maximum deviation, nonlinear time series, Nonparametric regression, simultaneous confidence band, stationary process, treasury bill data, 62H15, 62G10
Jérémie Bigot, Sébastien Gadat
Ann. Statist. 38 (4), 2422-2464, (August 2010) DOI: 10.1214/10-AOS800
KEYWORDS: Mean pattern estimation, Curve registration, inverse problem, Deconvolution, Meyer wavelets, adaptive estimation, Besov space, Minimax rate, 62G08, ‎42C40
Stephan F. Huckemann, Peter T. Kim, Ja-Yong Koo, Axel Munk
Ann. Statist. 38 (4), 2465-2498, (August 2010) DOI: 10.1214/09-AOS783
KEYWORDS: Cayley transform, cross-validation, Deconvolution, Fourier analysis, Helgason–Fourier transform, Hyperbolic space, impedance, Laplace–Beltrami operator, Möbius transformation, special linear group, Statistical inverse problems, upper half-plane, 62G07, 43A80
Min Yang
Ann. Statist. 38 (4), 2499-2524, (August 2010) DOI: 10.1214/09-AOS787
KEYWORDS: locally optimal, Loewner ordering, support points, 62K05, 62J12
Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp, Adrian Barbu
Ann. Statist. 38 (4), 2525-2558, (August 2010) DOI: 10.1214/09-AOS790
KEYWORDS: adaptive estimation, Aggregation, Lasso, minimax risk, Mixture models, consistent model selection, Nonparametric density estimation, Oracle inequalities, penalized least squares, Sparsity, Statistical learning, 62G08, 62C20, 62G05, 62G20
Ian W. McKeague, Bodhisattva Sen
Ann. Statist. 38 (4), 2559-2586, (August 2010) DOI: 10.1214/10-AOS791
KEYWORDS: Functional linear regression, fractional Brownian motion, M-estimation, misspecification, Nonstandard asymptotics, Empirical processes, Bootstrap methods, 62G08, 62E20, 62M09, 60J65
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