VOL. 34 · NO. 2 | April 2006
Ann. Statist. 34 (2), (April 2006) Open Access
No abstract available
Ann. Statist. 34 (2), (April 2006) Open Access
No abstract available
Boosting and Thresholding
Peter Bühlmann
Ann. Statist. 34 (2), 559-583, (April 2006) DOI: 10.1214/009053606000000092 Open Access
KEYWORDS: Binary classification, gene expression, Lasso, matching pursuit, overcomplete dictionary, Sparsity, Variable selection, weak greedy algorithm, 62J05, 62J07, 49M15, 62P10, 68Q32
Felix Abramovich, Yoav Benjamini, David L. Donoho, Iain M. Johnstone
Ann. Statist. 34 (2), 584-653, (April 2006) DOI: 10.1214/009053606000000074 Open Access
KEYWORDS: thresholding, wavelet denoising, minimax estimation, Multiple comparisons, Model selection, smoothing parameter selection, 62C20, 62G05, 62G32
Semiparametric and Nonparametric Methods
Damla Şentürk, Hans-Georg Müller
Ann. Statist. 34 (2), 654-679, (April 2006) DOI: 10.1214/009053606000000083 Open Access
KEYWORDS: asymptotic normality, binning, confidence intervals, multiple regression, multiplicative effects, varying coefficient model, 62J05, 62G08, 62G20
Magalie Fromont, Béatrice Laurent
Ann. Statist. 34 (2), 680-720, (April 2006) DOI: 10.1214/009053606000000119 Open Access
KEYWORDS: Goodness-of-fit test, Adaptive test, uniform separation rates, Model selection, 62G10, 62G20
Peter J. Bickel, Ya’acov Ritov, Thomas M. Stoker
Ann. Statist. 34 (2), 721-741, (April 2006) DOI: 10.1214/009053606000000137 Open Access
KEYWORDS: Copula models, mixture of Gaussians, independence, 62G10, 62G20, 62G09
Vladimir N. Kulikov, Hendrik P. Lopuhaä
Ann. Statist. 34 (2), 742-768, (April 2006) DOI: 10.1214/009053606000000100 Open Access
KEYWORDS: Grenander estimator, estimating a monotone density at zero, isotonic estimation, asymptotic distribution, 62G07, 62E20, 62G20
Bayesian Analysis
Marianna Pensky
Ann. Statist. 34 (2), 769-807, (April 2006) DOI: 10.1214/009053606000000128 Open Access
KEYWORDS: Bayesian models, optimality, Sobolev and Besov spaces, Nonparametric regression, wavelet shrinkage, 62G08, 62C10
Fumiyasu Komaki
Ann. Statist. 34 (2), 808-819, (April 2006) DOI: 10.1214/009053606000000010 Open Access
KEYWORDS: Asymptotic theory, conformal transformation, information geometry, Jeffreys prior, Kullback–Leibler divergence, vague prior, 62F15, 62C15
Man-Wai Ho
Ann. Statist. 34 (2), 820-836, (April 2006) DOI: 10.1214/009053606000000047 Open Access
KEYWORDS: completely random measure, weighted gamma process, random partition, Rao–Blackwellization, Markov chain Monte Carlo, proportional hazard model, Gibbs sampler, 62G05, 62F15
B. J. K. Kleijn, A. W. van der Vaart
Ann. Statist. 34 (2), 837-877, (April 2006) DOI: 10.1214/009053606000000029 Open Access
KEYWORDS: misspecification, infinite-dimensional model, posterior distribution, rate of convergence, 62G07, 62G08, 62G20, 62F05, 62F15
Iterative Proportional Fitting
Bhaskar Bhattacharya
Ann. Statist. 34 (2), 878-902, (April 2006) DOI: 10.1214/009053606000000056 Open Access
KEYWORDS: algorithm, convergence, convex sets, Fenchel duality, functions, I-projection, inequality constraints, stochastic order, 62B10, 60B10, 65K10, 60E15
Survival Analysis
Jean-François Dupuy, Ion Grama, Mounir Mesbah
Ann. Statist. 34 (2), 903-924, (April 2006) DOI: 10.1214/009053606000000038 Open Access
KEYWORDS: Time-dependent Cox model, survival data, missing time-dependent covariate, maximum likelihood estimation, consistency, asymptotic distribution, 62N01, 62N02, 62G05
Valentin Patilea, Jean-Marie Rolin
Ann. Statist. 34 (2), 925-938, (April 2006) DOI: 10.1214/009053606000000065 Open Access
KEYWORDS: Twice censoring, competing and complementary risks, hazard functions, product-limit estimator, strong convergence, weak convergence, delta-method, 62N01, 62G05, 62N02
Graphical Model Theory
Steen A. Andersson, Michael D. Perlman
Ann. Statist. 34 (2), 939-972, (April 2006) DOI: 10.1214/009053606000000173 Open Access
KEYWORDS: Graphical model, chain graph, Markov equivalence, essential graph, 62M45, 60K99, 68R10, 68T30
Topics in Time Series
Akihiko Inoue, Yukio Kasahara
Ann. Statist. 34 (2), 973-993, (April 2006) DOI: 10.1214/009053606000000209 Open Access
KEYWORDS: Predictor, AR coefficients, MA coefficients, fractional ARIMA processes, long memory, Baxter’s inequality, 60G25, 62M20, 62M10
Hira L. Koul, Shiqing Ling
Ann. Statist. 34 (2), 994-1012, (April 2006) DOI: 10.1214/009053606000000191 Open Access
KEYWORDS: Nonlinear time series models, Goodness-of-fit test, weighted empirical process, 62F05, 62M10, 60G10
Miklós Csörgő, Barbara Szyszkowicz, Lihong Wang
Ann. Statist. 34 (2), 1013-1044, (April 2006) DOI: 10.1214/009053606000000164 Open Access
KEYWORDS: long-range dependence, sequential empirical and quantile processes, sequential Bahadur–Kiefer process, sequential Vervaat and Vervaat error processes, Strong invariance principles, 60F15, 60F17, 60G10, 60G18
Rainer Dahlhaus
Ann. Statist. 34 (2), 1045-1047, (April 2006) DOI: 10.1214/009053606000000182 Open Access
No abstract available
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