VOL. 32 · NO. 4 | August 2004
 
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Frontmatter
Ann. Statist. 32 (4), (August 2004)
No abstract available
Ann. Statist. 32 (4), (August 2004)
No abstract available
Robustness
Christian Hennig
Ann. Statist. 32 (4), 1313-1340, (August 2004) DOI: 10.1214/009053604000000571
KEYWORDS: Model-based cluster analysis, robust statistics, normal mixtures, mixtures of t-distributions, noise component, classification breakdown point, 62F35, 62H30
Christophe Abraham, Benoît Cadre
Ann. Statist. 32 (4), 1341-1366, (August 2004) DOI: 10.1214/009053604000000562
KEYWORDS: Bayesian decision theory, asymptotic robustness, class of loss functions, 62F15, 62C10
Peter D. Grünwald, A. Philip Dawid
Ann. Statist. 32 (4), 1367-1433, (August 2004) DOI: 10.1214/009053604000000553
KEYWORDS: Additive model, Bayes act, Bregman divergence, Brier score, convexity, Duality, equalizer rule, exponential family, Gamma-minimax, generalized exponential family, Kullback–Leibler divergence, logarithmic score, maximin, mean-value constraints, minimax, mutual information, Pythagorean property, redundancy-capacity theorem, Relative entropy, saddle-point, scoring rule, Specific entropy, uncertainty function, zero–one loss, 62C20, 94A17
Matias Salibian-Barrera, Ruben H. Zamar
Ann. Statist. 32 (4), 1434-1447, (August 2004) DOI: 10.1214/009053604000000544
KEYWORDS: robustness, robust inference, robust location and scale models, M-estimates, 62F35, 62F12, 62E20
Survival Analysis
Michael R. Kosorok, Bee Leng Lee, Jason P. Fine
Ann. Statist. 32 (4), 1448-1491, (August 2004) DOI: 10.1214/009053604000000535
KEYWORDS: empirical process, implied parameter, Laplace transform, misspecification, Nonparametric maximum likelihood, semiparametric information bound, unobservable heterogeneity, 62N01, 60F05, 62B10, 62F40
Yongdai Kim, Jaeyong Lee
Ann. Statist. 32 (4), 1492-1512, (August 2004) DOI: 10.1214/009053604000000526
KEYWORDS: Bernstein–von Mises theorem, neutral to the right process, survival model, 62C10, 62G20, 62N01
Kani Chen
Ann. Statist. 32 (4), 1513-1532, (August 2004) DOI: 10.1214/009053604000000517
KEYWORDS: Extended nested case-control data, time-restricted nested case-control data, empirical approximation, asymptotic relative efficiency., 62F12, 62J05
Donglin Zeng
Ann. Statist. 32 (4), 1533-1555, (August 2004) DOI: 10.1214/009053604000000508
KEYWORDS: dependent censoring, double robustness, Semiparametric efficiency, 62G07, 62F12
Bayes-Empirical Bayes
Tzee-Ming Huang
Ann. Statist. 32 (4), 1556-1593, (August 2004) DOI: 10.1214/009053604000000490
KEYWORDS: convergence rate, Nonparametric regression, Density estimation, Bayesian, adaptive estimation, sieves, 62A15, 62G20, 62G07
Iain M. Johnstone, Bernard W. Silverman
Ann. Statist. 32 (4), 1594-1649, (August 2004) DOI: 10.1214/009053604000000030
KEYWORDS: Adaptivity, Empirical Bayes, sequence estimation, Sparsity, thresholding, 62C12, 62G08, 62G05
Design
R. A. Bailey, P. Druilhet
Ann. Statist. 32 (4), 1650-1661, (August 2004) DOI: 10.1214/009053604000000481
KEYWORDS: Neighbor designs, optimal design, universal optimality, total effects., 62K05, 62K10
Dursun A. Bulutoglu, Ching-Shui Cheng
Ann. Statist. 32 (4), 1662-1678, (August 2004) DOI: 10.1214/009053604000000472
KEYWORDS: balanced incomplete block designs, difference families, effect sparsity, Hadamard matrices, 62K15, 62K10
Nonparametric Classification
Gábor Lugosi, Marten Wegkamp
Ann. Statist. 32 (4), 1679-1697, (August 2004) DOI: 10.1214/009053604000000463
KEYWORDS: ‎classification‎, Complexity regularization, Concentration inequalities, Oracle inequalities, Rademacher averages, random penalties, shatter coefficients, 62H30, 62G99, 60E15
Yoav Freund, Yishay Mansour, Robert E. Schapire
Ann. Statist. 32 (4), 1698-1722, (August 2004) DOI: 10.1214/009053604000000058
KEYWORDS: ‎classification‎, Ensemble methods, averaging, Bayesian methods, generalization bounds, 62C12
Yi Lin, Lawrence D. Brown
Ann. Statist. 32 (4), 1723-1743, (August 2004) DOI: 10.1214/009053604000000454
KEYWORDS: asymptotic minimax risk, Gaussian reproducing kernel, nonparametric estimation, rate of convergence, Sobolev Spaces, White noise model
Prediction
Fumiyasu Komaki
Ann. Statist. 32 (4), 1744-1769, (August 2004) DOI: 10.1214/009053604000000445
KEYWORDS: Admissibility, Jeffreys prior, Kullback–Leibler divergence, predictive distribution, shrinkage prior, 62F15, 62C15
Quantum Information
Alessandra Luati
Ann. Statist. 32 (4), 1770-1779, (August 2004) DOI: 10.1214/009053604000000436
KEYWORDS: Parametric quantum models, Fisher information, Helstrom information, symmetric logarithmic derivatives, pure states, mixed states, 62B05, 62F10
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