VOL. 26 · NO. 3 | June 1998
Leo Breiman
Ann. Statist. 26 (3), 801-849, (June 1998) DOI: 10.1214/aos/1024691079
KEYWORDS: Ensemble methods, decision trees, neural networks, bagging, boosting, error-correcting, output coding, Markov chain, Monte Carlo, 62H30
Robert R. Snapp, Santosh S. Venkatesh
Ann. Statist. 26 (3), 850-878, (June 1998) DOI: 10.1214/aos/1024691080
KEYWORDS: $k$ nearest neighbor classifier, finite-sample risk, asymptotic expansions, Laplace’s method, 62G20, 62H30, 41A60
David L. Donoho, Iain M. Johnstone
Ann. Statist. 26 (3), 879-921, (June 1998) DOI: 10.1214/aos/1024691081
KEYWORDS: minimax decision theory, minimax Bayes estimation, Besov, Hölder, Sobolev, Triebel spaces, nonlinear estimation, White noise model, nonparametric regression,, orthonormal bases of compactly supported wavelets, renormalization, white noise approximation, 62G07, 62C20, 62G20, 41A30
Peter Hall, Gérard Kerkyacharian, Dominique Picard
Ann. Statist. 26 (3), 922-942, (June 1998) DOI: 10.1214/aos/1024691082
KEYWORDS: Adaptivity, bias, convergence rate, Density estimation, minimax, Nonparametric regression, smoothing parameter, variance, 62G07, 62G20
Jianqing Fan, Wolfgang Härdle, Enno Mammen
Ann. Statist. 26 (3), 943-971, (June 1998) DOI: 10.1214/aos/1024691083
Theo Gasser, Kongming Wang
Ann. Statist. 26 (3), 972-991, (June 1998) DOI: 10.1214/aos/1024691084
KEYWORDS: bootstrap, Confidence bounds, curve, Kernel estimation, structural analysis, 62G15, 62H05, 62G09
Shuyuan He, Grace L. Yang
Ann. Statist. 26 (3), 992-1010, (June 1998) DOI: 10.1214/aos/1024691085
KEYWORDS: Random truncation, nonparametric estimation, Strong law of large numbers, reverse supermartingale, Product limit, 62G20
Shuyuan He, Grace L. Yang
Ann. Statist. 26 (3), 1011-1027, (June 1998) DOI: 10.1214/aos/1024691086
KEYWORDS: Random truncation, nonparametric estimation, product-limit, truncation probability, strong consistency, LIL, iid representation, 62G05.
R. J. Carroll, Roberto G. Gutierrez, C. Y. Wang, Suojin Wang
Ann. Statist. 26 (3), 1028-1050, (June 1998) DOI: 10.1214/aos/1024691087
KEYWORDS: generalized linear models, kernel regression, local linear smoother, measurement error, missing at random, quasilikelihood functions, 62G07, 62G20
Hélène Massam, Erhard Neher
Ann. Statist. 26 (3), 1051-1082, (June 1998) DOI: 10.1214/aos/1024691088
KEYWORDS: lattice, Conditional independence, covariance selection, Wishart distributions, symmetric cones, Euclidean Jordan algebras, 62E15
Peter T. Kim
Ann. Statist. 26 (3), 1083-1102, (June 1998) DOI: 10.1214/aos/1024691089
KEYWORDS: asymptotic variance, asymptotic bias, consistency, differentiable manifold, irreducible representations, unitary matrices, 62G05, 58G25
P. L. Davies
Ann. Statist. 26 (3), 1103-1125, (June 1998) DOI: 10.1214/aos/1024691090
KEYWORDS: Uniform linearizability, stability, uniform asymptotics, uniform boot-strapping, coarsening, 62G35, 62G09
Christine Müller
Ann. Statist. 26 (3), 1126-1146, (June 1998) DOI: 10.1214/aos/1024691091
KEYWORDS: linear model, shrinking contamination, Robust tests, asymptotically linear estimators, bias of the level, most robustness, efficiency, $D$-optimality, optimal design, 62F35, 62K05, 62J05, 62J10
Douglas G. Simpson, Victor J. Yohai
Ann. Statist. 26 (3), 1147-1169, (June 1998) DOI: 10.1214/aos/1024691092
KEYWORDS: Breakdown point, maximum bias function, Newton–Raphson, robust statistics, weighted least squares, 62F35, 62J02, 62F10, 62J05
Guoying Li, Jian Zhang
Ann. Statist. 26 (3), 1170-1189, (June 1998) DOI: 10.1214/aos/1024691093
KEYWORDS: Sample breakdown point, redescending $M$-estimator, asymptotics, 62F35
David Assaf, Larry Goldstein, Ester Samuel-Cahn
Ann. Statist. 26 (3), 1190-1197, (June 1998) DOI: 10.1214/aos/1024691094
KEYWORDS: prophet inequalities, noisy observations, perfect prophet, Optimal stopping, 62L15, 60G40
Benjamin Yakir
Ann. Statist. 26 (3), 1198-1214, (June 1998) DOI: 10.1214/aos/1024691095
KEYWORDS: quality control, control charts, change-point detection, invariant statistics, 62L10, 62N10
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