VOL. 30 · NO. 1 | February 2002
 
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Classification and Regression
V. Koltchinskii, D. Panchenko
Ann. Statist. 30 (1), 1-50, (February 2002) DOI: 10.1214/aos/1015362183
KEYWORDS: Generalization error, combined classifier, margin, empirical process, Rademacher process, Gaussian process, neural network, boosting, Concentration inequalities, 62G05, 62G20, 60F15
Wenxin Jiang
Ann. Statist. 30 (1), 51-73, (February 2002) DOI: 10.1214/aos/1015362184
KEYWORDS: Angular span, boosting, ‎classification‎, error bounds, least squares regression, matching pursuit, nearest neighbor rule, overfit, prediction error, regularization, training error, weak hypotheses, 62G99, 68T99
Jianqing Fan, Runze Li
Ann. Statist. 30 (1), 74-99, (February 2002) DOI: 10.1214/aos/1015362185
KEYWORDS: Cox’s regression model, frailty model, Lasso, penalized likelihood, partial likelihood, profile likelihood, 62F12, 62N02
Sequential Design
Yuhong Yang, Dan Zhu
Ann. Statist. 30 (1), 100-121, (February 2002) DOI: 10.1214/aos/1015362186
KEYWORDS: Multi-armed bandits, Sequential allocation, randomized allocation, con-comitant variable, Nonparametric regression, 62L05, 62C25
Z.D. Bai, Feifang Hu, William F. Rosenberger
Ann. Statist. 30 (1), 122-139, (February 2002) DOI: 10.1214/aos/1015362187
KEYWORDS: Generalized Friedman’s urn, Martingales, Randomization, randomized play-the-winner rule, staggered entry, treatment allocation, urn models, 62G10
Categorical Data
Wicher P. Bergsma, Tamás Rudas
Ann. Statist. 30 (1), 140-159, (February 2002) DOI: 10.1214/aos/1015362188
KEYWORDS: Marginal log-linear parameters, log-affine and log-linear marginal models, smooth parameterization, variation independence, existence and connectedness of a model, curved exponential family, 62H17, 62E99, asymptotic normality of maximum likelihood estimates
Lawrence D. Brown, T. Tony Cai, Anirban DasGupta
Ann. Statist. 30 (1), 160-201, (February 2002) DOI: 10.1214/aos/1015362189
KEYWORDS: Bayes, Binomial distribution, confidence intervals, coverage probability, Edgeworth expansion, expected length, Jeffreys prior, Normal approximation, 62F25, 62F12
Arthur Cohen, J.H.B. Kemperman, Harold Sackrowitz
Ann. Statist. 30 (1), 202-219, (February 2002) DOI: 10.1214/aos/1015362190
KEYWORDS: Crossovers, chiasma, maximum likelihood estimation, order-restricted inference, nonlinear programming, 92D10, 62F10
Spectral Analysis and Kriging
H. Finner, M. Roters
Ann. Statist. 30 (1), 220-238, (February 2002) DOI: 10.1214/aos/1015362191
KEYWORDS: Asymptotic critical value behavior, ballot theorem, Bolshev’s recursion, Bonferroni test procedure, Dempster’s formula, DKW inequality, Empirical distribution function, familywise error rate, False discovery rate, independent $p$ -values, Lagrange–Bürmann theorem, Multiple comparisons, multiple level, multiple test procedure, order statistics, Schur–Jabotinski theorem, step-down test, step-up test, 62J15, 62F05, 62F03, 60F99
Sanat K. Sarkar
Ann. Statist. 30 (1), 239-257, (February 2002) DOI: 10.1214/aos/1015362192
KEYWORDS: Generalized step-up–step-down procedure, Benjamini–Liu step-down procedure, positive regression dependency on subset, multivariate totally positive of order 2, 62H15, 62H99
Keh-Shin Lii, Murray Rosenblatt
Ann. Statist. 30 (1), 258-297, (February 2002) DOI: 10.1214/aos/1015362193
KEYWORDS: spectral density function, harmonizable processes, estimation, bias, Covariance, Aliasing, cyclostationary, consistency, Doppler, multipath, 62M15, 62G07, 60G12, 62F12
Michael L. Stein
Ann. Statist. 30 (1), 298-323, (February 2002) DOI: 10.1214/aos/1015362194
KEYWORDS: Random field, best linear prediction, asymptotics, regular variation, Self-similar, self-affine, 62M20, 62M40, 60G25
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