VOL. 29 · NO. 5 | October 2001
1999 Reitz Lecture
Jerome H. Friedman
Ann. Statist. 29 (5), 1189-1232, (October 2001) DOI: 10.1214/aos/1013203451 Open Access
KEYWORDS: Function estimation, boosting, decision trees, robust nonparametric regression, 62-02, 62-07, 62-08, 62G08, 62H30, 68T10
Mixture Models
Subhashis Ghosal, Aad W. van der Vaart
Ann. Statist. 29 (5), 1233-1263, (October 2001) DOI: 10.1214/aos/1013203452 Open Access
KEYWORDS: bracketing, Dirichlet mixture, maximum likelihood, mixture of normals, posterior distribution, rate of convergence, sieve, Entropy, 62G07, 62G20
Subhashis Ghosal
Ann. Statist. 29 (5), 1264-1280, (October 2001) DOI: 10.1214/aos/1013203453 Open Access
KEYWORDS: Bayesian bootstrap, Bernstein polynomial, Entropy, maximum likelihood estimate, mixture of beta, posterior distribution, rate of convergence, sieve, strong approximation, 62G07, 62G20
Lancelot F. James, David J. Marchette, Carey E. Priebe
Ann. Statist. 29 (5), 1281-1296, (October 2001) DOI: 10.1214/aos/1013203454 Open Access
KEYWORDS: Finite mixture model, Number of components, semiparametric, 62G05, 62G07
Nonparametric and Semiparametric Inference
Guenther Walther
Ann. Statist. 29 (5), 1297-1319, (October 2001) DOI: 10.1214/aos/1013203455 Open Access
KEYWORDS: multiscale analysis, Grenander estimator, minimax, adaptive, mixture, log-concave, failure rate, penalized maximum likelihood, 62G10, 60F15
Alessandro Di Bucchianico, John H. Einmahl, Nino A. Mushkudiani
Ann. Statist. 29 (5), 1320-1343, (October 2001) DOI: 10.1214/aos/1013203456 Open Access
KEYWORDS: Nonparametric tolerance region, prediction region, empirical process, asymptotic normality, minimum volume set, 62G15, 62G20, 62G30, 60F05
Thomas H. Scheike
Ann. Statist. 29 (5), 1344-1360, (October 2001) DOI: 10.1214/aos/1013203457 Open Access
KEYWORDS: Additive Aalen model, counting process, disability model, illness-death model, generalized additive models, multiple time-scales, Non-parametric estimation, survival data, varying-coefficient models, 62N01, 62N02, 62G20
Holger Dette, Natalie Neumeyer
Ann. Statist. 29 (5), 1361-1400, (October 2001) DOI: 10.1214/aos/1013203458 Open Access
KEYWORDS: nonparametric analysis of covariance, variance estimation, Comparison of regression curves, goodness of fit, wild bootstrap, 62G05
John H.J. Einmahl, Vladimir I. Piterbarg, Laurens de Haan
Ann. Statist. 29 (5), 1401-1423, (October 2001) DOI: 10.1214/aos/1013203459 Open Access
KEYWORDS: dependence structure, empirical process, functional central limit theorem, multivariate extremes, nonparametric estimation, 62G05, 62G30, 62G32, 60G70, 60F15, 60F17
M. Holst, A. Irle
Ann. Statist. 29 (5), 1424-1442, (October 2001) DOI: 10.1214/aos/1013203460 Open Access
KEYWORDS: Nearest neighbor classification, Asymptotic risk, dependent training samples, 62H30, 62G20
Bootstrap Estimation and Testing
Peter Hall, Kee-Hoon Kang
Ann. Statist. 29 (5), 1443-1468, (October 2001) DOI: 10.1214/aos/1013203461 Open Access
KEYWORDS: Bootstrap methods, Confidence interval, Edgeworth expansion, kernel methods, nonparametric estimation, plug-in rules, rate of convergence, second-order accuracy, smoothing parameter, 62G15, 62G20
Miguel A. Delgado, Wenceslao González Manteiga
Ann. Statist. 29 (5), 1469-1507, (October 2001) DOI: 10.1214/aos/1013203462 Open Access
KEYWORDS: Nonparametric regression, selection of variables, higher order kernels, U-processes, wild bootstrap, restrictions on nonparametric curves, 62G07, 62G09, 62G10
Sequential Estimation
L. Galtchouk, V. Konev
Ann. Statist. 29 (5), 1508-1536, (October 2001) DOI: 10.1214/aos/1013203463 Open Access
KEYWORDS: Weighted least-squares estimators, Sequential procedure, estimators with prescribed precision, stochastic regression, Semimartingales, stopping times, 62L12, 62M09
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