VOL. 30 · NO. 2 | April 2002
 
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Nonparametric Function Estimation
M. Hoffman, O. Lepski
Ann. Statist. 30 (2), 325-396, (April 2002) DOI: 10.1214/aos/1021379858
KEYWORDS: nonparametric estimation, minimax theory, random normalizing factors, anisotropic regression, 62G07, 62G10, 62G15
Peter Bühlmann, Paul Doukhan, Patrick Ango Nze
Ann. Statist. 30 (2), 397-430, (April 2002) DOI: 10.1214/aos/1021379859
KEYWORDS: Bernoulli shift, bootstrap, central limit theorem, Lindeberg method, Markov process, Mixing, nonparametric estimation, Positive dependence, stationary sequence, time series, 60F05, 62M99, 60E15, 60G10, 60G99, 62G07, 62G09
Gerda Claeskens, Peter Hall
Ann. Statist. 30 (2), 431-454, (April 2002) DOI: 10.1214/aos/1021379860
KEYWORDS: bandwidth, cross-validation, Gaussian process, integrated squared error, kernel methods, long-range dependence, nonparametric density estimator, risk-based analysis, 62G07, 62M10
R.Dennis Cook, Bing Li
Ann. Statist. 30 (2), 455-474, (April 2002) DOI: 10.1214/aos/1021379861
KEYWORDS: central subspace, graphics, regression, pHd, SAVE, SIR, visualization, 62G08, 62-09, 62H05
Francesca Chiaromonte, R.Dennis Cook, Bing Li
Ann. Statist. 30 (2), 475-497, (April 2002) DOI: 10.1214/aos/1021379862
KEYWORDS: central subspace, graphics, SAVE, SIR, visualization, 62G08, 62G09, 62H05
Shape Restrictions in Regression
Anatoli Juditsky, Arkadi Nemirovski
Ann. Statist. 30 (2), 498-527, (April 2002) DOI: 10.1214/aos/1021379863
KEYWORDS: Tests of convexity, Nonparametric test, estimation of nonsmooth functionals, minimax risk, 62G10, 62G08, 90C25
Cun-Hui Zhang
Ann. Statist. 30 (2), 528-555, (April 2002) DOI: 10.1214/aos/1021379864
KEYWORDS: Nonparametric regression, isotonic regression, risk bounds, least squares estimator, maximum likelihood estimator, 62G08, 62G05, 62J02, 62G20
Robust Regression
Matias Salibian-Barrera, Ruben H. Zamar
Ann. Statist. 30 (2), 556-582, (April 2002) DOI: 10.1214/aos/1021379865
KEYWORDS: regression, Breakdown point, confidence intervals, 62F35, 62F40, 62G09, 62G20, 62G35, 62J05
Daniel Gervini, Victor J. Yohai
Ann. Statist. 30 (2), 583-616, (April 2002) DOI: 10.1214/aos/1021379866
KEYWORDS: adaptive estimation, efficient estimation, maximum breakdown point, weighted least squares, 62J05, 62F35
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