VOL. 28 · NO. 4 | August 2000
Nonparametric Regression Models
Jianhua Z. Huang, Charles Kooperberg, Charles J. Stone, Young K. Truong
Ann. Statist. 28 (4), 961-999, (August 2000) DOI: 10.1214/aos/1015956704 Open Access
KEYWORDS: Convergence rates, Cox model, partial likelihood, splines, tensor product, 62N05, 62G05
Torben Martinussen, Thomas H. Scheike
Ann. Statist. 28 (4), 1000-1025, (August 2000) DOI: 10.1214/aos/1015956705 Open Access
KEYWORDS: dynamic linear models, estimating equations, least squares, longitudinal data, nonparametric methods, partly conditional mean models, time-varying-coefficient models, 62M10, 62G07, 62G10, 62G20
F. Jay Breidt, Jean D. Opsomer
Ann. Statist. 28 (4), 1026-1053, (August 2000) DOI: 10.1214/aos/1015956706 Open Access
KEYWORDS: Calibration, generalized regression estimation, Godambe-Joshi lower bound, model-assisted estimation, Nonparametric regression, 62D05, 62G08
Shape Restrictions in Regression
Subhashis Ghosal, Arusharka Sen, Aad W. van der Vaart
Ann. Statist. 28 (4), 1054-1082, (August 2000) DOI: 10.1214/aos/1015956707 Open Access
KEYWORDS: empirical process, Extreme values, Gaussian process, monotone regression, strong approximation, $U$-process, 62G08, 62G10, 62G20
Mary Meyer, Michael Woodroofe
Ann. Statist. 28 (4), 1083-1104, (August 2000) DOI: 10.1214/aos/1015956708 Open Access
KEYWORDS: asymptotic distribution, bias reduction, divergence, effective dimension, simulation, Stein's identity, variance estimation, 62G08
Density Estimation
Christopher R. Genovese, Larry Wasserman
Ann. Statist. 28 (4), 1105-1127, (August 2000) DOI: 10.1214/aos/1015956709 Open Access
KEYWORDS: Density estimation, mixtures, rates of convergence, sieves, none
Computational Methodology
Arnoldo Frigessi, Jørund Gåsemyr, Håvard Rue
Ann. Statist. 28 (4), 1128-1149, (August 2000) DOI: 10.1214/aos/1015956710 Open Access
KEYWORDS: Antithetic Monte Carlo, associated random variables, attractive models, decay of cross-autocorrelations, Markov chain Monte Carlo, variance reduction, 62M05, 62C05, 62M10
Graphical Models
Jesper Madsen
Ann. Statist. 28 (4), 1150-1178, (August 2000) DOI: 10.1214/aos/1015956711 Open Access
KEYWORDS: Group symmetry, Invariance, orthogonal group representation, acyclic directed graph, Conditional independence, graphical Markov structure, maximum likelihood estimator, multivariate normal distribution, 62H12, 62H15, 62H10, 62H20, 62A05
Raffaella Settimi, Jim Q. Smith
Ann. Statist. 28 (4), 1179-1205, (August 2000) DOI: 10.1214/aos/1015956712 Open Access
KEYWORDS: Conditional independence, Bayesian networks, Bayesian multinomial models, model identifiability, 62F15, 62H17, 68R10
Multivariate Models and Inference
Francesco Bartolucci, Antonio Forcina
Ann. Statist. 28 (4), 1206-1218, (August 2000) DOI: 10.1214/aos/1015956713 Open Access
KEYWORDS: Chi-bar-squared distribution, conditional association, item response models, order-restricted inference, stochastic ordering, 62H20, 62G10, 62H15, 62H17
Kay S. Tatsuoka, David E. Tyler
Ann. Statist. 28 (4), 1219-1243, (August 2000) DOI: 10.1214/aos/1015956714 Open Access
KEYWORDS: CM-estimates, elliptical distributions, majorization, M-estimates, Minimum volume ellipsoid, MM-estimates, permutation invariance, robustness, Schur-concavity, S-estimates, symmetric exchangeable distributions, Unimodal distributions, 62G35, 62H05
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