VOL. 31 · NO. 4 | August 2003
Ann. Statist. 31 (4), (August 2003) Open Access
No abstract available
Ann. Statist. 31 (4), (August 2003) Open Access
No abstract available
Nonparametric and semiparametric estimation
Peter J. Bickel, Ya'acov Ritov
Ann. Statist. 31 (4), 1033-1053, (August 2003) DOI: 10.1214/aos/1059655904 Open Access
KEYWORDS: Efficient estimator, Density estimation, Nonparametric regression, 62G07, 62G30, 62F12
Boris Buchmann, Rudolf Grübel
Ann. Statist. 31 (4), 1054-1074, (August 2003) DOI: 10.1214/aos/1059655905 Open Access
KEYWORDS: Risk theory, queues with bulk arrival, compound distributions, plug-in principle, asymptotic normality, Delta method, 62G05, 62G20, 62P05
Ola Hössjer
Ann. Statist. 31 (4), 1075-1109, (August 2003) DOI: 10.1214/aos/1059655906 Open Access
KEYWORDS: Arg max of stochastic processes, compound Poisson process, Crossovers, linkage analysis, perfect marker information, 62E20, 62P10, 62M05, 92D10
Norman Breslow, Brad McNeney, Jon A. Wellner
Ann. Statist. 31 (4), 1110-1139, (August 2003) DOI: 10.1214/aos/1059655907 Open Access
KEYWORDS: Asymptotic distributions, Asymptotic efficiency, consistency, covariates, Empirical processes, information bounds, least favorable, maximum likelihood, missing data, profile likelihood, outcome dependent, stratified sampling, two-phase, $Z$-theorem, 60F05, 60F17, 60J65, 60J70
T. Tony Cai, Mark G. Low
Ann. Statist. 31 (4), 1140-1153, (August 2003) DOI: 10.1214/aos/1059655908 Open Access
KEYWORDS: bias-variance tradeoffs, Density estimation, modulus of continuity, linear functionals, Nonparametric functional estimation, Nonparametric regression, White noise model, 62G99, 62F12, 62F35, 62M99
J. Robinson, E. Ronchetti, G.A. Young
Ann. Statist. 31 (4), 1154-1169, (August 2003) DOI: 10.1214/aos/1059655909 Open Access
KEYWORDS: Bootstrap tests, composite hypothesis, nonparametric likelihood, relative error, smooth functions of $M$-estimators, 62F11, 62F05, 62G09
Andrzej S. Kozek
Ann. Statist. 31 (4), 1170-1185, (August 2003) DOI: 10.1214/aos/1059655910 Open Access
KEYWORDS: $a$-quantiles, asymptotics, $M$-estimator, $M$-functional, normal quantiles, robust, 62F35, 62F12
Jian-Jian Ren
Ann. Statist. 31 (4), 1186-1219, (August 2003) DOI: 10.1214/aos/1059655911 Open Access
KEYWORDS: asymptotic normality, generalized weighted empirical process, Hadamard differentiability, linear regression model, strong consistency, weak convergence, 62J05, 62N02, 62E20
Stochastic optimization and integration
Gersende Fort, Eric Moulines
Ann. Statist. 31 (4), 1220-1259, (August 2003) DOI: 10.1214/aos/1059655912 Open Access
KEYWORDS: EM algorithm, Monte Carlo EM Algorithm, Metropolis Hastings algorithms, averaging procedure, 65C05, 62-04, 60J10
Jürgen Dippon
Ann. Statist. 31 (4), 1260-1281, (August 2003) DOI: 10.1214/aos/1059655913 Open Access
KEYWORDS: stochastic approximation, stochastic optimization, gradient estimation, Randomization, asymptotic normality, Optimal rates of convergence, 62L20
Wei-Liem Loh
Ann. Statist. 31 (4), 1282-1324, (August 2003) DOI: 10.1214/aos/1059655914 Open Access
KEYWORDS: asymptotic normality, computer experiment, numerical integration, quasi-Monte Carlo, scrambled net, Stein's method, 62E05, 62D05, 65C05
Edgeworth expansions
L. Giraitis, P.M. Robinson
Ann. Statist. 31 (4), 1325-1375, (August 2003) DOI: 10.1214/aos/1059655915 Open Access
KEYWORDS: Edgeworth expansion, long memory, semiparametric approximation, 62G20, 62M10
Bing-Yi Jing, Qiying Wang
Ann. Statist. 31 (4), 1376-1391, (August 2003) DOI: 10.1214/aos/1059655916 Open Access
KEYWORDS: $U$-statistics, Edgeworth expansion, optimal moments, nonlattice condition, 62E20, 60F15
No abstract available
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