VOL. 35 · NO. 3 | July 2007
 
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Frontmatter
Ann. Statist. 35 (3), (July 2007)
No abstract available
Ann. Statist. 35 (3), (July 2007)
No abstract available
Likelihood Based Inference
Moulinath Banerjee
Ann. Statist. 35 (3), 931-956, (July 2007) DOI: 10.1214/009053606000001578
KEYWORDS: greatest convex minorant, ICM, likelihood ratio statistic, monotone function, monotone response model, self-induced characterization, two-sided Brownian motion, universal limit, 62G20, 62E20, 62G08
Michael R. Kosorok, Rui Song
Ann. Statist. 35 (3), 957-989, (July 2007) DOI: 10.1214/009053606000001244
KEYWORDS: Change-point models, Empirical processes, Nonparametric maximum likelihood, proportional hazards model, proportional odds model, right censoring, Semiparametric efficiency, Transformation models, 62N01, 62F05, 62G20, 62G10
Yun Ju Sung, Charles J. Geyer
Ann. Statist. 35 (3), 990-1011, (July 2007) DOI: 10.1214/009053606000001389
KEYWORDS: Asymptotic theory, Monte Carlo, maximum likelihood, Generalized linear mixed model, empirical process, model misspecification, 62F12, 65C05
Regularization in Linear Models
Saharon Rosset, Ji Zhu
Ann. Statist. 35 (3), 1012-1030, (July 2007) DOI: 10.1214/009053606000001370
KEYWORDS: ℓ_1-norm penalty, polynomial splines, regularization, solution paths, Sparsity, Total variation, 62J07, 62F35, 62G08, 62H30
Topics in Nonparametric Statistics
Antonio Cuevas, Ricardo Fraiman, Alberto Rodríguez-Casal
Ann. Statist. 35 (3), 1031-1051, (July 2007) DOI: 10.1214/009053606000001532
KEYWORDS: Minkowski content, nonparametric set estimation, length estimation, statistical image analysis, 62G07, 62G20
Jin-Ting Zhang, Jianwei Chen
Ann. Statist. 35 (3), 1052-1079, (July 2007) DOI: 10.1214/009053606000001505
KEYWORDS: Asymptotic Gaussian process, Asymptotic normal distribution, functional data, hypothesis test, local polynomial smoothing, nonparametric estimation, reconstructed individual functions, root-n consistent, 62G07, 62G10, 62J12
Cécile Durot
Ann. Statist. 35 (3), 1080-1104, (July 2007) DOI: 10.1214/009053606000001497
KEYWORDS: central limit theorem, drifted Brownian motion, inhomogeneous Poisson process, least concave majorant, monotone density, monotone failure rate, monotone regression, 62G05, 62G07, 62G08, 62N02
Evarist Giné, David M. Mason
Ann. Statist. 35 (3), 1105-1145, (July 2007) DOI: 10.1214/009053607000000154
KEYWORDS: U-statistics, central limit theorems, empirical process, kernel density estimation, 60F05, 60F15, 62E20, 62G30
Statistical Decision Theory
Mark G. Low, Harrison H. Zhou
Ann. Statist. 35 (3), 1146-1165, (July 2007) DOI: 10.1214/009053607000000091
KEYWORDS: ‎asymptotic ‎equivalence, poissonization, decision theory, additional observations, 62G20, 62G08
Adaptive Design
Li-Xin Zhang, Feifang Hu, Siu Hung Cheung, Wai Sum Chan
Ann. Statist. 35 (3), 1166-1182, (July 2007) DOI: 10.1214/009053606000001424
KEYWORDS: Adaptive designs, asymptotic normality, clinical trial, covariate information, generalized linear model, logistic regression, 60F15, 62G10, 60F05, 60F10
Inference for Stochastic Processes
Ciprian A. Tudor, Frederi G. Viens
Ann. Statist. 35 (3), 1183-1212, (July 2007) DOI: 10.1214/009053606000001541
KEYWORDS: maximum likelihood estimator, fractional Brownian motion, strong consistency, Stochastic differential equation, Malliavin calculus, Hurst parameter, 62M09, 60G18, 60H07, 60H10
Times Series Analysis
Shiqing Ling
Ann. Statist. 35 (3), 1213-1237, (July 2007) DOI: 10.1214/009053606000001514
KEYWORDS: Change-point, long-memory FARIMA, Strong invariance principle, Strong law of large numbers, Wald test, 62F05, 62M10, 60G10
Ching-Kang Ing
Ann. Statist. 35 (3), 1238-1277, (July 2007) DOI: 10.1214/009053606000001550
KEYWORDS: Accumulated prediction errors, ‎asymptotic ‎equivalence, Asymptotic efficiency, information criterion, order selection, optimal forecasting, 60M20, 62F12, 62M10
Wisharts for Decomposable Graphs
Gérard Letac, Hélène Massam
Ann. Statist. 35 (3), 1278-1323, (July 2007) DOI: 10.1214/009053606000001235
KEYWORDS: graphical models, covariance selection models, hyper Markov, conjugate priors, perfect order, triangulated graphs, chordal graphs, inverse Wishart, hyper Wishart and hyper inverse Wishart, homogeneous cones, natural exponential families, 62H99, 62E15
The Bootstrap and Asymptotic Expansions
S. N. Lahiri
Ann. Statist. 35 (3), 1324-1350, (July 2007) DOI: 10.1214/009053607000000190
KEYWORDS: Blocks of blocks bootstrap, Cramér’s condition, Edgeworth expansions, moderate deviation inequality, Moving block bootstrap, second-order correctness, Studentized statistics, Strong mixing, 60F05, 62E20, 62M10
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