VOL. 29 · NO. 2 | April 2001
Multivariate analysis
Iain M. Johnstone
Ann. Statist. 29 (2), 295-327, (April 2001) DOI: 10.1214/aos/1009210544 Open Access
KEYWORDS: Karhunen–Loève transform, Laguerre ensemble, empirical orthogonal functions, Largest eigenvalue, largest singular value, Laguerre polynomial, Wishart distribution, Plancherel–Rotach asymptotics, Painlevé equation, Tracy–Widom distribution, Random matrix theory, Fredholm determinant, Liouville–Green method, 62H25, 62F20, 33C45, 60H25
Satoshi Kuriki, Akimichi Takemura
Ann. Statist. 29 (2), 328-371, (April 2001) DOI: 10.1214/aos/1009210545 Open Access
KEYWORDS: Gaussian field, Karhunen-Loève expansion, empirical orthogonal functions, Largest eigenvalue, Multiple comparisons, multivariate normality, multiway layout, PARAFAC, Projection pursuit, tube formula, Wishart distribution, 62H10, 62H15, 53C65
Time Series
Hans Arnfinn Karlsen, Dag Tjøstheim
Ann. Statist. 29 (2), 372-416, (April 2001) DOI: 10.1214/aos/1009210546 Open Access
KEYWORDS: Nonstationary time series models, null recurrent Markov chain, nonparametric kernel estimators, split chain, 62M10, 62G07, 60J05
Alexander Goldenshluger, Assaf Zeevi
Ann. Statist. 29 (2), 417-444, (April 2001) DOI: 10.1214/aos/1009210547 Open Access
KEYWORDS: autoregressive approximation, minimax risk, rates of convergence, 62G05, 62M10, 62M20
Lajos Horváth, Gilles Teyssière
Ann. Statist. 29 (2), 445-469, (April 2001) DOI: 10.1214/aos/1009210548 Open Access
KEYWORDS: ARCH model, empirical process, squared residuals, 62G30, 62G20
Smoothing and Model Selection
Bradley Efron
Ann. Statist. 29 (2), 470-505, (April 2001) DOI: 10.1214/aos/1009210549 Open Access
KEYWORDS: Empirical Bayes, C p, GML, curved exponential families, choice of smoothing parameter, 62F10, 62L08
Dan Geiger, David Heckerman, Henry King, Christopher Meek
Ann. Statist. 29 (2), 505-529, (April 2001) DOI: 10.1214/aos/1009210550 Open Access
KEYWORDS: Bayesian networks, graphical models, hidden variables, curved exponential families, stratified exponential families, semialgebraic sets, Model selection, 60E05, 62H05
Experimental Design
Ching-Shui Cheng, Rahul Mukerjee
Ann. Statist. 29 (2), 530-548, (April 2001) DOI: 10.1214/aos/1009210551 Open Access
KEYWORDS: Alias pattern, Estimation capacity, minimum aberration, projective geometry, wordlength pattern, 62K15
C.F.J. Wu, Hongquan Xu
Ann. Statist. 29 (2), 549-560, (April 2001) DOI: 10.1214/aos/1009210552 Open Access
KEYWORDS: ANOVA, distance distribution, MacWilliams transforms, minimum aberration, orthogonal arrays, wordlength pattern, 62K15, 62K05
Lorens A. Imhof
Ann. Statist. 29 (2), 561-576, (April 2001) DOI: 10.1214/aos/1009210553 Open Access
KEYWORDS: Nonlinear design problem, approximate design, maximin criterion, standardized criterion, 62K05
Bhaskar Bagchi, Sunanda Bagchi
Ann. Statist. 29 (2), 577-594, (April 2001) DOI: 10.1214/aos/1009210554 Open Access
KEYWORDS: Optimal block designs, majorization, 62K05, 15A42
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