VOL. 40 · NO. 1 | February 2012
 
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Frontmatter
Ann. Statist. 40 (1), (February 2012)
No abstract available
Ann. Statist. 40 (1), (February 2012)
No abstract available
Articles
Dong Chen, Hans-Georg Müller
Ann. Statist. 40 (1), 1-29, (February 2012) DOI: 10.1214/11-AOS936
KEYWORDS: Functional data analysis, modes of functional variation, functional manifold components, Dimension reduction, smoothing, 62H25, 62M09
Victoria Plamadeala, William F. Rosenberger
Ann. Statist. 40 (1), 30-44, (February 2012) DOI: 10.1214/11-AOS941
KEYWORDS: biased coin design, conditional reference set, Random walk, restricted randomization, sequential analysis, 62E15, 62K99, 62L05, 62J10
Runlong Tang, Moulinath Banerjee, Michael R. Kosorok
Ann. Statist. 40 (1), 45-72, (February 2012) DOI: 10.1214/11-AOS942
KEYWORDS: Adaptive procedure, boundary phenomenon, current status model, isotonic regression, 62G09, 62G20, 62G07
Pengsheng Ji, Jiashun Jin
Ann. Statist. 40 (1), 73-103, (February 2012) DOI: 10.1214/11-AOS947
KEYWORDS: graph, Hamming distance, Lasso, Stein’s normal means, penalization methods, phase diagram, screen and clean, subset selection, Variable selection, 62J05, 62J07, 62G20, 62C05
Mark S. Kaiser, Soumendra N. Lahiri, Daniel J. Nordman
Ann. Statist. 40 (1), 104-130, (February 2012) DOI: 10.1214/11-AOS948
KEYWORDS: increasing domain asymptotics, probability integral transform, spatial processes, spatial residuals, 62F03, 62M30
Aurore Delaigle, Peter Hall
Ann. Statist. 40 (1), 131-158, (February 2012) DOI: 10.1214/11-AOS952
KEYWORDS: bandwidth, local polynomial estimator, pooling, prevalence, smoothing, 62G08
Masoud Asgharian, Marco Carone, Vahid Fakoor
Ann. Statist. 40 (1), 159-187, (February 2012) DOI: 10.1214/11-AOS954
KEYWORDS: integrated squared error, kernel density estimation, length-biased sampling, modulus of continuity, Multiplicative censoring, strong approximation, 62N01, 62G07
Holger Dette, Viatcheslav B. Melas, Petr Shpilev
Ann. Statist. 40 (1), 188-205, (February 2012) DOI: 10.1214/11-AOS956
KEYWORDS: T-optimum design, discrimination designs, uniform approximation, Chebyshev polynomials, model uncertainty, Goodness-of-fit test, 62K05
P. J. Bickel, B. J. K. Kleijn
Ann. Statist. 40 (1), 206-237, (February 2012) DOI: 10.1214/11-AOS921
KEYWORDS: Asymptotic posterior normality, posterior limit distribution, model differentiability, local asymptotic normality, semiparametric statistics, regular estimation, efficiency, Bernstein–Von Mises, 62G86, 62G20, 62F15
Caroline Uhler
Ann. Statist. 40 (1), 238-261, (February 2012) DOI: 10.1214/11-AOS957
KEYWORDS: Gaussian graphical model, maximum likelihood estimation, matrix completion problems, Duality, Algebraic statistics, algebraic variety, number of observations, sufficient statistics, treewidth, elimination ideal, ML degree, bipartite graphs, 62H12, 14Q10, 90C25
Jingchen Liu, Gongjun Xu
Ann. Statist. 40 (1), 262-293, (February 2012) DOI: 10.1214/11-AOS960
KEYWORDS: Gaussian process, integral, Change of measure, 60G15, 65C05
Diego Colombo, Marloes H. Maathuis, Markus Kalisch, Thomas S. Richardson
Ann. Statist. 40 (1), 294-321, (February 2012) DOI: 10.1214/11-AOS940
KEYWORDS: Causal structure learning, FCI algorithm, RFCI algorithm, maximal ancestral graphs (MAGs), partial ancestral graphs (PAGs), high-dimensionality, Sparsity, consistency, 62H12, 62M45, 62-04, 68T30
Aurore Delaigle, Peter Hall
Ann. Statist. 40 (1), 322-352, (February 2012) DOI: 10.1214/11-AOS958
KEYWORDS: central limit theorem, computational algorithm, consistency, Convergence rates, functional linear models, generalized Fourier basis, principal components, projection, stochastic expansion, 62G08
R. Dennis Cook, Liliana Forzani, Adam J. Rothman
Ann. Statist. 40 (1), 353-384, (February 2012) DOI: 10.1214/11-AOS962
KEYWORDS: central subspace, oracle property, SPICE, Sparsity, sufficient dimension reduction, principal fitted components, 62H20, 62J07
Adityanand Guntuboyina
Ann. Statist. 40 (1), 385-411, (February 2012) DOI: 10.1214/11-AOS959
KEYWORDS: Convex set estimation, support function, least squares, regularization, optimal minimax rates, 62G08, 52A20
Ery Arias-Castro, Sébastien Bubeck, Gábor Lugosi
Ann. Statist. 40 (1), 412-435, (February 2012) DOI: 10.1214/11-AOS964
KEYWORDS: Sparse covariance matrix, minimax detection, Bayesian detection, scan statistic, Generalized likelihood ratio test, 62F03, 62F05
Jushan Bai, Kunpeng Li
Ann. Statist. 40 (1), 436-465, (February 2012) DOI: 10.1214/11-AOS966
KEYWORDS: High-dimensional factor models, maximum likelihood estimation, factors, factor loadings, idiosyncratic variances, principal components, 62H25, 62F12
Han Xiao, Wei Biao Wu
Ann. Statist. 40 (1), 466-493, (February 2012) DOI: 10.1214/11-AOS967
KEYWORDS: Autocovariance matrix, banding, large deviation, physical dependence measure, short range dependence, Spectral density, stationary process, tapering, thresholding, Toeplitz matrix, 62M10, 62H12
Moritz Jirak
Ann. Statist. 40 (1), 494-528, (February 2012) DOI: 10.1214/11-AOS963
KEYWORDS: autoregressive process, Yule–Walker estimators, extreme value distribution, order selection, AIC, 60M10, 62F05, 62F10, 62F12
Yair Goldberg, Michael R. Kosorok
Ann. Statist. 40 (1), 529-560, (February 2012) DOI: 10.1214/12-AOS968
KEYWORDS: Q-learning, reinforcement learning, Survival analysis, Generalization error, 62G05, 62G20, 62N02
Matthew Parry, A. Philip Dawid, Steffen Lauritzen
Ann. Statist. 40 (1), 561-592, (February 2012) DOI: 10.1214/12-AOS971
KEYWORDS: Bregman score, concavity, divergence, Entropy, Euler–Lagrange equation, homogeneity, integration by parts, local function, score matching, variational methods, 62C99, 62A99
A. Philip Dawid, Steffen Lauritzen, Matthew Parry
Ann. Statist. 40 (1), 593-608, (February 2012) DOI: 10.1214/12-AOS972
KEYWORDS: concavity, Entropy, Euler’s theorem, supergradient, homogeneous function, 62C99, 62A99
Werner Ehm, Tilmann Gneiting
Ann. Statist. 40 (1), 609-637, (February 2012) DOI: 10.1214/12-AOS973
KEYWORDS: density forecast, Euler equation, Hyvärinen score, proper scoring rule, tangent construction, 62C99, 62M20, 86A10
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