VOL. 40 · NO. 3 | June 2012
 
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Frontmatter
Ann. Statist. 40 (3), (June 2012)
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Ann. Statist. 40 (3), (June 2012)
No abstract available
Articles
Yumou Qiu, Song Xi Chen
Ann. Statist. 40 (3), 1285-1314, (June 2012) DOI: 10.1214/12-AOS1002
KEYWORDS: Banded covariance matrix, bandwidth estimation, high data dimension, large $p$, small $n$, nonparametric, 62H15, 62G10, 62G20
Alessandro Baldi Antognini, Maroussa Zagoraiou
Ann. Statist. 40 (3), 1315-1345, (June 2012) DOI: 10.1214/12-AOS1007
KEYWORDS: Balance, information criteria, ethics, CARA designs, 62K05, 62L05, 62G20, 60F05
Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky
Ann. Statist. 40 (3), 1346-1375, (June 2012) DOI: 10.1214/12-AOS1009
KEYWORDS: Ising models, graphical model selection, local-separation property, 62H12, 05C80
Ting Zhang, Wei Biao Wu
Ann. Statist. 40 (3), 1376-1402, (June 2012) DOI: 10.1214/12-AOS1010
KEYWORDS: information criterion, Locally stationary processes, nonparametric hypothesis testings, time-varying coefficient models, Variable selection, 62G05, 62G10, 62G20
Lingzhou Xue, Hui Zou, Tianxi Cai
Ann. Statist. 40 (3), 1403-1429, (June 2012) DOI: 10.1214/12-AOS1017
KEYWORDS: Composite likelihood, coordinatewise optimization, Ising model, minorization–maximization principle, NP-dimension asymptotic theory, HIV drug resistance database, 62G20, 62P10, 90-08
Yacine Aït-Sahalia, Jean Jacod
Ann. Statist. 40 (3), 1430-1464, (June 2012) DOI: 10.1214/12-AOS976
KEYWORDS: Semimartingale, Brownian motion, jumps, finite activity, infinite activity, discrete sampling, high frequency, 62F12, 62M05, 60H10, 60J60
Yu-Ru Su, Jane-Ling Wang
Ann. Statist. 40 (3), 1465-1488, (June 2012) DOI: 10.1214/12-AOS996
KEYWORDS: Likelihood approach, Semiparametric efficiency, Biased sample, EM algorithm, Monte Carlo integration, 62N02, 62E20
Vincent Rivoirard, Judith Rousseau
Ann. Statist. 40 (3), 1489-1523, (June 2012) DOI: 10.1214/12-AOS1004
KEYWORDS: Bayesian nonparametric, rates of convergence, Bernstein–Von Mises, adaptive estimation, 62G07, 62G20
Yuri I. Ingster, Theofanis Sapatinas, Irina A. Suslina
Ann. Statist. 40 (3), 1524-1549, (June 2012) DOI: 10.1214/12-AOS1011
KEYWORDS: analytic functions, Ill-posed inverse problems, minimax testing, Singular value decomposition, Sobolev Spaces, 62G10, 62G20, 62C20
M. J. Bayarri, J. O. Berger, A. Forte, G. García-Donato
Ann. Statist. 40 (3), 1550-1577, (June 2012) DOI: 10.1214/12-AOS1013
KEYWORDS: Model selection, Variable selection, objective Bayes, 62J05, 62J15, 62C10
Cécile Durot, Vladimir N. Kulikov, Hendrik P. Lopuhaä
Ann. Statist. 40 (3), 1578-1608, (June 2012) DOI: 10.1214/12-AOS1015
KEYWORDS: Supremum distance, extremal limit theorem, least concave majorant, monotone density, monotone regression, monotone failure rate, 62E20, 62G20, 62G05, 62G07
Yuan Wu, Ying Zhang
Ann. Statist. 40 (3), 1609-1636, (June 2012) DOI: 10.1214/12-AOS1016
KEYWORDS: Bivariate current status data, constrained maximum likelihood estimation, empirical process, sieve maximum likelihood estimation, tensor spline basis functions, 60F05, 60F17, 60G05
Po-Ling Loh, Martin J. Wainwright
Ann. Statist. 40 (3), 1637-1664, (June 2012) DOI: 10.1214/12-AOS1018
KEYWORDS: High-dimensional statistics, missing data, nonconvexity, regularization, sparse linear regression, $M$-estimation, 62F12, 68W25
Min Yang, John Stufken
Ann. Statist. 40 (3), 1665-1681, (June 2012) DOI: 10.1214/12-AOS992
KEYWORDS: locally optimal, Loewner ordering, principal submatrix, support points, 62K05, 62J12
Rina Foygel, Jan Draisma, Mathias Drton
Ann. Statist. 40 (3), 1682-1713, (June 2012) DOI: 10.1214/12-AOS1012
KEYWORDS: Covariance matrix, Gaussian distribution, Graphical model, multivariate normal distribution, parameter identification, structural equation model, 62H05, 62J05
Stephen Portnoy
Ann. Statist. 40 (3), 1714-1736, (June 2012) DOI: 10.1214/12-AOS1021
KEYWORDS: regression quantiles, Asymptotic approximation, Hungarian construction, 62E20, 62J99, 60F17
Natesh S. Pillai, Jun Yin
Ann. Statist. 40 (3), 1737-1763, (June 2012) DOI: 10.1214/12-AOS1022
KEYWORDS: Covariance matrix, Correlation matrix, Marcenko–Pastur law, Universality, 15B52, 82B44
John H. J. Einmahl, Andrea Krajina, Johan Segers
Ann. Statist. 40 (3), 1764-1793, (June 2012) DOI: 10.1214/12-AOS1023
KEYWORDS: Asymptotic statistics, factor model, M-estimation, multivariate extremes, tail dependence, 62G32, 62G05, 62G10, 62G20, 60K35, 60F05, 60F17, 60G70
Yanqing Hu, Feifang Hu
Ann. Statist. 40 (3), 1794-1815, (June 2012) DOI: 10.1214/12-AOS983
KEYWORDS: Balancing covariates, clinical trial, marginal balance, Markov chain, Pocock and Simon’s design, stratified permuted block, 60F15, 62G10, 60F05, 60F10
Eric J. Tchetgen Tchetgen, Ilya Shpitser
Ann. Statist. 40 (3), 1816-1845, (June 2012) DOI: 10.1214/12-AOS990
KEYWORDS: Natural direct effects, natural indirect effects, double robust, mediation analysis, local efficiency, 62G05
Gaorong Li, Heng Peng, Jun Zhang, Lixing Zhu
Ann. Statist. 40 (3), 1846-1877, (June 2012) DOI: 10.1214/12-AOS1024
KEYWORDS: Variable selection, rank correlation screening, dimensionality reduction, semiparametric models, Large $p$ small $n$, SIS, 62J02, 62J12, 62F07, 62F35
Dong Dai, Philippe Rigollet, Tong Zhang
Ann. Statist. 40 (3), 1878-1905, (June 2012) DOI: 10.1214/12-AOS1025
KEYWORDS: regression, Model selection, model averaging, greedy algorithm, Exponential weights, Oracle inequalities, deviation bounds, lower bounds, deviation suboptimality, 62G08, 90C52, 62G05, 62G20
Young K. Lee, Enno Mammen, Byeong U. Park
Ann. Statist. 40 (3), 1906-1933, (June 2012) DOI: 10.1214/12-AOS1026
KEYWORDS: varying coefficient models, kernel smoothing, Entropy, projection, Hilbert space, quasi-likelihood, integral equation, Newton–Raphson approximation, 62G08, 62G20
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