VOL. 41 · NO. 5 | October 2013
Ann. Statist. 41 (5), (October 2013) Open Access
No abstract available
Ann. Statist. 41 (5), (October 2013) Open Access
No abstract available
Dino Sejdinovic, Bharath Sriperumbudur, Arthur Gretton, Kenji Fukumizu
Ann. Statist. 41 (5), 2263-2291, (October 2013) DOI: 10.1214/13-AOS1140 Open Access
KEYWORDS: reproducing kernel Hilbert spaces, distance covariance, two-sample testing, Independence testing, 62G10, 62H20, 68Q32, 46E22
John C. Duchi, Lester Mackey, Michael I. Jordan
Ann. Statist. 41 (5), 2292-2323, (October 2013) DOI: 10.1214/13-AOS1142 Open Access
KEYWORDS: ranking, consistency, Fisher consistency, asymptotics, rank aggregation, $U$-statistics, 62F07, 62F12, 68Q32, 62C99
Dominik Janzing, David Balduzzi, Moritz Grosse-Wentrup, Bernhard Schölkopf
Ann. Statist. 41 (5), 2324-2358, (October 2013) DOI: 10.1214/13-AOS1145 Open Access
KEYWORDS: causality, Bayesian networks, Information flow, transfer entropy, 62-09, 62M10
Kengo Kato
Ann. Statist. 41 (5), 2359-2390, (October 2013) DOI: 10.1214/13-AOS1150 Open Access
KEYWORDS: asymptotic normality, inverse problem, nonparametric instrumental variables model, quasi-Bayes, rates of contraction, 62G08, 62G20
Jean Jacod, Mark Podolskij
Ann. Statist. 41 (5), 2391-2427, (October 2013) DOI: 10.1214/13-AOS1153 Open Access
KEYWORDS: central limit theorem, High frequency data, homoscedasticity testing, Itô semimartingales, rank estimation, stable convergence, 62M07, 60F05, 62E20, 60F17
Sourav Chatterjee, Persi Diaconis
Ann. Statist. 41 (5), 2428-2461, (October 2013) DOI: 10.1214/13-AOS1155 Open Access
KEYWORDS: random graph, Erdős–Rényi, graph limit, exponential random graph models, Parameter estimation, 62F10, 05C80, 62P25, 60F10
Yazhen Wang
Ann. Statist. 41 (5), 2462-2504, (October 2013) DOI: 10.1214/13-AOS1156 Open Access
KEYWORDS: compressed sensing, deficiency distance, density matrix, observable, Pauli matrices, quantum measurement, Quantum probability, quantum statistics, Trace regression, fine scale trace regression, low rank matrix, sparse matrix, 62B15, 62P35, 62J99, 65F10, 65J20, 81P45, 81P50
Lan Wang, Yongdai Kim, Runze Li
Ann. Statist. 41 (5), 2505-2536, (October 2013) DOI: 10.1214/13-AOS1159 Open Access
KEYWORDS: high-dimensional regression, Lasso, MCP, SCAD, Variable selection, penalized least squares, 62J05, 62J07
Yingying Fan, Jiashun Jin, Zhigang Yao
Ann. Statist. 41 (5), 2537-2571, (October 2013) DOI: 10.1214/13-AOS1163 Open Access
KEYWORDS: Chromatic number, Fisher’s LDA, Fisher’s separation, phase diagram, precision matrix, rare and weak model, sparse graph, 62G05, 62G32
Ningning Xia, Yingli Qin, Zhidong Bai
Ann. Statist. 41 (5), 2572-2607, (October 2013) DOI: 10.1214/13-AOS1154 Open Access
KEYWORDS: Eigenvector empirical spectral distribution, Empirical spectral distribution, Marčenko–Pastur distribution, Sample covariance matrix, Stieltjes transform, 15A52, 60F15, 62E20, 60F17, 62H99
Zuofeng Shang, Guang Cheng
Ann. Statist. 41 (5), 2608-2638, (October 2013) DOI: 10.1214/13-AOS1164 Open Access
KEYWORDS: asymptotic normality, functional Bahadur representation, local/global likelihood ratio test, simultaneous confidence band, smoothing spline, 62G20, 62F25, 62F15, 62F12
Junlong Zhao, Chenlei Leng, Lexin Li, Hansheng Wang
Ann. Statist. 41 (5), 2639-2667, (October 2013) DOI: 10.1214/13-AOS1165 Open Access
KEYWORDS: Cook’s distance, high-dimensional diagnosis, influential observation, Lasso, marginal correlations, variable screening, 62J20, 62E20
Marianna Pensky
Ann. Statist. 41 (5), 2668-2697, (October 2013) DOI: 10.1214/13-AOS1166 Open Access
KEYWORDS: linear inverse problems, inhomogeneous, Minimax convergence rates, singularity, 62C10, 65J10, 62G05, 62G20
Leif T. Johnson, Charles J. Geyer
Ann. Statist. 41 (5), 2698, (October 2013) DOI: 10.1214/13-AOS1146 Open Access
No abstract available
Xuming He, Lan Wang, Hyokyoung Grace Hong
Ann. Statist. 41 (5), 2699, (October 2013) DOI: 10.1214/13-AOS1157 Open Access
No abstract available
Richard A. Olshen, Bala Brajaratnam
Ann. Statist. 41 (5), 2700-2702, (October 2013) DOI: 10.1214/13-AOS1177 Open Access
KEYWORDS: normalization, standardization, 62H05, 60F15, 60G46
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