VOL. 10 · NO. 1 | 2016
T. Tony Cai, Zhao Ren, Harrison H. Zhou
Electron. J. Statist. 10 (1), 1-59, (2016) DOI: 10.1214/15-EJS1081 Open Access
KEYWORDS: adaptive estimation, banding, block thresholding, Covariance matrix, factor model, Frobenius norm, Gaussian graphical model, Hypothesis testing, minimax lower bound, operator norm, Optimal rate of convergence, precision matrix, Schatten norm, spectral norm, tapering, thresholding, 62H12, 62F12, 62G09
Hui Zou
Electron. J. Statist. 10 (1), 60-66, (2016) DOI: 10.1214/15-EJS1018 Open Access
Alexandre B. Tsybakov
Electron. J. Statist. 10 (1), 67-70, (2016) DOI: 10.1214/15-EJS1081A Open Access
No abstract available
Krishnakumar Balasubramanian, Ming Yuan
Electron. J. Statist. 10 (1), 71-73, (2016) DOI: 10.1214/15-EJS1006 Open Access
No abstract available
Debashis Paul, Lili Wang
Electron. J. Statist. 10 (1), 74-80, (2016) DOI: 10.1214/15-EJS1019 Open Access
KEYWORDS: Covariance matrix, Principal Component Analysis, spiked covariance model, Stieltjes transform, 62H99
T. Tony Cai, Zhao Ren, Harrison H. Zhou
Electron. J. Statist. 10 (1), 81-89, (2016) DOI: 10.1214/15-EJS1081REJ Open Access
No abstract available
Yair Goldberg, Wenbin Lu, Jason Fine
Electron. J. Statist. 10 (1), 90-120, (2016) DOI: 10.1214/15-EJS1083 Open Access
KEYWORDS: Box-Cox transformation, maximum likelihood estimation, oracle transformation, shrinkage estimation
Jelena Bradic
Electron. J. Statist. 10 (1), 121-170, (2016) DOI: 10.1214/15-EJS1085 Open Access
Yining Chen, Jon A. Wellner
Electron. J. Statist. 10 (1), 171-209, (2016) DOI: 10.1214/15-EJS1098 Open Access
KEYWORDS: adaptive estimation, convexity, Density estimation, least squares, regression function estimation, shape constraint, 62E20, 62G07, 62G08, 62G10, 62G20, 60G15
Yen-Chi Chen, Christopher R. Genovese, Larry Wasserman
Electron. J. Statist. 10 (1), 210-241, (2016) DOI: 10.1214/15-EJS1102 Open Access
KEYWORDS: kernel density estimation, mean shift clustering, nonparametric clustering, soft clustering, visualization, 62H30, 62G07, 62G99
Wei Qian, Yuhong Yang
Electron. J. Statist. 10 (1), 242-270, (2016) DOI: 10.1214/15-EJS1104 Open Access
KEYWORDS: Contextual bandit problem, MABC, Nonparametric bandit, adaptive estimation, regret bound, 62G08, 62L05
Nhat Ho, XuanLong Nguyen
Electron. J. Statist. 10 (1), 271-307, (2016) DOI: 10.1214/16-EJS1105 Open Access
KEYWORDS: Mixture models, strong identifiability, Wasserstein distances, minimax bounds, maximum likelihood estimation, 62F15, 62G05, 62G20
Hee Min Choi, James P. Hobert
Electron. J. Statist. 10 (1), 308-329, (2016) DOI: 10.1214/16-EJS1106 Open Access
KEYWORDS: Data augmentation algorithm, sandwich algorithm, central limit theorem, convergence rate, operator norm, 60J27, 62F15
Subhra Sankar Dhar, Angelos Dassios, Wicher Bergsma
Electron. J. Statist. 10 (1), 330-351, (2016) DOI: 10.1214/16-EJS1107 Open Access
KEYWORDS: contiguous alternatives, distance covariance, Kendall’s tau, Pitman efficacy, Robustness properties, Test for independence, 62G35, 62G10, 62G20
Wei-Biao Wu, Ying Nian Wu
Electron. J. Statist. 10 (1), 352-379, (2016) DOI: 10.1214/16-EJS1108 Open Access
KEYWORDS: consistency, dependence-adjusted norm, Exponential inequality, functional and predictive dependence measures, high-dimensional time series, impulse response function, Nagaev inequality, predictive persistence, support recovery
Simon Byrne
Electron. J. Statist. 10 (1), 380-393, (2016) DOI: 10.1214/16-EJS1109 Open Access
KEYWORDS: Rank-sum, area under the curve, probabilistic prediction, scoring rule, scoring function, 62C99
Dennis Leung, Mathias Drton, Hisayuki Hara
Electron. J. Statist. 10 (1), 394-422, (2016) DOI: 10.1214/16-EJS1111 Open Access
KEYWORDS: Covariance matrix, factor analysis, Graphical model, parameter identification, structural equation model, 62H05, 62H25, 62J05
Ann B. Lee, Rafael Izbicki
Electron. J. Statist. 10 (1), 423-463, (2016) DOI: 10.1214/16-EJS1112 Open Access
KEYWORDS: high-dimensional inference, orthogonal series regression, data-driven basis, Mercer kernel, manifold learning, eigenmaps, 62G08
François Portier
Electron. J. Statist. 10 (1), 464-494, (2016) DOI: 10.1214/15-EJS1097 Open Access
KEYWORDS: Asymptotic theory, empirical process, Semiparametric estimation, weighted regression, $Z$-estimation, 62F12, 62F35, 62G20
Fabian Scheipl, Sonja Greven
Electron. J. Statist. 10 (1), 495-526, (2016) DOI: 10.1214/16-EJS1123 Open Access
KEYWORDS: functional data, penalized splines, 62J07, 62J20
David K. Mensah, David J. Nott, Linda S. L. Tan, Lucy Marshall
Electron. J. Statist. 10 (1), 527-549, (2016) DOI: 10.1214/16-EJS1113 Open Access
KEYWORDS: functional data, Gaussian processes, longitudinal data, variational Bayes
Andy S. I. Kim, M. P. Wand
Electron. J. Statist. 10 (1), 550-581, (2016) DOI: 10.1214/16-EJS1114 Open Access
KEYWORDS: Bayesian computing, factor graph, hierarchical Bayesian models, message passing algorithm, quadrature, variational message passing, 62F15, 62H12
Christophe A. N. Biscio, Frédéric Lavancier
Electron. J. Statist. 10 (1), 582-607, (2016) DOI: 10.1214/16-EJS1116 Open Access
KEYWORDS: regularity, inhibition, moment measures, pair correlation function, intensity, Kernel estimator
Fengnan Gao, Aad van der Vaart
Electron. J. Statist. 10 (1), 608-627, (2016) DOI: 10.1214/16-EJS1119 Open Access
KEYWORDS: Bayesian inference, contraction rate, Dirichlet process, Minimax rate, Wasserstein metric, 62G20, 62G05
Jan van Waaij, Harry van Zanten
Electron. J. Statist. 10 (1), 628-645, (2016) DOI: 10.1214/16-EJS1117 Open Access
KEYWORDS: Nonparametric inference for diffusions, Bayesian inference, asymptotic performance, Gaussian process prior, adaptation to smoothness, 62M99, 62C10
Svenja Fischer, Roland Fried, Martin Wendler
Electron. J. Statist. 10 (1), 646-682, (2016) DOI: 10.1214/16-EJS1124 Open Access
KEYWORDS: $GL$-statistics, $U$-statistics, Strong mixing, generalized median estimator, tail parameter, 62G30, 60G10, 60F17
Daniela De Canditiis, Marianna Pensky
Electron. J. Statist. 10 (1), 683-705, (2016) DOI: 10.1214/16-EJS1118 Open Access
KEYWORDS: Mixing density, Poisson distribution, Empirical Bayes, lasso penalty, 62G07, 62C12, 62P35
Ting Zhang
Electron. J. Statist. 10 (1), 706-735, (2016) DOI: 10.1214/16-EJS1127 Open Access
KEYWORDS: Abrupt and smooth changes, Change points, local linear estimation, nonparametric hypothesis testing, nonparametric jump detection, nonstationary processes
Samuel G. Steckley, Shane G. Henderson, David Ruppert, Ran Yang, Daniel W. Apley, Jeremy Staum
Electron. J. Statist. 10 (1), 736-760, (2016) DOI: 10.1214/16-EJS1121 Open Access
KEYWORDS: density deconvolution, kernel density estimation, bias-correction, nested simulation, repeated measurements
Shakira Suwan, Dominic S. Lee, Runze Tang, Daniel L. Sussman, Minh Tang, Carey E. Priebe
Electron. J. Statist. 10 (1), 761-782, (2016) DOI: 10.1214/16-EJS1115 Open Access
KEYWORDS: Adjacency spectral graph embedding, Bayesian inference, random dot product graph model, stochastic blockmodel, 62F15, 62H30
Andreas Artemiou, Yuexiao Dong
Electron. J. Statist. 10 (1), 783-805, (2016) DOI: 10.1214/16-EJS1122 Open Access
KEYWORDS: inverse regression, L2 support vector machine, ‎reproducing kernel Hilbert ‎space
Lina Lin, Mathias Drton, Ali Shojaie
Electron. J. Statist. 10 (1), 806-854, (2016) DOI: 10.1214/16-EJS1126 Open Access
KEYWORDS: Conditional independence graph, exponential family, Graphical model, High-dimensional statistics, score matching, Sparsity, 62H12, 62F12
Eun Ryung Lee, Enno Mammen
Electron. J. Statist. 10 (1), 855-894, (2016) DOI: 10.1214/16-EJS1110 Open Access
KEYWORDS: Sparse estimation, local stationary time series, High-dimensional data, local stationarity, time varying coefficient models, kernel method, local linear method, penalized methods, BIC, Oracle inequality, oracle property, partially linear varying coefficient model, Semiparametric model, consistent structural identification, second order cone programming, 60K35, 60K35, 60K35
Kazuyoshi Yata, Makoto Aoshima
Electron. J. Statist. 10 (1), 895-917, (2016) DOI: 10.1214/16-EJS1128 Open Access
KEYWORDS: Eigenstructure, HDLSS, noise-reduction methodology, PCA, Singular value decomposition, 62H25, 62F12
Housen Li, Axel Munk, Hannes Sieling
Electron. J. Statist. 10 (1), 918-959, (2016) DOI: 10.1214/16-EJS1131 Open Access
KEYWORDS: multiscale inference, change-point regression, False discovery rate, deviation bound, dynamic programming, minimax lower bound, honest inference, array CGH data, ion channel recordings, 62G08, 62G10, 62G20, 90C39
Lucas Janson, Weijie Su
Electron. J. Statist. 10 (1), 960-975, (2016) DOI: 10.1214/16-EJS1129 Open Access
KEYWORDS: $k$-familywise error rate, Knockoffs, multiple testing, Linear regression, Lasso, negative binomial distribution, 62J15, 62F03, 62J05
S.L. van der Pas, J.-B. Salomond, J. Schmidt-Hieber
Electron. J. Statist. 10 (1), 976-1000, (2016) DOI: 10.1214/16-EJS1130 Open Access
KEYWORDS: Sparsity, nearly black vectors, normal means problem, horseshoe, horseshoe+, Bayesian inference, frequentist Bayes, posterior contraction, shrinkage priors, 62F15, 62G20
Iosif Pinelis, Raymond Molzon
Electron. J. Statist. 10 (1), 1001-1063, (2016) DOI: 10.1214/16-EJS1133 Open Access
KEYWORDS: Berry–Esseen bound, Canonical correlation, Delta method, rates of convergence, Cramér’s tilt, Exponential inequalities, maximum likelihood estimators, noncentral Hotelling’s statistic, noncentral Student’s statistic, nonlinear statistics, Pearson’s correlation coefficient, sphericity test, 60F05, 60E15, 62F12, 60E10, 62F03, 62F05, 62G10, 62G20
Jean-François Quessy
Electron. J. Statist. 10 (1), 1064-1097, (2016) DOI: 10.1214/16-EJS1134 Open Access
KEYWORDS: copula, Characteristic function, empirical copula process, multiplier bootstrap, quadratic functionals, symmetry hypotheses
Matthew Parry
Electron. J. Statist. 10 (1), 1098-1108, (2016) DOI: 10.1214/16-EJS1132 Open Access
KEYWORDS: Additivity, homogeneity, concavity, Entropy, sequential, score matching, 62C99, 62A99
Miles Q. Ott, Krista J. Gile
Electron. J. Statist. 10 (1), 1109-1132, (2016) DOI: 10.1214/16-EJS1138 Open Access
KEYWORDS: Respondent-driven sampling, link tracing, network sampling, edge inclusion, Random walk
Chen Gao, Yunzhang Zhu, Xiaotong Shen, Wei Pan
Electron. J. Statist. 10 (1), 1133-1154, (2016) DOI: 10.1214/16-EJS1135 Open Access
KEYWORDS: Disease subtype discovery, Gaussian graphical model, Model-based clustering, non-convex penalty, glioblastoma, gene expression
Hongyuan Cao, Jialiang Li, Jason P. Fine
Electron. J. Statist. 10 (1), 1155-1180, (2016) DOI: 10.1214/16-EJS1141 Open Access
KEYWORDS: Asynchronous longitudinal data, Kernel weighted estimation, last observation carried forward, Nonparametric regression, 60G20, 60G05
Eric Beutner, Henryk Zähle
Electron. J. Statist. 10 (1), 1181-1222, (2016) DOI: 10.1214/16-EJS1140 Open Access
KEYWORDS: bootstrap, functional delta-method, quasi- Hadamard differentiability, statistical functional, weak convergence for the open-ball $\sigma$-algebra, 62G05, 62G08, 62G20, 62G30, 62M10
Sylvain Delattre, Nicolas Fournier
Electron. J. Statist. 10 (1), 1223-1295, (2016) DOI: 10.1214/16-EJS1142 Open Access
KEYWORDS: multivariate Hawkes processes, Point processes, statistical inference, interaction graph, stochastic interacting particle systems, propagation of chaos, mean field limit, 62M09, 60J75, 60K35
Aurélie C. Lozano, Nicolai Meinshausen, Eunho Yang
Electron. J. Statist. 10 (1), 1296-1340, (2016) DOI: 10.1214/16-EJS1136 Open Access
KEYWORDS: Lasso, robust estimation, high-dimensional variable selection, Sparse learning
Takumi Saegusa, Ali Shojaie
Electron. J. Statist. 10 (1), 1341-1392, (2016) DOI: 10.1214/16-EJS1137 Open Access
KEYWORDS: graph Laplacian, graphical modeling, heterogeneous populations, hierarchical clustering, high-dimensional estimation, precision matrix, Sparsity
Romain Couillet, Florent Benaych-Georges
Electron. J. Statist. 10 (1), 1393-1454, (2016) DOI: 10.1214/16-EJS1144 Open Access
KEYWORDS: kernel methods, spectral clustering, Random matrix theory, 62H30, 60B20, 15B52
Fabian Scheipl, Jan Gertheiss, Sonja Greven
Electron. J. Statist. 10 (1), 1455-1492, (2016) DOI: 10.1214/16-EJS1145 Open Access
T. Tony Cai, Wen-Xin Zhou
Electron. J. Statist. 10 (1), 1493-1525, (2016) DOI: 10.1214/16-EJS1147 Open Access
KEYWORDS: compressed sensing, low-rank matrix, Matrix completion, max-norm constrained minimization, Minimax optimality, non-uniform sampling, Sparsity, 62H12, 62J99, 15A83
Michael Naaman
Electron. J. Statist. 10 (1), 1526-1550, (2016) DOI: 10.1214/16-EJS1146 Open Access
KEYWORDS: Hypothesis testing, Edgeworth expansions, Model selection, p-hacking, 60K35, 60K35, 60K35
Samuel Balmand, Arnak S. Dalalyan
Electron. J. Statist. 10 (1), 1551-1579, (2016) DOI: 10.1214/16-EJS1148 Open Access
KEYWORDS: precision matrix, sparse recovery, penalized likelihood, 62H12
Xavier Bay, Laurence Grammont, Hassan Maatouk
Electron. J. Statist. 10 (1), 1580-1595, (2016) DOI: 10.1214/16-EJS1149 Open Access
KEYWORDS: Correspondence, interpolation, inequality constraints, ‎reproducing kernel Hilbert ‎space, Gaussian process, Bayesian estimation, maximum a posteriori, 60G15, 60G25, 62K20
Matthew Parry
Electron. J. Statist. 10 (1), 1596-1607, (2016) DOI: 10.1214/16-EJS1150 Open Access
KEYWORDS: scoring rules, Binary classification, probabilistic forecast, 62C99
Sabyasachi Chatterjee
Electron. J. Statist. 10 (1), 1608-1629, (2016) DOI: 10.1214/16-EJS1151 Open Access
KEYWORDS: 60K35, 60K35, 60K35
Anestis Antoniadis, Irène Gijbels, Sophie Lambert-Lacroix, Jean-Michel Poggi
Electron. J. Statist. 10 (1), 1630-1676, (2016) DOI: 10.1214/16-EJS1152 Open Access
KEYWORDS: Bregman divergence, Fisher-orthogonality, Penalization, proper dispersion models, Variable selection, SCAD, 62Gxx, 62Hxx, 62Jxx
Terrance D. Savitsky, Daniell Toth
Electron. J. Statist. 10 (1), 1677-1708, (2016) DOI: 10.1214/16-EJS1153 Open Access
KEYWORDS: survey sampling, Gaussian process, Dirichlet process, Bayesian hierarchical models, latent models, Markov chain Monte Carlo
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