VOL. 9 · NO. 1 | 2015
 
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Articles
Houman Owhadi, Clint Scovel, Tim Sullivan
Electron. J. Statist. 9 (1), 1-79, (2015) DOI: 10.1214/15-EJS989
KEYWORDS: Bayesian inference, misspecification, robustness, uncertainty quantification, optimal uncertainty quantification, 62F15, 62G35, 62A01, 62E20, 62F12, 62G20
Stuart Barber, Jochen Voss, Mark Webster
Electron. J. Statist. 9 (1), 80-105, (2015) DOI: 10.1214/15-EJS988
KEYWORDS: Approximate Bayesian Computation, likelihood-free inference, Monte Carlo methods, convergence of estimators, rate of convergence, 62F12, 65C05, 62F15
Gilles Rebelles
Electron. J. Statist. 9 (1), 106-134, (2015) DOI: 10.1214/15-EJS986
KEYWORDS: Density estimation, Oracle inequality, Adaptation, independence structure, upper function
Helen E. Ogden
Electron. J. Statist. 9 (1), 135-152, (2015) DOI: 10.1214/15-EJS991
KEYWORDS: Graphical model, intractable likelihood, Laplace approximation, pairwise comparison, sparse grid interpolation, 62F10, 62J15
Marianne Clausel, François Roueff, Murad S. Taqqu
Electron. J. Statist. 9 (1), 153-203, (2015) DOI: 10.1214/15-EJS987
KEYWORDS: long-range dependence, long memory, self-similarity, wavelet transform, estimation, Hypothesis testing, ‎42C40, 60G18, 62M15, 60G20, 60G22
Yi-Hui Zhou, J. S. Marron
Electron. J. Statist. 9 (1), 204-218, (2015) DOI: 10.1214/15-EJS992
KEYWORDS: outlier, robustness, spherical PCA, spike model
Xuhua Liu, Xingzhong Xu
Electron. J. Statist. 9 (1), 219-233, (2015) DOI: 10.1214/15-EJS993
KEYWORDS: Average interval length, coefficient of variation, confidence distribution, Confidence interval, empirical coverage, 62F25, 62P99
Jérôme Dedecker, Aurélie Fischer, Bertrand Michel
Electron. J. Statist. 9 (1), 234-265, (2015) DOI: 10.1214/15-EJS997
KEYWORDS: Deconvolution, Wasserstein metrics, Minimax rates, 62G05, 62C20
Stéphane Auray, Nicolas Klutchnikoff, Laurent Rouvière
Electron. J. Statist. 9 (1), 266-297, (2015) DOI: 10.1214/15-EJS995
KEYWORDS: nonparametric estimation, Mixture models, clustering, 62G07, 62H30
Quentin Berthet
Electron. J. Statist. 9 (1), 298-317, (2015) DOI: 10.1214/15-EJS1001
KEYWORDS: Satisfiability problem, High-dimensional detection, polynomial-time algorithms, 62C20, 68R01, 60C05
Camille Charbonnier, Nicolas Verzelen, Fanny Villers
Electron. J. Statist. 9 (1), 318-382, (2015) DOI: 10.1214/15-EJS999
KEYWORDS: Gaussian graphical model, two-sample hypothesis testing, High-dimensional statistics, multiple testing, Adaptive testing, minimax hypothesis testing, Detection boundary, 62H15, 62P10
Emilie Chautru
Electron. J. Statist. 9 (1), 383-418, (2015) DOI: 10.1214/15-EJS1002
KEYWORDS: Angular/spectral measure, Dimension reduction, latent variable, mixture model, extreme dependence, multivariate extremes, 62H12, 62H30, 62G32
Douglas J. Lorenz, Somnath Datta
Electron. J. Statist. 9 (1), 419-443, (2015) DOI: 10.1214/15-EJS1003
KEYWORDS: inverse probability weighting, Aalen’s linear model, multivariate survival data, 62N02, 62N01, 62G05
Yanyuan Ma, Weixin Yao
Electron. J. Statist. 9 (1), 444-474, (2015) DOI: 10.1214/15-EJS1008
KEYWORDS: efficiency, large-scale simultaneous testing, Mixture models, multiple testing, robust statistics, semiparametric estimator
Robin J. Evans
Electron. J. Statist. 9 (1), 475-491, (2015) DOI: 10.1214/15-EJS1009
KEYWORDS: Conditional independence, Contingency table, curved exponential family, log-linear parameter, marginal parameterization, 62H17, 62H20
Jelena Bradic, Rui Song
Electron. J. Statist. 9 (1), 492-534, (2015) DOI: 10.1214/15-EJS1004
Miklós Csörgő, Masoud M. Nasari
Electron. J. Statist. 9 (1), 535-566, (2015) DOI: 10.1214/15-EJS1011
KEYWORDS: Randomized $t$-pivots, Berry-Esséen bounds, improved CLT’s, small and moderate samples, 62E20, 62G09
Rina Foygel Barber, Mathias Drton
Electron. J. Statist. 9 (1), 567-607, (2015) DOI: 10.1214/15-EJS1012
KEYWORDS: Bayesian Information Criterion, Graphical model, logistic regression, Log-linear model, neighborhood selection, Variable selection, 62F12, 62J12
Jason D. Lee, Yuekai Sun, Jonathan E. Taylor
Electron. J. Statist. 9 (1), 608-642, (2015) DOI: 10.1214/15-EJS1013
KEYWORDS: Regularized M-estimator, geometrically decomposable penalties, Lasso, generalized lasso, group lasso, nuclear norm minimization, 62F10
Pascal Lavergne, Samuel Maistre, Valentin Patilea
Electron. J. Statist. 9 (1), 643-678, (2015) DOI: 10.1214/15-EJS1005
KEYWORDS: Asymptotic pivotal test statistic, bootstrap, kernel smoothing, $U$-statistic, 62G08, 62G10, 62G20
Philipp Heesen, Arnold Janssen
Electron. J. Statist. 9 (1), 679-716, (2015) DOI: 10.1214/15-EJS1016
KEYWORDS: false discovery rate (FDR), Inequalities‎, Multiple hypotheses testing, PRDS, reverse martingale dependence, blockwise dependence, adaptive Benjamini Hochberg methods, P-values, Storey test, 62G10, 62G20
Elodie Vernet
Electron. J. Statist. 9 (1), 717-752, (2015) DOI: 10.1214/15-EJS1017
KEYWORDS: Bayesian nonparametrics, consistency, Hidden Markov models, 62G20
Timothy L. McMurry, Dimitris N. Politis
Electron. J. Statist. 9 (1), 753-788, (2015) DOI: 10.1214/15-EJS1000
KEYWORDS: Autocovariance matrix, time series, prediction, Spectral density, 62M20, 62M10
Wei Biao Wu
Electron. J. Statist. 9 (1), 789-791, (2015) DOI: 10.1214/15-EJS1010
KEYWORDS: Linear prediction, covariance matrix estimation, spectral density function, 62M10, 62H12
Rob J. Hyndman
Electron. J. Statist. 9 (1), 792-796, (2015) DOI: 10.1214/14-EJS953
KEYWORDS: Autocorrelation, Autoregression, data visualization, forecasting, serial correlation, time series graphics
Yulia R. Gel, Wilfredo Palma
Electron. J. Statist. 9 (1), 797-800, (2015) DOI: 10.1214/15-EJS996
KEYWORDS: regularization, time series, prediction, autocovariance estimation, 37M10, 62M10
No abstract available
Xiaohui Chen
Electron. J. Statist. 9 (1), 801-810, (2015) DOI: 10.1214/15-EJS1007
KEYWORDS: Optimal linear predition, shrinkage, Sparsity
No abstract available
Timothy L. McMurry, Dimitris N. Politis
Electron. J. Statist. 9 (1), 811-822, (2015) DOI: 10.1214/15-EJS1000REJ
No abstract available
The Tien Mai, Pierre Alquier
Electron. J. Statist. 9 (1), 823-841, (2015) DOI: 10.1214/15-EJS1020
KEYWORDS: Matrix completion, Bayesian analysis, PAC-Bayesian bounds, Oracle inequality, low-rank matrix, Gibbs sampler, 62H12, 62J12, 60B20, 68T05
Thomas Opitz, Jean-Noël Bacro, Pierre Ribereau
Electron. J. Statist. 9 (1), 842-868, (2015) DOI: 10.1214/15-EJS1021
KEYWORDS: max-stable processes, pairwise inference, spatial extremes, spectral measure, variance reduction
Hirokazu Yanagihara, Hirofumi Wakaki, Yasunori Fujikoshi
Electron. J. Statist. 9 (1), 869-897, (2015) DOI: 10.1214/15-EJS1022
KEYWORDS: AIC, bias-corrected AIC, BIC, consistent AIC, high-dimensional asymptotic framework, multivariate linear model, selection probability, Variable selection, 62J05, 62E20
Ollivier Hyrien, Nikolay M. Yanev, Craig T. Jordan
Electron. J. Statist. 9 (1), 898-925, (2015) DOI: 10.1214/15-EJS1024
KEYWORDS: coefficient of variation, continuous-time branching processes, leukemia, non-homogeneous poisson process, 60J80, 60J85, 92C37
Corinne Berzin, Alain Latour, José R. León
Electron. J. Statist. 9 (1), 926-1016, (2015) DOI: 10.1214/15-EJS1023
KEYWORDS: 60G22, 62M09, 62H12
Abhik Ghosh
Electron. J. Statist. 9 (1), 1017-1040, (2015) DOI: 10.1214/15-EJS1025
KEYWORDS: Minimum divergence estimator, robustness, influence function, parameter restriction, 62F30, 62F35
Jean-Patrick Baudry
Electron. J. Statist. 9 (1), 1041-1077, (2015) DOI: 10.1214/15-EJS1026
KEYWORDS: Bracketing entropy, ICL, Model-based clustering, Model selection, number of classes, penalized criteria, 62H30, 62H12
Aiyou Chen, Art B. Owen, Minghui Shi
Electron. J. Statist. 9 (1), 1078-1112, (2015) DOI: 10.1214/15-EJS1027
KEYWORDS: data fusion, small area estimation, Stein shrinkage, transfer learning, 62J07, 62D05, 62F12
Fabienne Comte, Valentine Genon-Catalot
Electron. J. Statist. 9 (1), 1113-1149, (2015) DOI: 10.1214/15-EJS1028
KEYWORDS: adaptive estimators, inverse problem, Laguerre basis, nonparametric estimation, poisson mixture, 62G07, 62C20
Jinzhu Jia, Karl Rohe
Electron. J. Statist. 9 (1), 1150-1172, (2015) DOI: 10.1214/15-EJS1029
KEYWORDS: preconditioning, Irrepresentable Condition, sign consistency
Elizabeth Munch, Katharine Turner, Paul Bendich, Sayan Mukherjee, Jonathan Mattingly, John Harer
Electron. J. Statist. 9 (1), 1173-1204, (2015) DOI: 10.1214/15-EJS1030
KEYWORDS: topological data analysis, Fréchet mean, time varying data, 55, 60
Jana Janková, Sara van de Geer
Electron. J. Statist. 9 (1), 1205-1229, (2015) DOI: 10.1214/15-EJS1031
KEYWORDS: confidence intervals, graphical lasso, high-dimensional, precision matrix, Sparsity, 62J07, 62F12
Stefano Favaro, Bernardo Nipoti, Yee Whye Teh
Electron. J. Statist. 9 (1), 1230-1242, (2015) DOI: 10.1214/15-EJS1033
KEYWORDS: Exact random variate generation, exponentially tilted $\alpha$-stable distribution, gamma tilted $\alpha$-stable distribution, Laguerre polynomial, noncentral generalized factorial coefficient, rejection sampling, 62E15, 65C60
Vitara Pungpapong, Min Zhang, Dabao Zhang
Electron. J. Statist. 9 (1), 1243-1266, (2015) DOI: 10.1214/15-EJS1034
KEYWORDS: Empirical Bayes variable selection, high dimensional data, prior, Sparsity, 62J05, 62C12, 62F07
Paul Doukhan, William Kengne
Electron. J. Statist. 9 (1), 1267-1314, (2015) DOI: 10.1214/15-EJS1038
KEYWORDS: time series of counts, Poisson autoregression, Likelihood estimation, Change-point, semi-parametric test, 60G10, 62M10, 62F12, 62F03, 62F05, 62F10
Hyunkeun Cho, Annie Qu
Electron. J. Statist. 9 (1), 1315-1334, (2015) DOI: 10.1214/15-EJS1036
KEYWORDS: generalized method of moments, moment selection, principal components, quadratic inference function, singularity matrix, 62H25
Jan Mielniczuk, Hubert Szymanowski
Electron. J. Statist. 9 (1), 1335-1356, (2015) DOI: 10.1214/15-EJS1040
KEYWORDS: linear model, high dimensionality, Dantzig selector, Lasso, normalization, constrained optimization, Karush-Kuhn-Tucker conditions, 62J05, 62J07, 90C25
Vasiliki Christou, Konstantinos Fokianos
Electron. J. Statist. 9 (1), 1357-1377, (2015) DOI: 10.1214/15-EJS1044
KEYWORDS: bootstrap, chi-square, contraction, Identifiability, quasi maximum likelihood, score test, threshold model, 62M09, 62M10
Dalia Chakrabarty, Munmun Biswas, Sourabh Bhattacharya
Electron. J. Statist. 9 (1), 1378-1403, (2015) DOI: 10.1214/15-EJS1037
KEYWORDS: supervised learning, Inverse problems, Gaussian process, Matrix-variate normal, transformation-based MCMC
Jakob Söhl
Electron. J. Statist. 9 (1), 1404-1423, (2015) DOI: 10.1214/15-EJS1043
KEYWORDS: UCLT, Grenander estimator, NPMLE, Hölder class, 60F05, 62G07, 62E20
Huybrechts F. Bindele
Electron. J. Statist. 9 (1), 1424-1448, (2015) DOI: 10.1214/15-EJS1042
KEYWORDS: Signed-rank norm, strong consistency, asymptotic normality, imputation, missing at random, 62J02, 62G05, 62F12, 62G20
Peter Bühlmann, Sara van de Geer
Electron. J. Statist. 9 (1), 1449-1473, (2015) DOI: 10.1214/15-EJS1041
KEYWORDS: Confidence interval, de-sparsified Lasso, hypothesis test, Lasso, multiple sample splitting, Sparsity, 62J07, 62F25
Riccardo De Bin, Nicola Sartori, Thomas A. Severini
Electron. J. Statist. 9 (1), 1474-1491, (2015) DOI: 10.1214/15-EJS1045
KEYWORDS: modified profile likelihood, non stationary autoregressive model, profile likelihood, profile score bias, two-index asymptotics, 62G20
Trevor Park, Xiaofeng Shao, Shun Yao
Electron. J. Statist. 9 (1), 1492-1517, (2015) DOI: 10.1214/15-EJS1047
KEYWORDS: Distance correlation, Nonlinear dependence, partial correlation, Variable selection
David M. Mason, Jan W. H. Swanepoel
Electron. J. Statist. 9 (1), 1518-1539, (2015) DOI: 10.1214/15-EJS1049
KEYWORDS: kernel estimators, uniform in bandwidth, empirical process methods, mixed data, 60F15, 62G07, 62G08
Lijie Gu, Lijian Yang
Electron. J. Statist. 9 (1), 1540-1561, (2015) DOI: 10.1214/15-EJS1051
KEYWORDS: Confidence band, ‎kernel‎, link function, oracle efficiency, single-index, 62G08, 62G15
Arlene K. H. Kim, Harrison H. Zhou
Electron. J. Statist. 9 (1), 1562-1582, (2015) DOI: 10.1214/15-EJS1039
KEYWORDS: minimax lower bound, manifold estimation, convex hull testing, 62C25, 62G86, 65C50
Erin LeDell, Maya Petersen, Mark van der Laan
Electron. J. Statist. 9 (1), 1583-1607, (2015) DOI: 10.1214/15-EJS1035
KEYWORDS: AUC, Binary classification, confidence intervals, cross-validation, influence curve, influence function, machine learning, Model selection, ROC, variance estimation, 62G15, 62G05, 62G20
Xiaoqin Wang, Li Yin
Electron. J. Statist. 9 (1), 1608-1643, (2015) DOI: 10.1214/15-EJS1046
KEYWORDS: Net effect of treatment, pattern of net effects of treatments, point effect of treatment, constraint on point effects of treatments, treatment assignment condition, sequential causal inference, 62H12, 62H15, 62F03, 62F30
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