VOL. 10 · NO. 2 | 2016
Special Section
Yannick Baraud
Electron. J. Statist. 10 (2), 1709-1728, (2016) DOI: 10.1214/15-EJS1055 Open Access
KEYWORDS: suprema of empirical processes, expectation bounds, VC type classes, Concentration inequalities, nonparametric estimation, 60E15, 62G05
Alexandre Belloni, Mathieu Rosenbaum, Alexandre B. Tsybakov
Electron. J. Statist. 10 (2), 1729-1750, (2016) DOI: 10.1214/15-EJS1095 Open Access
Chao Gao, Harrison H. Zhou
Electron. J. Statist. 10 (2), 1751-1806, (2016) DOI: 10.1214/15-EJS1048 Open Access
KEYWORDS: Bernstein-von Mises theorem, Bayes nonparametrics, Covariance matrix, 62G05, 62G20
Tristan Gray-Davies, Chris C. Holmes, François Caron
Electron. J. Statist. 10 (2), 1807-1828, (2016) DOI: 10.1214/15-EJS1032 Open Access
KEYWORDS: Bayesian nonparametrics, Composite likelihood, Plackett-Luce, Pólya tree, Dirichlet process mixtures
Ritwik Mitra, Cun-Hui Zhang
Electron. J. Statist. 10 (2), 1829-1873, (2016) DOI: 10.1214/16-EJS1120 Open Access
KEYWORDS: Group inference, asymptotic normality, relaxed projection, chi-squared distribution, bias correction, relaxed projection
Yiyuan She
Electron. J. Statist. 10 (2), 1874-1895, (2016) DOI: 10.1214/15-EJS1100 Open Access
KEYWORDS: Sparsity, thresholding, nonconvex optimization, Oracle inequalities, statistical algorithmic analysis, 62J07, 90C26, 68Q87
Luke A. Prendergast, Robert G. Staudte
Electron. J. Statist. 10 (2), 1896-1926, (2016) DOI: 10.1214/16-EJS1154 Open Access
KEYWORDS: Gini index, inequality measures, influence function, quantile density
Cristina Butucea, Rania Zgheib
Electron. J. Statist. 10 (2), 1927-1972, (2016) DOI: 10.1214/16-EJS1143 Open Access
KEYWORDS: Adaptive test, Covariance matrix, Goodness-of-fit tests, High-dimensional data, minimax separation rate, sharp asymptotic rate, U-statistic, 62G10, 62H15, 62G20
Paula Raña, Germán Aneiros, Juan Vilar, Philippe Vieu
Electron. J. Statist. 10 (2), 1973-1999, (2016) DOI: 10.1214/16-EJS1156 Open Access
KEYWORDS: functional data, bootstrap, Nonparametric regression, confidence intervals, $\alpha$-mixing, 62G08, 62G09, 62G20
Haeran Cho
Electron. J. Statist. 10 (2), 2000-2038, (2016) DOI: 10.1214/16-EJS1155 Open Access
KEYWORDS: change-point analysis, high-dimensional data analysis, CUSUM statistics, binary segmentation
Chunming Zhang, Xiao Guo, Yi Chai
Electron. J. Statist. 10 (2), 2039-2065, (2016) DOI: 10.1214/16-EJS1157 Open Access
KEYWORDS: Bregman divergence, exponential family, NP-dimensionality, sure screening, Variable selection, 62F35, 62F30, 62F12
Federico Camerlenghi, Claudio Macci, Elena Villa
Electron. J. Statist. 10 (2), 2066-2096, (2016) DOI: 10.1214/16-EJS1159 Open Access
KEYWORDS: Minkowski content, large deviations, Moderate deviations, random closed sets, Confidence regions, 62F12, 60F10, 60D05
Gérard Biau, Kevin Bleakley, David M. Mason
Electron. J. Statist. 10 (2), 2097-2123, (2016) DOI: 10.1214/16-EJS1164 Open Access
KEYWORDS: Change-point, statistical test, $U$-statistic
Mihai Giurcanu
Electron. J. Statist. 10 (2), 2124-2156, (2016) DOI: 10.1214/16-EJS1160 Open Access
KEYWORDS: regression models, high-dimensional inference, F-test, thresholding least-squares, residual-bootstrap, 62J05, 62E20
Gabriela Ciołek
Electron. J. Statist. 10 (2), 2157-2178, (2016) DOI: 10.1214/16-EJS1167 Open Access
KEYWORDS: bootstrap, Markov chains, regenerative processes, Nummelin splitting technique, empirical processes indexed by classes of functions, Entropy, robustness, Fréchet differentiability, 62G09, 62G20, 60J05
Antonio Lijoi, Pietro Muliere, Igor Prünster, Filippo Taddei
Electron. J. Statist. 10 (2), 2179-2203, (2016) DOI: 10.1214/16-EJS1165 Open Access
KEYWORDS: Bayesian nonparametrics, aggregate volatility, asymptotics, economic growth, Poisson-Dirichlet process, 62F15, 60G57, 91B62
Anatoli Juditsky, Arkadi Nemirovski
Electron. J. Statist. 10 (2), 2204-2242, (2016) DOI: 10.1214/16-EJS1170 Open Access
KEYWORDS: Hypothesis testing, Nonparametric testing, Composite hypothesis testing, Statistical applications of convex optimization, 62G10, 62C20, 62M02, 62M10, 90C25, 65K10
Frédéric Chazal, Pascal Massart, Bertrand Michel
Electron. J. Statist. 10 (2), 2243-2286, (2016) DOI: 10.1214/16-EJS1161 Open Access
KEYWORDS: Geometric inference, distance to measure, rates of convergence, 62G05, 62G30, 68U05, 62-07, 28A33
Preetam Nandy, Luca Weihs, Mathias Drton
Electron. J. Statist. 10 (2), 2287-2311, (2016) DOI: 10.1214/16-EJS1166 Open Access
KEYWORDS: test of independence, asymptotics, U-statistics, nonparametric correlation, Degeneracy, Hoeffding’s D, 62G10, 62G20, 62G30
Ting-Huei Chen, Wei Sun, Jason P. Fine
Electron. J. Statist. 10 (2), 2312-2328, (2016) DOI: 10.1214/16-EJS1169 Open Access
KEYWORDS: Folded-concave penalties, tuning parameter selection, Genome-wide association studies
Amit Moscovich, Boaz Nadler, Clifford Spiegelman
Electron. J. Statist. 10 (2), 2329-2354, (2016) DOI: 10.1214/16-EJS1172 Open Access
KEYWORDS: Continuous goodness-of-fit, Hypothesis testing, p-value computation, Rare-weak model, 62G10, 62G20, 62-04
Hajo Holzmann, Bernhard Klar
Electron. J. Statist. 10 (2), 2355-2371, (2016) DOI: 10.1214/16-EJS1173 Open Access
KEYWORDS: M-estimator, expectiles, convergence to stable distributions, asymptotic normality, uniform central limit theorem
Hannu Oja, Davy Paindaveine, Sara Taskinen
Electron. J. Statist. 10 (2), 2372-2419, (2016) DOI: 10.1214/16-EJS1174 Open Access
KEYWORDS: distribution-free tests, independent component models, rank tests, singular information matrices, tests for multivariate independence, uniform local asymptotic normality, 62G10, 62H15, 62G35
Long Feng, Fasheng Sun
Electron. J. Statist. 10 (2), 2420-2434, (2016) DOI: 10.1214/16-EJS1176 Open Access
KEYWORDS: asymptotic normality, High-dimensional data, large $p$, small $n$, spatial median, spatial-sign test, scalar-invariance, 62H15, 62H11, 62G35
Giovanni M. Marchetti, Nanny Wermuth
Electron. J. Statist. 10 (2), 2435-2460, (2016) DOI: 10.1214/16-EJS1175 Open Access
KEYWORDS: Central symmetry, linear in probability models, log-linear models, multivariate logistic models, median-dichotomization, orthant probabilities, odd-order interactions, 62E10, 62H17, 62H20
Joris Chau, Rainer von Sachs
Electron. J. Statist. 10 (2), 2461-2510, (2016) DOI: 10.1214/16-EJS1181 Open Access
KEYWORDS: spectral analysis, replicated time series, functional mixed effects model, wavelet thresholding, between-curve correlation, nonparametric confidence sets
Hsin-wen Chang, Ian W. McKeague
Electron. J. Statist. 10 (2), 2511-2536, (2016) DOI: 10.1214/16-EJS1180 Open Access
KEYWORDS: Crossing survival/hazard functions, Order restricted inference, Survival analysis, two-sample problem, 62G30, 62G10, 62N03, 62G20
Yoshiyuki Ninomiya, Shuichi Kawano
Electron. J. Statist. 10 (2), 2537-2560, (2016) DOI: 10.1214/16-EJS1179 Open Access
KEYWORDS: Convexity lemma, information criterion, Kullback-Leibler divergence, statistical asymptotic theory, tuning parameter, Variable selection, 62J07, 62J12, 62E20, 62F12
Anna E. Dudek
Electron. J. Statist. 10 (2), 2561-2583, (2016) DOI: 10.1214/16-EJS1182 Open Access
KEYWORDS: block bootstrap, consistency, Fourier coefficients of mean and autocovariance functions, periodic triangular array, 62G09, 62M10, 94A12, 62P30, 94A13
Lukas Steinberger
Electron. J. Statist. 10 (2), 2584-2640, (2016) DOI: 10.1214/16-EJS1186 Open Access
KEYWORDS: high-dimensional linear regression, F-test, multiple hypothesis testing, large-$p$ asymptotics, 62F03, 62F05, 62J05, 60F05, 60B20
James Sharpnack, Ery Arias-Castro
Electron. J. Statist. 10 (2), 2641-2684, (2016) DOI: 10.1214/16-EJS1188 Open Access
KEYWORDS: sensor networks, image processing, multiscale detection, scan statistic, suprema of Gaussian random fields, 62G10, 62M40, 60G32
Olivier Lopez, Xavier Milhaud, Pierre-E. Thérond
Electron. J. Statist. 10 (2), 2685-2716, (2016) DOI: 10.1214/16-EJS1189 Open Access
KEYWORDS: Survival analysis, Censoring, regression tree, Model selection, insurance, 62N01, 62N02, 62G08, 91B30, 97M30
Dong Xia, Vladimir Koltchinskii
Electron. J. Statist. 10 (2), 2717-2745, (2016) DOI: 10.1214/16-EJS1192 Open Access
KEYWORDS: quantum state tomography, low rank, density matrix, Schatten $p$-norms, Kullback-Leibler divergence, von Neumann entropy, 62J99, 81P50, 62H12
Lijun Peng, Luis Carvalho
Electron. J. Statist. 10 (2), 2746-2779, (2016) DOI: 10.1214/16-EJS1163 Open Access
KEYWORDS: Community detection, label non-identifiability, canonical remapping, centroid estimation
Gilles Blanchard, Marek Flaska, Gregory Handy, Sara Pozzi, Clayton Scott
Electron. J. Statist. 10 (2), 2780-2824, (2016) DOI: 10.1214/16-EJS1193 Open Access
KEYWORDS: ‎classification‎, label noise, mixture proportion estimation, surrogate loss, consistency, 62H30, 68T10
Manoel Santos-Neto, Francisco José A. Cysneiros, Víctor Leiva, Michelli Barros
Electron. J. Statist. 10 (2), 2825-2855, (2016) DOI: 10.1214/16-EJS1187 Open Access
KEYWORDS: Birnbaum-Saunders distribution, Hypothesis testing, likelihood-based methods, local influence, Monte Carlo simulation, residuals, R software, 62J12, 62J20, 62F03
Somak Dutta, Debashis Mondal
Electron. J. Statist. 10 (2), 2856-2893, (2016) DOI: 10.1214/16-EJS1125 Open Access
KEYWORDS: Arsenic contamination, discrete cosine transform, fractional differencing, Hutchinson’s trace approximations, incomplete Cholesky, Lanczos algorithm, Long range dependence, power variogram, matrix-free computations, trust region method
Chengchun Shi, Rui Song, Wenbin Lu
Electron. J. Statist. 10 (2), 2894-2921, (2016) DOI: 10.1214/16-EJS1178 Open Access
KEYWORDS: Non-concave penalized likelihood, optimal treatment strategy, oracle property, Variable selection
Mattia Ciollaro, Christopher R. Genovese, Daren Wang
Electron. J. Statist. 10 (2), 2922-2972, (2016) DOI: 10.1214/16-EJS1198 Open Access
KEYWORDS: Modal clustering, pseudo-density, Gradient flow, Functional data analysis, 62G07, 62G86, 62G99
Zeng Li, Jianfeng Yao
Electron. J. Statist. 10 (2), 2973-3010, (2016) DOI: 10.1214/16-EJS1199 Open Access
KEYWORDS: sphericity test, large dimension, ultra-dimension, John’s test, Quasi-likelihood ratio test, 62H15, 62H10, 62F03
Xiaolong Zhong, Malay Ghosh
Electron. J. Statist. 10 (2), 3011-3044, (2016) DOI: 10.1214/16-EJS1201 Open Access
KEYWORDS: Bernstein-von Mises theorem, Cressie–Read divergence, exponentially tilted empirical likelihood
Daniel Nevo, Ya’acov Ritov
Electron. J. Statist. 10 (2), 3045-3062, (2016) DOI: 10.1214/16-EJS1205 Open Access
KEYWORDS: robust regression, high dimensional regression, Bayesian estimation, MCMC, 62J05, 62H12, 62F15
Khanh To Duc, Monica Chiogna, Gianfranco Adimari
Electron. J. Statist. 10 (2), 3063-3113, (2016) DOI: 10.1214/16-EJS1202 Open Access
KEYWORDS: Verification bias, missing at random, ROC surface analysis, true class fractions, 62C99, 62P10
Denis Belomestny, Fabienne Comte, Valentine Genon-Catalot
Electron. J. Statist. 10 (2), 3114-3152, (2016) DOI: 10.1214/16-EJS1203 Open Access
KEYWORDS: adaptive estimation, lower bounds, Model selection, Multiplicative censoring, projection estimator, 62G07
Yuan Zhang, Elizaveta Levina, Ji Zhu
Electron. J. Statist. 10 (2), 3153-3178, (2016) DOI: 10.1214/16-EJS1206 Open Access
KEYWORDS: Network communities, node features, joint detection
Ruiyan Luo, Xin Qi, Yanhong Wang
Electron. J. Statist. 10 (2), 3179-3216, (2016) DOI: 10.1214/16-EJS1204 Open Access
KEYWORDS: Function-on-function regression, wavelet transformation, signal compression, generalized eigenvalue problem, penalized least squares problem, 62J05
Special Section on Bayesian Nonparametrics
Subhashis Ghosal
Electron. J. Statist. 10 (2), 3217-3218, (2016) DOI: 10.1214/16-EJS102PRE Open Access
No abstract available
Pierpaolo De Blasi, Stephen G. Walker
Electron. J. Statist. 10 (2), 3219-3246, (2016) DOI: 10.1214/16-EJS1191 Open Access
KEYWORDS: nonparametric Bayesian inference, posterior asymptotics, Conditional density estimation, regression tree model, 62G20, 62G08
Weining Shen, Jing Ning, Ying Yuan
Electron. J. Statist. 10 (2), 3247-3264, (2016) DOI: 10.1214/16-EJS1183 Open Access
KEYWORDS: adaptive estimation, Dirichlet mixture prior, Independent component analysis, nonparametric Bayes, Posterior contraction rate
Antonio Canale, Matteo Ruggiero
Electron. J. Statist. 10 (2), 3265-3286, (2016) DOI: 10.1214/16-EJS1190 Open Access
KEYWORDS: Approximate Bayesian Computation, dependent processes, Dirichlet process, Interacting particle system, Moran model, Polya urn, prediction, 62G00, 62F15, 60J22
William Barcella, Maria De Iorio, Gianluca Baio, James Malone-Lee
Electron. J. Statist. 10 (2), 3287-3309, (2016) DOI: 10.1214/16-EJS1177 Open Access
KEYWORDS: Bayesian nonparametric, zero-inflated Poisson distribution, Dirichlet process mixture model, random partition model, clustering with covariates
Giulia Marcon, Simone A. Padoan, Isadora Antoniano-Villalobos
Electron. J. Statist. 10 (2), 3310-3337, (2016) DOI: 10.1214/16-EJS1162 Open Access
KEYWORDS: Generalised extreme value distribution, Extremal dependence, Angular measure, max-stable distribution, Bernstein polynomials, Bayesian nonparametrics, trans-dimensional MCMC, exchange rates, 62G05, 62G07, 62G32
Sarah Filippi, Chris C. Holmes, Luis E. Nieto-Barajas
Electron. J. Statist. 10 (2), 3338-3354, (2016) DOI: 10.1214/16-EJS1171 Open Access
KEYWORDS: Bayes nonparametrics, Contingency table, dependence measure, Hypothesis testing, mixture model, mutual information
Andrew Bean, Xinyi Xu, Steven MacEachern
Electron. J. Statist. 10 (2), 3355-3373, (2016) DOI: 10.1214/16-EJS1158 Open Access
Subharup Guha, Veerabhadran Baladandayuthapani
Electron. J. Statist. 10 (2), 3374-3424, (2016) DOI: 10.1214/16-EJS1184 Open Access
KEYWORDS: Dirichlet process, local clustering, Model-based clustering, nonparametric Bayes, Poisson-Dirichlet process
Lloyd T. Elliott, Yee Whye Teh
Electron. J. Statist. 10 (2), 3425-3451, (2016) DOI: 10.1214/16-EJS1197 Open Access
KEYWORDS: Bayesian nonparametrics, statistical genetics, HMMs, genetic imputation, TMRCA inference, haplotype inference, Population genetics, 62F15, 92D10
Omiros Papaspiliopoulos, Matteo Ruggiero, Dario Spanò
Electron. J. Statist. 10 (2), 3452-3489, (2016) DOI: 10.1214/16-EJS1194 Open Access
KEYWORDS: Bayesian nonparametrics, Dawson–Watanabe process, Dirichlet process, Duality, Fleming–Viot process, gamma random measure, 62M05, 62M20, 62G05, 60J60, 60G57
Diana Cai, Nathanael Ackerman, Cameron Freer
Electron. J. Statist. 10 (2), 3490-3515, (2016) DOI: 10.1214/16-EJS1185 Open Access
KEYWORDS: graphon, digraphon, Directed graph, exchangeable graph, nonparametric prior, network model, block model, 60G09, 05C20‎, 62F15, 62G05
Raffaele Argiento, Ilaria Bianchini, Alessandra Guglielmi
Electron. J. Statist. 10 (2), 3516-3547, (2016) DOI: 10.1214/16-EJS1168 Open Access
KEYWORDS: Bayesian nonparametric mixture models, normalized completely random measures, blocked Gibbs sampler, finite dimensional approximation
Yordan P. Raykov, Alexis Boukouvalas, Max A. Little
Electron. J. Statist. 10 (2), 3548-3578, (2016) DOI: 10.1214/16-EJS1196 Open Access
KEYWORDS: Bayesian nonparametrics, clustering, Gaussian mixture model, 62F15, 62G86
Haiming Zhou, Xianzheng Huang
Electron. J. Statist. 10 (2), 3579-3620, (2016) DOI: 10.1214/16-EJS1210 Open Access
KEYWORDS: Bandwidth selection, deconvoluting kernel, Fourier transform, local mode, mean-shift algorithm, 62G08, 62G20
Senniang Chen, Cindy L. Yu
Electron. J. Statist. 10 (2), 3621-3647, (2016) DOI: 10.1214/16-EJS1208 Open Access
KEYWORDS: GMM, imputation, semiparametric quantile regression
Romain Azaïs, Aurélie Muller-Gueudin
Electron. J. Statist. 10 (2), 3648-3692, (2016) DOI: 10.1214/16-EJS1207 Open Access
KEYWORDS: cross-validation, jump rate, kernel method, nonparametric estimation, piecewise-deterministic Markov process, 62M05, 62G20, 60J25
Matthew Thorpe, Adam M. Johansen
Electron. J. Statist. 10 (2), 3693-3722, (2016) DOI: 10.1214/16-EJS1209 Open Access
KEYWORDS: asymptotics, $k$-means, Non-parametric regression, rates of convergence, variational methods, 62G20
Likai Chen, Wei Biao Wu
Electron. J. Statist. 10 (2), 3723-3751, (2016) DOI: 10.1214/16-EJS1213 Open Access
KEYWORDS: autoregressive models, Markov process, nonlinear time series, stationarity, functional dependence measure, invariance principle, 62M10, 62E20
Mengjie Chen, Chao Gao, Zhao Ren
Electron. J. Statist. 10 (2), 3752-3774, (2016) DOI: 10.1214/16-EJS1216 Open Access
KEYWORDS: robust statistics, Robust testing, Minimax rate, Density estimation, sparse linear regression, Trace regression, 62C20, 62G35, 62H12
Wenqian Qiao, Heng Lian, Min-ge Xie
Electron. J. Statist. 10 (2), 3775-3806, (2016) DOI: 10.1214/16-EJS1217 Open Access
KEYWORDS: Grouping property, hierarchical elastic net, hierarchical covariate tree, Variable selection
Subhadeep Paul, Yuguo Chen
Electron. J. Statist. 10 (2), 3807-3870, (2016) DOI: 10.1214/16-EJS1211 Open Access
KEYWORDS: Community detection, consistency, Minimax rates, multi-layer networks, consistency thresholds, stochastic blockmodel, 62G20
Lucio Barabesi, Andrea Cerasa, Andrea Cerioli, Domenico Perrotta
Electron. J. Statist. 10 (2), 3871-3893, (2016) DOI: 10.1214/16-EJS1214 Open Access
KEYWORDS: Heavy tails and point mass at zero, international trade, Positive Linnik distribution, subordination of Lévy processes, tempering, Tweedie distribution, 62E15, 60E07, 62P20
Jelena Bradic
Electron. J. Statist. 10 (2), 3894-3944, (2016) DOI: 10.1214/16-EJS1212 Open Access
KEYWORDS: Lasso, LAD, efficiency, robustness, Sparsity, AMP, 62G35, 62J07, 60F05
Farid El Ktaibi, B. Gail Ivanoff
Electron. J. Statist. 10 (2), 3945-3985, (2016) DOI: 10.1214/16-EJS1215 Open Access
KEYWORDS: Causal linear process, sequential empirical process, Change-point, 62M10, 62G10, 62G30, 60F17
Erlis Ruli, Nicola Sartori, Laura Ventura
Electron. J. Statist. 10 (2), 3986-4009, (2016) DOI: 10.1214/16-EJS1218 Open Access
KEYWORDS: Asymptotic expansions for integrals, Bayes factor, conditional minimisation, integrated likelihood, normalising constant, numerical integration
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