VOL. 12 · NO. 2 | 2018
Adam B. Kashlak
Electron. J. Statist. 12 (2), 2091-2113, (2018) DOI: 10.1214/18-EJS1440 Open Access
KEYWORDS: concentration inequality, generalized bootstrap, high dimensional confidence set, type and cotype
Chong Wang, Seung Jun Shin, Yichao Wu
Electron. J. Statist. 12 (2), 2114-2140, (2018) DOI: 10.1214/18-EJS1432 Open Access
KEYWORDS: Heteroscedasticity, kernel quantile regression, principal quantile regression, sufficient dimension reduction, 60K35
Taiji Suzuki
Electron. J. Statist. 12 (2), 2141-2192, (2018) DOI: 10.1214/18-EJS1399 Open Access
KEYWORDS: multiple kernel learning, fast learning rate, mini-max lower bound, regularization, generalization error bounds
Xin Zhang, Qing Mai
Electron. J. Statist. 12 (2), 2193-2216, (2018) DOI: 10.1214/18-EJS1449 Open Access
KEYWORDS: Dimension reduction, envelope models and methods, information criterion, Model selection
Raymundo Navarrete, Divakar Viswanath
Electron. J. Statist. 12 (2), 2217-2237, (2018) DOI: 10.1214/18-EJS1429 Open Access
Peter M. Aronow, Forrest W. Crawford, José R. Zubizarreta
Electron. J. Statist. 12 (2), 2238-2252, (2018) DOI: 10.1214/18-EJS1448 Open Access
KEYWORDS: dependency graph, oracle estimator, Variance estimate
Jérémie Bigot, Raúl Gouet, Thierry Klein, Alfredo López
Electron. J. Statist. 12 (2), 2253-2289, (2018) DOI: 10.1214/18-EJS1400 Open Access
KEYWORDS: Wasserstein space, Fréchet mean, barycenter of probability measures, Functional data analysis, density registration, phase and amplitude variability, smoothing, Minimax optimality, 62G08, 62G20
Trevor Campbell, Diana Cai, Tamara Broderick
Electron. J. Statist. 12 (2), 2290-2322, (2018) DOI: 10.1214/18-EJS1455 Open Access
KEYWORDS: Trait allocation, exchangeability, paintbox, probability function, Partition, feature allocation, graph, vertex allocation, edge exchangeability
Jean-Marc Bardet, Paul Doukhan
Electron. J. Statist. 12 (2), 2323-2354, (2018) DOI: 10.1214/18-EJS1459 Open Access
KEYWORDS: local stationarity, nonparametric estimation, central limit theorem, 62G05, 62M10, 60F05
Snigdha Panigrahi, Jonathan Taylor
Electron. J. Statist. 12 (2), 2355-2400, (2018) DOI: 10.1214/18-EJS1452 Open Access
KEYWORDS: Approximate posterior, Bayesian inference, randomized queries, selective posterior, truncated likelihood
Federica Giummolè, Valentina Mameli
Electron. J. Statist. 12 (2), 2401-2429, (2018) DOI: 10.1214/18-EJS1454 Open Access
KEYWORDS: $\alpha $-connection, Fisher metric, Kullback-Leibler divergence, monotone and regular divergence, predictive density, scoring rule, weighted scoring rule, 62M20, 60G25
Anna Klimova, Tamás Rudas
Electron. J. Statist. 12 (2), 2430-2453, (2018) DOI: 10.1214/18-EJS1453 Open Access
KEYWORDS: algebraic variety, Contingency table, independence, Log-linear model, maximum likelihood estimation, overall effect, relational model
Alessandro Baldi Antognini, Alessandro Vagheggini, Maroussa Zagoraiou, Marco Novelli
Electron. J. Statist. 12 (2), 2454-2481, (2018) DOI: 10.1214/18-EJS1458 Open Access
KEYWORDS: asymptotic inference, efficient randomized adaptive design, ethics, power, sequential allocations, 62L05, 62K05, 62G20
Ester Mariucci, Markus Reiß
Electron. J. Statist. 12 (2), 2482-2514, (2018) DOI: 10.1214/18-EJS1456 Open Access
KEYWORDS: Lévy processes, Wasserstein distance, Total variation, Toscani-Fourier distance, statistical lower bound, 60G51, 62M99, 60E07
Patrick Zimmerman, Glen Meeden
Electron. J. Statist. 12 (2), 2515-2536, (2018) DOI: 10.1214/18-EJS1461 Open Access
KEYWORDS: finite population sampling, stratification, prior information, stepwise Bayes, 62D05, 62F15
Horia Mania, Aaditya Ramdas, Martin J. Wainwright, Michael I. Jordan, Benjamin Recht
Electron. J. Statist. 12 (2), 2537-2577, (2018) DOI: 10.1214/18-EJS1437 Open Access
KEYWORDS: Mallows kernel, Kendall kernel, polynomial kernel, representation theory, Fourier analysis, Symmetric group
Holger Dette, Josua Gösmann
Electron. J. Statist. 12 (2), 2578-2636, (2018) DOI: 10.1214/18-EJS1464 Open Access
KEYWORDS: High dimensional time series, Change point analysis, CUSUM, relevant changes, precise hypotheses, physical dependence measure, 62M10, 62F05, 62G10
Fang Han, Tianchen Qian
Electron. J. Statist. 12 (2), 2637-2708, (2018) DOI: 10.1214/18-EJS1462 Open Access
KEYWORDS: Weighted U-statistics, nondegeneracy, bootstrap inference, data heterogeneity, rank correlation, average-precision correlation, 62E20
Cheng Wang, Binyan Jiang
Electron. J. Statist. 12 (2), 2709-2742, (2018) DOI: 10.1214/18-EJS1469 Open Access
KEYWORDS: Dimension effect, linear discriminant analysis, Random matrix theory, regularized linear discriminant analysis
Paavo Sattler, Markus Pauly
Electron. J. Statist. 12 (2), 2743-2805, (2018) DOI: 10.1214/18-EJS1465 Open Access
KEYWORDS: approximations, High-dimensional data, Quadratic forms, repeated measures, split-plot designs
Stephan Clémençon, Albert Thomas
Electron. J. Statist. 12 (2), 2806-2872, (2018) DOI: 10.1214/18-EJS1474 Open Access
KEYWORDS: Anomaly ranking, unsupervised learning, bootstrap, M-estimation
Bruno Ebner, Norbert Henze, Michael A. Klatt, Klaus Mecke
Electron. J. Statist. 12 (2), 2873-2904, (2018) DOI: 10.1214/18-EJS1467 Open Access
KEYWORDS: Poisson point process, geometric functionals, nonparametric methods, threshold procedure, astroparticle physics
Matteo Barigozzi, Christian Brownlees, Gábor Lugosi
Electron. J. Statist. 12 (2), 2905-2929, (2018) DOI: 10.1214/18-EJS1478 Open Access
KEYWORDS: Partial correlation networks, Random graphs, power-law
Yann Ollivier
Electron. J. Statist. 12 (2), 2930-2961, (2018) DOI: 10.1214/18-EJS1468 Open Access
KEYWORDS: Statistical learning, natural gradient, Kalman filter, Stochastic gradient descent, 68T05, 65K10, 93E35, 90C26, 93E11, 49M15
Hanxiang Peng, Anton Schick
Electron. J. Statist. 12 (2), 2962-2994, (2018) DOI: 10.1214/18-EJS1471 Open Access
KEYWORDS: Irregular and estimated constraints, nuisance parameters, empirical likelihood ratio tests, uniform local asymptotic normality condition, 62G05, 62G10, 62G20
Badr-Eddine Chérief-Abdellatif, Pierre Alquier
Electron. J. Statist. 12 (2), 2995-3035, (2018) DOI: 10.1214/18-EJS1475 Open Access
KEYWORDS: Mixture models, frequentist evaluation of Bayesian methods, variational approximations, Model selection, 62F12, 65C60, 62F15, 62F35
Charles Bouveyron, Pierre Latouche, Pierre-Alexandre Mattei
Electron. J. Statist. 12 (2), 3036-3070, (2018) DOI: 10.1214/18-EJS1450 Open Access
KEYWORDS: principal components, Sparsity, unsupervised learning, Variable selection
Le Li, Benjamin Guedj, Sébastien Loustau
Electron. J. Statist. 12 (2), 3071-3113, (2018) DOI: 10.1214/18-EJS1479 Open Access
KEYWORDS: Online clustering, quasi-Bayesian learning, minimax regret bounds, reversible jump Markov chain Monte Carlo, 62L12, 62C10, 62C20, 62L20
Nikolai N. Leonenko, Murad S. Taqqu, Gyorgy H. Terdik
Electron. J. Statist. 12 (2), 3114-3146, (2018) DOI: 10.1214/18-EJS1473 Open Access
KEYWORDS: Astronomy, cosmic variance, Laplace-Beltrami model, Rosenblatt distribution, 62M30, 60G60, 60F05
Jonathan Acosta, Ronny Vallejos
Electron. J. Statist. 12 (2), 3147-3180, (2018) DOI: 10.1214/18-EJS1460 Open Access
KEYWORDS: covariance function, Gaussian process, Spatial regression model, Increasing domain, Hypothesis testing, 62H11, 62J02, 62E20
Jean-François Coeurjolly, Frédéric Lavancier
Electron. J. Statist. 12 (2), 3181-3203, (2018) DOI: 10.1214/18-EJS1477 Open Access
KEYWORDS: determinantal point process, Georgii-Nguyen-Zessin formula, Gibbs point process, Laplace transform, 60G55, 82B21
Gilles Blanchard, Marc Hoffmann, Markus Reiß
Electron. J. Statist. 12 (2), 3204-3231, (2018) DOI: 10.1214/18-EJS1482 Open Access
KEYWORDS: linear inverse problems, truncated SVD, spectral cut-off, early stopping, discrepancy principle, adaptive estimation, Oracle inequalities, 65J20, 62G07
Bikram Karmakar, Ruth Heller, Dylan S. Small
Electron. J. Statist. 12 (2), 3232-3253, (2018) DOI: 10.1214/18-EJS1476 Open Access
KEYWORDS: classification and regression trees, effect modification, sensitivity analysis, simultaneous testing, treatment effect
Valeriy Avanesov, Nazar Buzun
Electron. J. Statist. 12 (2), 3254-3294, (2018) DOI: 10.1214/18-EJS1484 Open Access
KEYWORDS: multiscale, bootstrap, structural change, critical value, precision matrix, 62M10, 62H15, 91B84, 62P10
Xin Wang, Vivekananda Roy
Electron. J. Statist. 12 (2), 3295-3311, (2018) DOI: 10.1214/18-EJS1481 Open Access
KEYWORDS: central limit theorem, Data augmentation, drift condition, geometric rate, Markov chain, posterior propriety, 60J05, 62F15
Yinchu Zhu, Jelena Bradic
Electron. J. Statist. 12 (2), 3312-3364, (2018) DOI: 10.1214/18-EJS1443 Open Access
Alan Benson, Nial Friel
Electron. J. Statist. 12 (2), 3365-3396, (2018) DOI: 10.1214/18-EJS1418 Open Access
KEYWORDS: adaptive MCMC, Changepoint detection, large datasets
Ying Liu, James M. Flegal
Electron. J. Statist. 12 (2), 3397-3442, (2018) DOI: 10.1214/18-EJS1483 Open Access
KEYWORDS: batch means, Confidence regions, covariance matrix estimation, long run variance, Markov chain, Monte Carlo, strong consistency, 60J22, 62F15
Pierre C. Bellec, Arnak S. Dalalyan, Edwin Grappin, Quentin Paris
Electron. J. Statist. 12 (2), 3443-3472, (2018) DOI: 10.1214/18-EJS1457 Open Access
KEYWORDS: semi-supervised learning, Sparsity, Lasso, Oracle inequality, Transductive learning, high-dimensional regression, 62H30, 62G08
Lionel Riou-Durand, Nicolas Chopin
Electron. J. Statist. 12 (2), 3473-3518, (2018) DOI: 10.1214/18-EJS1485 Open Access
Eunho Yang, Aurélie C. Lozano, Aleksandr Aravkin
Electron. J. Statist. 12 (2), 3519-3553, (2018) DOI: 10.1214/18-EJS1470 Open Access
KEYWORDS: Lasso, robust estimation, high-dimensional variable selection, Sparse learning
Brian D. Segal, Michael R. Elliott, Thomas Braun, Hui Jiang
Electron. J. Statist. 12 (2), 3554-3600, (2018) DOI: 10.1214/18-EJS1487 Open Access
KEYWORDS: Additive models, semiparametric regression, clustered data, 62G08, 62P10
Zhengling Qi, Yufeng Liu
Electron. J. Statist. 12 (2), 3601-3638, (2018) DOI: 10.1214/18-EJS1480 Open Access
KEYWORDS: Precision medicine, multiple treatments, kernel learning, prescriptive variable selection
Marwa Khalil, Ciprian A. Tudor
Electron. J. Statist. 12 (2), 3639-3672, (2018) DOI: 10.1214/18-EJS1488 Open Access
KEYWORDS: fractional Brownian motion, Stochastic wave equation, Quadratic Variation, Stein-Malliavin calculus, central limit theorem, Almost sure Central Limit Theorem, Hurst parameter estimation, 60G15, 60H05, 60G18
Martin Slawski
Electron. J. Statist. 12 (2), 3673-3712, (2018) DOI: 10.1214/18-EJS1486 Open Access
Gilles Blanchard, Alexandra Carpentier, Maurilio Gutzeit
Electron. J. Statist. 12 (2), 3713-3735, (2018) DOI: 10.1214/18-EJS1472 Open Access
KEYWORDS: minimax hypothesis testing, Gaussian sequence model, nonasymptotic minimax separation rate, 60K35
François Bachoc, Gilles Blanchard, Pierre Neuvial
Electron. J. Statist. 12 (2), 3736-3757, (2018) DOI: 10.1214/18-EJS1490 Open Access
KEYWORDS: Inference post model-selection, confidence intervals, PoSI constants, Linear regression, high-dimensional inference, Sparsity, restricted isometry property, 62J05, 62J15, 62F25
Werner Ehm, Fabian Krüger
Electron. J. Statist. 12 (2), 3758-3793, (2018) DOI: 10.1214/18-EJS1495 Open Access
KEYWORDS: Comparative forecast evaluation, Hypothesis testing, Randomization, 62G09, 62G10, 62M20
Andreas Anastasiou
Electron. J. Statist. 12 (2), 3794-3828, (2018) DOI: 10.1214/18-EJS1492 Open Access
KEYWORDS: Multi-parameter maximum likelihood estimation, Multivariate normal approximation, Stein’s method, 62F12, 62E17
Shubhanshu Shekhar, Tara Javidi
Electron. J. Statist. 12 (2), 3829-3874, (2018) DOI: 10.1214/18-EJS1497 Open Access
KEYWORDS: Gaussian processes, Bandits, Bayesian optimization
Łukasz Lenart
Electron. J. Statist. 12 (2), 3875-3907, (2018) DOI: 10.1214/18-EJS1503 Open Access
KEYWORDS: Generalized subsampling procedure, non-stationary time series, subsampling consistency, almost periodically correlated time series, 62G09, 62G20, 62M10
Jianqing Fan, Han Liu, Weichen Wang, Ziwei Zhu
Electron. J. Statist. 12 (2), 3908-3952, (2018) DOI: 10.1214/18-EJS1466 Open Access
KEYWORDS: Multiple sourcing, batch effect, semiparametric factor model, Principal Component Analysis, brain image network
Ismaël Castillo, Romain Mismer
Electron. J. Statist. 12 (2), 3953-4001, (2018) DOI: 10.1214/18-EJS1494 Open Access
KEYWORDS: Convergence rates of posterior distributions, spike and slab, spike and slab LASSO, Empirical Bayes, 62G20
Matthew Jones, Michael Goldstein, Philip Jonathan, David Randell
Electron. J. Statist. 12 (2), 4002-4031, (2018) DOI: 10.1214/18-EJS1496 Open Access
KEYWORDS: Bayesian uncertainty analysis, emulation, sequential experimental design, decision support, remote sensing, uncertainty quantification
Betsabé G. Blas Achic, Tianying Wang, Ya Su, Victor Kipnis, Kevin Dodd, Raymond J. Carroll
Electron. J. Statist. 12 (2), 4032-4056, (2018) DOI: 10.1214/18-EJS1489 Open Access
KEYWORDS: Categorization, differential misclassification, epidemiology practice, Inverse problems, measurement error
Antoine Usseglio-Carleve
Electron. J. Statist. 12 (2), 4057-4093, (2018) DOI: 10.1214/18-EJS1499 Open Access
KEYWORDS: elliptical distribution, extreme quantiles, Extreme value theory, Haezendonck-Goovaerts risk measures, heavy-tailed distributions, $L_{p}-$quantiles, 62H12, 60E05, 62G32
Marc Ditzhaus, Arnold Janssen
Electron. J. Statist. 12 (2), 4094-4137, (2018) DOI: 10.1214/18-EJS1502 Open Access
KEYWORDS: Nonparametric sparse signals, infinitely divisible distribution, detection boundary and regions, Tukey’s higher criticism, Le Cam’s local asymptotic normality, 62G10, 62G20, 62G32
Aidan Boland, Nial Friel, Florian Maire
Electron. J. Statist. 12 (2), 4138-4179, (2018) DOI: 10.1214/18-EJS1504 Open Access
KEYWORDS: Gibbs random fields, MCMC, exponential random graph models
Dragi Anevski, Vladimir Pastukhov
Electron. J. Statist. 12 (2), 4180-4208, (2018) DOI: 10.1214/18-EJS1507 Open Access
KEYWORDS: constrained inference, isotonic regression, limit distribution, 62F30, 62G20, 62G08
Éric Marchand, Abdolnasser Sadeghkhani
Electron. J. Statist. 12 (2), 4209-4238, (2018) DOI: 10.1214/18-EJS1493 Open Access
KEYWORDS: Additional information, $\alpha $-divergence loss, Bayes estimators, dominance, Duality, frequentist risk, Kullback-Leibler loss, multivariate normal, plug-in, predictive density, restricted parameter, skew-normal, variance expansion
T. Le Gouic, Q. Paris
Electron. J. Statist. 12 (2), 4239-4263, (2018) DOI: 10.1214/18-EJS1500 Open Access
KEYWORDS: clustering, K-means, stability
Jichong Chai, Tapan K. Nayak
Electron. J. Statist. 12 (2), 4264-4287, (2018) DOI: 10.1214/18-EJS1508 Open Access
KEYWORDS: Admissibility, Bayes factor, data utility, privacy breach, sufficiency of experiments, transition probability matrix, 62D05, 62B15
Isabella Verdinelli, Larry Wasserman
Electron. J. Statist. 12 (2), 4288-4312, (2018) DOI: 10.1214/18-EJS1510 Open Access
KEYWORDS: modes, clustering, mean-shift, 62H30, 62H86
Charles R. Doss, Guangwei Weng
Electron. J. Statist. 12 (2), 4313-4376, (2018) DOI: 10.1214/18-EJS1501 Open Access
KEYWORDS: level set estimation, highest density region estimation, kernel density estimator, Bandwidth selection, 62G07
Changryong Baek, Richard A. Davis, Vladas Pipiras
Electron. J. Statist. 12 (2), 4377-4411, (2018) DOI: 10.1214/18-EJS1518 Open Access
KEYWORDS: dynamic factor model, periodic vector autoregressive (PVAR) model, Dimension reduction, Adaptive LASSO, 62M10, 62H12, 62H20
Xin Wang, Vivekananda Roy
Electron. J. Statist. 12 (2), 4412-4439, (2018) DOI: 10.1214/18-EJS1506 Open Access
KEYWORDS: Data augmentation, drift condition, geometric ergodicity, GLMM, Haar PX-DA algorithm, Markov chains, posterior propriety, 60J05, 62F15
Damien Garreau, Sylvain Arlot
Electron. J. Statist. 12 (2), 4440-4486, (2018) DOI: 10.1214/18-EJS1513 Open Access
KEYWORDS: change-point detection, kernel methods, penalized least-squares, 62M10, 62G20
Agne Kazakeviciute, Malini Olivo
Electron. J. Statist. 12 (2), 4487-4516, (2018) DOI: 10.1214/18-EJS1514 Open Access
KEYWORDS: ‎classification‎, consistency, Functional data analysis, logistic classifier
Francesco Ortelli, Sara van de Geer
Electron. J. Statist. 12 (2), 4517-4570, (2018) DOI: 10.1214/18-EJS1519 Open Access
KEYWORDS: Total variation regularization, Lasso, Fused lasso, edge Lasso, path graph, branched path graph, tree, compatibility constant, Oracle inequality, Irrepresentable Condition, harmonic mean
Matthew Reimherr, Bharath Sriperumbudur, Bahaeddine Taoufik
Electron. J. Statist. 12 (2), 4571-4601, (2018) DOI: 10.1214/18-EJS1505 Open Access
KEYWORDS: Nonlinear regression, Functional data analysis, ‎reproducing kernel Hilbert ‎space, minimax convergence, 62G08, 62G20
Alice Parodi, Matthew Reimherr
Electron. J. Statist. 12 (2), 4602-4639, (2018) DOI: 10.1214/18-EJS1509 Open Access
KEYWORDS: Nonlinear regression, Variable selection, Functional data analysis, ‎reproducing kernel Hilbert ‎space, minimax convergence, 62G08, 62G20
Yixuan Qiu, Lingsong Zhang, Chuanhai Liu
Electron. J. Statist. 12 (2), 4640-4668, (2018) DOI: 10.1214/18-EJS1511 Open Access
KEYWORDS: confidence distribution, Empirical Bayes, Exact inference, inferential model, partial prior
Xiuqi Li, Subhashis Ghosal
Electron. J. Statist. 12 (2), 4669-4696, (2018) DOI: 10.1214/18-EJS1522 Open Access
KEYWORDS: Multiclass functional data, multinomial probit models, B-splines, Posterior contraction rate, discriminant analysis
Can M. Le, Keith Levin, Elizaveta Levina
Electron. J. Statist. 12 (2), 4697-4740, (2018) DOI: 10.1214/18-EJS1521 Open Access
KEYWORDS: Noisy networks, Stochastic block model, brain networks, EM algorithm, 62H12, 62H30, 62F12
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