VOL. 13 · NO. 1 | 2019
 
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Articles
Martin Slawski, Emanuel Ben-David
Electron. J. Statist. 13 (1), 1-36, (2019) DOI: 10.1214/18-EJS1498
KEYWORDS: Broken sample, entity resolution, record linkage, quadratic assignment problem, robust regression, 62J05, 62F35, 90C10
Yining Wang
Electron. J. Statist. 13 (1), 37-66, (2019) DOI: 10.1214/18-EJS1516
KEYWORDS: latent Dirichlet allocation, topic models, maximum likelihood, rates of convergence
Young K. Lee, Enno Mammen, Jens P. Nielsen, Byeong U. Park
Electron. J. Statist. 13 (1), 67-93, (2019) DOI: 10.1214/18-EJS1515
KEYWORDS: Structured nonparametric models, age-period-cohort model, Identifiability, B-splines, UK mesothelioma mortality, 62G08, 62G20
Peter Hoff, Chaoyu Yu
Electron. J. Statist. 13 (1), 94-119, (2019) DOI: 10.1214/18-EJS1517
KEYWORDS: Empirical Bayes, frequentist coverage, Ridge regression, shrinkage, Sparsity, 62J05
Mickael Albertus, Philippe Berthet
Electron. J. Statist. 13 (1), 120-165, (2019) DOI: 10.1214/18-EJS1526
KEYWORDS: Raking-ratio method, Empirical processes, strong approximation, nonparametric statistics, Auxiliary information, Sinkhorn algorithm, 62G30, 62G20, 60F05, 60F17
Liyuan Zhang, Kshitij Khare, Zeren Xing
Electron. J. Statist. 13 (1), 166-207, (2019) DOI: 10.1214/18-EJS1491
KEYWORDS: Data augmentation, Markov chain Monte Carlo, normal-Gamma model, Bayesian shrinakge, trace class operators, 60J05, 60J20, 33C10
Ery Arias-Castro, Andrew Ying
Electron. J. Statist. 13 (1), 208-230, (2019) DOI: 10.1214/18-EJS1512
KEYWORDS: Sparse mixtures, contamination model, rare effects, normal means model, higher criticism, scan statistic
Art B. Owen, Yury Maximov, Michael Chertkov
Electron. J. Statist. 13 (1), 231-254, (2019) DOI: 10.1214/18-EJS1527
Mamikon S. Ginovyan, Artur A. Sahakyan
Electron. J. Statist. 13 (1), 255-283, (2019) DOI: 10.1214/18-EJS1525
KEYWORDS: Lévy-driven continuous-time model, tapered data, smoothed periodogram, central limit theorem, nonparametric estimation, asymptotic normality, Toeplitz type quadratic functional, 62F12, 62G20, 60G10, 60F05
Su Chen, Stephen G. Walker
Electron. J. Statist. 13 (1), 284-309, (2019) DOI: 10.1214/18-EJS1529
KEYWORDS: Bayesian variable selection, spike and slab priors, high dimensional linear model, strong selection consistency, parallel computation
Imma Valentina Curato, Robert Stelzer
Electron. J. Statist. 13 (1), 310-360, (2019) DOI: 10.1214/18-EJS1523
KEYWORDS: Weak dependence, Lévy basis, generalized method of moments, Ornstein-Uhlenbeck type process, stochastic volatility, 60E07, 60G10, 60G51, 60G57, 62F12
Holger Dette, Maria Konstantinou, Kirsten Schorning, Josua Gösmann
Electron. J. Statist. 13 (1), 361-390, (2019) DOI: 10.1214/18-EJS1524
KEYWORDS: optimal design, hyperspherical harmonics, series estimation, $\Phi _{p}$-optimality, 62K05, 33C55
Binhuan Wang, Yixin Fang, Heng Lian, Hua Liang
Electron. J. Statist. 13 (1), 391-431, (2019) DOI: 10.1214/18-EJS1528
KEYWORDS: divide-and-conquer, homogeneity, Heterogeneity, oracle property, regression splines, 62G08, 62J99
Claudia Di Caterina, Giuliana Cortese, Nicola Sartori
Electron. J. Statist. 13 (1), 432-464, (2019) DOI: 10.1214/19-EJS1532
KEYWORDS: Censored data, nonignorable missing data, nuisance parameter, profile likelihood, two-index asymptotics, 62G20, asymptotic properties
Ben Dai, Junhui Wang
Electron. J. Statist. 13 (1), 465-488, (2019) DOI: 10.1214/19-EJS1531
KEYWORDS: empirical process, ranking, $U$-process, local smoothing, margin loss, SVM, 62F07, 62G20, 62H30, 62P30
Noirrit Kiran Chandra, Sourabh Bhattacharya
Electron. J. Statist. 13 (1), 489-535, (2019) DOI: 10.1214/19-EJS1535
KEYWORDS: Bayesian multiple testing, dependent hypotheses, False discovery rate, Kullback-Leibler, simulated annealing, TMCMC, 62F05, 62F15, 62C10
Hermine Biermé, Elena Di Bernardino, Céline Duval, Anne Estrade
Electron. J. Statist. 13 (1), 536-581, (2019) DOI: 10.1214/19-EJS1530
KEYWORDS: Test of Gaussianity, Gaussian and shot-noise fields, Excursion sets, Level sets, Euler characteristic, crossings, 60G60, 62F12, 62F03, 60G10
Jelena Bradic, Jiaqi Guo
Electron. J. Statist. 13 (1), 582-645, (2019) DOI: 10.1214/18-EJS1463
KEYWORDS: Left-censoring, P-values, Inference after model selection, Empirical processes, smoothing
Fan Yang, Rina Foygel Barber
Electron. J. Statist. 13 (1), 646-677, (2019) DOI: 10.1214/18-EJS1520
KEYWORDS: isotonic regression, contraction, data-adaptive band, Convergence rates, Density estimation, 62G08, 62G07
Marianna Pensky, Teng Zhang
Electron. J. Statist. 13 (1), 678-709, (2019) DOI: 10.1214/19-EJS1533
KEYWORDS: Time-varying network, dynamic stochastic block model, spectral clustering, adaptive estimation, 62F12, 05C80, 62H30
Matey Neykov
Electron. J. Statist. 13 (1), 710-746, (2019) DOI: 10.1214/19-EJS1537
KEYWORDS: Monotone single index models, isotonic regression, Lasso, Sparsity, high dimensional statistics
Luo Xiao
Electron. J. Statist. 13 (1), 747-794, (2019) DOI: 10.1214/19-EJS1541
KEYWORDS: Nonparametric regression, penalized splines, $L_{\infty }$ convergence, $L_{2}$ convergence, local asymptotics, rate optimality, 62G08, 62G20
Claire Brécheteau
Electron. J. Statist. 13 (1), 795-849, (2019) DOI: 10.1214/19-EJS1539
KEYWORDS: statistical test, subsampling, metric-measure spaces, distance to a measure, (Gromov)-Wasserstein distances, 62G10, 62G09
Qiuyan Zhang, Jiang Hu, Zhidong Bai
Electron. J. Statist. 13 (1), 850-881, (2019) DOI: 10.1214/19-EJS1542
KEYWORDS: likelihood ratio test, High-dimensional data, Hypothesis testing, Random matrix theory, 62H15, 62H10
Marc Ditzhaus, Arnold Janssen
Electron. J. Statist. 13 (1), 882-910, (2019) DOI: 10.1214/19-EJS1544
KEYWORDS: false discovery rate (FDR), moments of the false discovery proportion (FDP), multiple testing, adaptive Benjamini Hochberg methods, Storey estimator, $P$-values, 62G10, 62G20
Yue Zhao, Christian Genest
Electron. J. Statist. 13 (1), 911-984, (2019) DOI: 10.1214/19-EJS1534
KEYWORDS: copula, Dantzig selector, Kendall’s tau, Lasso, normal-score rank correlation, regression, Sparsity, $U$-statistic, van der Waerden correlation, 62F12, 62J02, 62H20, 62H99
Wanli Qiao, Wolfgang Polonik
Electron. J. Statist. 13 (1), 985-1030, (2019) DOI: 10.1214/19-EJS1543
KEYWORDS: extreme value distribution, Level sets, nonparametric surface estimation, integral curves, kernel density estimation, 62G20, 62G05
Hendrik P. Lopuhaä, Eni Musta
Electron. J. Statist. 13 (1), 1031-1098, (2019) DOI: 10.1214/19-EJS1550
KEYWORDS: Kernel estimator, $L_{p}$ loss, central limit theorem, smoothed Grenander-type estimator, isotonized kernel estimator, boundary corrections, Hellinger loss, testing monotonicity, 62G20, 62G10
Satoshi Kuriki, Henry P. Wynn
Electron. J. Statist. 13 (1), 1099-1134, (2019) DOI: 10.1214/19-EJS1546
KEYWORDS: D-optimality, Fourier regression, Hankel matrix, Möbius group, volume-of-tube method, weighted polynomial regression, 62K05
Danyang Huang, Wei Lan, Hao Helen Zhang, Hansheng Wang
Electron. J. Statist. 13 (1), 1135-1165, (2019) DOI: 10.1214/19-EJS1549
KEYWORDS: Large-scale social networks, Least squares estimation, network sampling, social interaction
Tobias Fissler, Johanna F. Ziegel
Electron. J. Statist. 13 (1), 1166-1211, (2019) DOI: 10.1214/19-EJS1552
KEYWORDS: consistency, decision theory, elicitability, Equivariance, homogeneity, M-estimation, order-sensitivity, point forecasts, scoring functions, translation invariance, 62C99, 62F07, 62G99, 91B06
Adel Javanmard, Hamid Javadi
Electron. J. Statist. 13 (1), 1212-1253, (2019) DOI: 10.1214/19-EJS1554
KEYWORDS: Inference in high-dimensional regression, Hypothesis testing, False discovery rate, Model selection, Lasso, debiased estimator, 62F03, 62J05, 62J07, 62F12
Fabian Spanhel, Malte S. Kurz
Electron. J. Statist. 13 (1), 1254-1291, (2019) DOI: 10.1214/19-EJS1547
KEYWORDS: Vine copula, pair-copula construction, simplifying assumption, partial vine copula, conditional copula
Kamel Lahouel, Donald Geman, Laurent Younes
Electron. J. Statist. 13 (1), 1292-1328, (2019) DOI: 10.1214/19-EJS1536
KEYWORDS: multiple testing, FWER, hierarchical testing, permutation tests, 62G10, 62G09
Sven Wang
Electron. J. Statist. 13 (1), 1329-1358, (2019) DOI: 10.1214/19-EJS1545
KEYWORDS: Nonparametric diffusion model, LAN property, parabolic PDE, 62M99
Eddie Aamari, Jisu Kim, Frédéric Chazal, Bertrand Michel, Alessandro Rinaldo, Larry Wasserman
Electron. J. Statist. 13 (1), 1359-1399, (2019) DOI: 10.1214/19-EJS1551
KEYWORDS: Geometric inference, reach, minimax risk, 62G05, 62C20, 68U05
Sévérien Nkurunziza, Kang Fu
Electron. J. Statist. 13 (1), 1400-1442, (2019) DOI: 10.1214/19-EJS1548
KEYWORDS: ADR, Change-point, drift-parameter, mean-reverting process, Ornstein-Uhleneck process, testing, SDE, shrinkage estimators, unrestricted estimator, 62F30, 62M02
Yuta Koike
Electron. J. Statist. 13 (1), 1443-1522, (2019) DOI: 10.1214/19-EJS1553
KEYWORDS: bootstrap, central limit theorem, Chernozhukov-Chetverikov-Kato theory, high-frequency data, Malliavin calculus, multiple testing, 60F05, 60H07, 62H15
Viktor Bengs, Hajo Holzmann
Electron. J. Statist. 13 (1), 1523-1579, (2019) DOI: 10.1214/19-EJS1555
KEYWORDS: adaptive estimation, Change-point estimation, limit theorem, nonparametric statistics, Lepski’s method, Z-estimation
Jessi Cisewski-Kehe, Grant Weller, Chad Schafer
Electron. J. Statist. 13 (1), 1580-1607, (2019) DOI: 10.1214/19-EJS1556
KEYWORDS: Approximate Bayesian Computation, Astrostatistics, computational statistics, dependent data
Luis G. León-Novelo, Terrance D. Savitsky
Electron. J. Statist. 13 (1), 1608-1645, (2019) DOI: 10.1214/19-EJS1538
KEYWORDS: Bayesian penalized B-splines, informative sampling, inclusion probabilities, NHANES, sampling weights, survey sampling
Norbert Christopeit, Michael Massmann
Electron. J. Statist. 13 (1), 1646-1693, (2019) DOI: 10.1214/19-EJS1558
KEYWORDS: Adaptive learning, Almost sure convergence, non-stationary regression, ordinary least squares, 62F10, 62H12, 62J05, 62M10, 91A26, 91B64, 91B84
J.R. Wishart
Electron. J. Statist. 13 (1), 1694-1716, (2019) DOI: 10.1214/19-EJS1557
KEYWORDS: Besov spaces, Brownian sheet, Deconvolution, Fourier analysis, Meyer wavelets, hyperbolic wavelet analysis, anisotropic, 62G08, 62G05, 62G20, 60J65, 65T60
Ying-Qi Zhao, Donglin Zeng, Catherine M. Tangen, Michael L. Leblanc
Electron. J. Statist. 13 (1), 1717-1743, (2019) DOI: 10.1214/19-EJS1540
KEYWORDS: Minimax linear decision, Biased sample, ‎classification‎, Individualized treatment rules, Personalized medicine
Fadoua Balabdaoui, Gabriella de Fournas-Labrosse, Jade Giguelay
Electron. J. Statist. 13 (1), 1744-1758, (2019) DOI: 10.1214/19-EJS1564
KEYWORDS: completely monotone, discrete distribution, $k$-monotone, Laguerre polynomials, Poisson model, species richness
Gaëlle Chagny, Thomas Laloë, Rémi Servien
Electron. J. Statist. 13 (1), 1759-1789, (2019) DOI: 10.1214/19-EJS1565
KEYWORDS: 62G05, 62G08, 62H12
Qian Qin, James P. Hobert, Kshitij Khare
Electron. J. Statist. 13 (1), 1790-1822, (2019) DOI: 10.1214/19-EJS1563
KEYWORDS: Data augmentation algorithm, Eigenvalues, Hilbert-Schmidt operator, Markov chain, Monte Carlo, 60J05
Timo Dimitriadis, Sebastian Bayer
Electron. J. Statist. 13 (1), 1823-1871, (2019) DOI: 10.1214/19-EJS1560
KEYWORDS: expected shortfall, joint elicitability, joint regression, M-estimation, Quantile regression
Shrijita Bhattacharya, Michael Kallitsis, Stilian Stoev
Electron. J. Statist. 13 (1), 1872-1925, (2019) DOI: 10.1214/19-EJS1561
KEYWORDS: Trimmed Hill, adaptive robustness, weighted sequential testing, minimax rate optimality, 62G32, 62G35, 62G30
Moulinath Banerjee, Cécile Durot
Electron. J. Statist. 13 (1), 1926-1977, (2019) DOI: 10.1214/19-EJS1559
KEYWORDS: cube-root asymptotics, distributed computing, isotonic regression, local minimax risk, superefficiency, 62G05, 62G20, 62G08, 62E20
Sohail Bahmani
Electron. J. Statist. 13 (1), 1978-2011, (2019) DOI: 10.1214/19-EJS1567
KEYWORDS: Nonlinear regression, Convex programming, PAC-Bayesian analysis, bilinear regression, 62F10, 90C25, 62P30
Shixiao Zhang, Peisong Han, Changbao Wu
Electron. J. Statist. 13 (1), 2012-2042, (2019) DOI: 10.1214/19-EJS1566
KEYWORDS: Auxiliary information, Biased sampling, empirical likelihood, missing at random, multiple robustness, observational study, treatment effect
Yuanbo Li, Xunze Zheng, Chun Yip Yau
Electron. J. Statist. 13 (1), 2043-2092, (2019) DOI: 10.1214/19-EJS1571
KEYWORDS: compound Poisson process, ergodicity, Genetic algorithm, minimum description length principle, multiple-threshold, piecewise modeling, 62M10
Hyeyoung Maeng, Piotr Fryzlewicz
Electron. J. Statist. 13 (1), 2093-2120, (2019) DOI: 10.1214/19-EJS1573
KEYWORDS: change-point detection, prediction, penalised spline, Functional linear regression
Lorenzo Fattorini, Marzia Marcheselli, Caterina Pisani, Luca Pratelli
Electron. J. Statist. 13 (1), 2121-2149, (2019) DOI: 10.1214/19-EJS1572
KEYWORDS: Marked populations, mark estimation, sampling, inverse distance weighting interpolator, design consistency, Monte Carlo study, 62G05, 62G20
Jonathan D. Mitchell, Elizabeth S. Allman, John A. Rhodes
Electron. J. Statist. 13 (1), 2150-2193, (2019) DOI: 10.1214/19-EJS1576
KEYWORDS: Hypothesis testing, singularity, Boundary, likelihood ratio statistic, chi-squared, phylogenomics, Coalescent, 62E17, 92D15
Gang Cheng, Yen-Chi Chen
Electron. J. Statist. 13 (1), 2194-2256, (2019) DOI: 10.1214/19-EJS1575
KEYWORDS: kernel density estimator, local polynomial regression, Level set, inverse regression, confidence set, bootstrap, 62G15, 62G09, 62G07, 62G08
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