VOL. 15 · NO. 1 | 2021
 
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Articles
Patrice Bertail, Anna E. Dudek
Electron. J. Statist. 15 (1), 1-36, (2021) DOI: 10.1214/20-EJS1787
KEYWORDS: bootstrap, empirical process, Fréchet differentiability, influence function, second order correctness, spectral density function, spectral measure, 62F40, 62G09, 62G20
Ludwig Baringhaus, Rudolf Grübel
Electron. J. Statist. 15 (1), 37-70, (2021) DOI: 10.1214/20-EJS1795
KEYWORDS: mixture distribution, chi-squared distribution families, barycenter convexity, Fisher information, Asymptotic efficiency, estimation of mixing probabilities, EM algorithm, 60E05, 62G05
Abhishek Kaul, Stergios B. Fotopoulos, Venkata K. Jandhyala, Abolfazl Safikhani
Electron. J. Statist. 15 (1), 71-134, (2021) DOI: 10.1214/20-EJS1791
KEYWORDS: change point, inference, high dimension, Limiting distribution, 62F10, 62F12, 62F03
Tingting Zou, Ruitao Lin, Shurong Zheng, Guo-Liang Tian
Electron. J. Statist. 15 (1), 135-210, (2021) DOI: 10.1214/20-EJS1783
KEYWORDS: asymptotic normality, high-dimensional covariance matrices, power enhancement, Random matrix theory, 62H15, 62H10, 60E05
Yury A. Kutoyants, Li Zhou
Electron. J. Statist. 15 (1), 211-234, (2021) DOI: 10.1214/20-EJS1788
KEYWORDS: filter system, Parameter estimation, small noise asymptotics, One-step MLE-process, 62M05, 62F12
Ivan Panin
Electron. J. Statist. 15 (1), 235-281, (2021) DOI: 10.1214/20-EJS1793
KEYWORDS: Global sensitivity analysis, Sobol’ indices, polynomial chaos approximation, 62J10, 62J05, 65T40
Zacharie Naulet, Daniel M Roy, Ekansh Sharma, Victor Veitch
Electron. J. Statist. 15 (1), 282-325, (2021) DOI: 10.1214/20-EJS1789
KEYWORDS: Graphex processes, sparse random graphs, Tail-index, estimation, count statistics, bootstrap, 62F10, 60G55, 60G70
Dmitrii M. Ostrovskii, Francis Bach
Electron. J. Statist. 15 (1), 326-391, (2021) DOI: 10.1214/20-EJS1780
KEYWORDS: $M$-estimators, empirical risk minimization, fast rates, self-concordance, logistic regression, robustness, random design, 62F10, 62F12, 62F99, 90C90
Liang Wang, Dimitris N. Politis
Electron. J. Statist. 15 (1), 392-426, (2021) DOI: 10.1214/20-EJS1781
KEYWORDS: Non-additive regression model, model-free bootstrap, local bootstrap, bootstrap confidence interval, Heteroscedasticity
Clément Bénard, Gérard Biau, Sébastien Da Veiga, Erwan Scornet
Electron. J. Statist. 15 (1), 427-505, (2021) DOI: 10.1214/20-EJS1792
KEYWORDS: ‎classification‎, interpretability, rules, stability, random forests, 62G05, 62G35, 62G20, 62H30
Qi Wang, José E. Figueroa-López, Todd A. Kuffner
Electron. J. Statist. 15 (1), 506-553, (2021) DOI: 10.1214/20-EJS1794
KEYWORDS: Bernstein-von Mises theorem, semiparametric and high-frequency inference, Itô semimartingales, microstructure noise, 62M09, 62F15
Željko Kereta, Timo Klock
Electron. J. Statist. 15 (1), 554-588, (2021) DOI: 10.1214/20-EJS1782
KEYWORDS: Covariance matrix, finite sample bounds, Dimension reduction, rate of convergence, ordinary least squares, Single-index model, precision matrix, 62H12, 62J10, 62G08, 62G05, 62J12
Timo Klock, Alessandro Lanteri, Stefano Vigogna
Electron. J. Statist. 15 (1), 589-629, (2021) DOI: 10.1214/20-EJS1785
KEYWORDS: multi-index model, sufficient dimension reduction, Nonparametric regression, finite sample bounds, 62G05, 62G08, 62H99
Shih-Hao Huang, Mong-Na Lo Huang, Kerby Shedden
Electron. J. Statist. 15 (1), 630-649, (2021) DOI: 10.1214/20-EJS1786
KEYWORDS: Cost function, $D_{s}$-optimality, gold standard, group testing, mixed design, prevalence estimation, testing error rate, 62K05, 62P10
Michael Kohler, Adam Krzyżak
Electron. J. Statist. 15 (1), 650-690, (2021) DOI: 10.1214/20-EJS1774
KEYWORDS: Density estimation, imperfect models, $L_{1}$ error, surrogate models, uncertainty quantification, 62G07, 62P30
Karl Oskar Ekvall, Galin L. Jones
Electron. J. Statist. 15 (1), 691-721, (2021) DOI: 10.1214/21-EJS1800
KEYWORDS: Convergence complexity analysis, geometric ergodicity, Markov chain Monte Carlo, Bayesian vector autoregression, Gibbs sampler, 62F15, 62M10, 62M05
Ery Arias-Castro, Antoine Channarond, Bruno Pelletier, Nicolas Verzelen
Electron. J. Statist. 15 (1), 722-747, (2021) DOI: 10.1214/21-EJS1801
KEYWORDS: Latent positions, multidimensional scaling, graph embedding, graph distances, Random geometric graphs
Li Liu, Wen Su, Xingqiu Zhao
Electron. J. Statist. 15 (1), 748-772, (2021) DOI: 10.1214/21-EJS1799
KEYWORDS: Additive hazards model, high dimension, composite penalty, local coordinate descent algorithm, oracle property, 62N01, 62N02, 62F12
Ivan Kojadinovic, Ghislain Verdier
Electron. J. Statist. 15 (1), 773-829, (2021) DOI: 10.1214/21-EJS1798
KEYWORDS: Asymptotic validity results, dependent multiplier bootstrap, online monitoring, Resampling, threshold function estimation, 62E20, 62H15, 62G09
Christian Staerk, Maria Kateri, Ioannis Ntzoufras
Electron. J. Statist. 15 (1), 830-879, (2021) DOI: 10.1214/21-EJS1797
KEYWORDS: Extended Bayesian information criterion, High-dimensional data, Sparsity, stability selection, subset selection
Giovanni Pistone, Fabio Rapallo, Maria Piera Rogantin
Electron. J. Statist. 15 (1), 880-907, (2021) DOI: 10.1214/21-EJS1804
KEYWORDS: Algebraic statistics, Markov bases, Optimal transport, simulated annealing, 62R01 65C05 60K35, 62H17 62H05
Holger Drees, Anne Sabourin
Electron. J. Statist. 15 (1), 908-943, (2021) DOI: 10.1214/21-EJS1803
KEYWORDS: Dimension reduction, empirical risk minimization, multivariate extreme value analysis, multivariate regular variation, Principal Component Analysis, 62G32, 62H25
Holger Dette, Tim Kutta
Electron. J. Statist. 15 (1), 944-983, (2021) DOI: 10.1214/20-EJS1796
KEYWORDS: functional time series, relevant changes, Eigenfunctions, Eigenvalues, self-normalization, 62F05, 62M10
Sungkyu Jung
Electron. J. Statist. 15 (1), 984-1033, (2021) DOI: 10.1214/21-EJS1807
KEYWORDS: Bessel function, Struve function, projection index, von Mises distribution, 62H11, 62E20, 62R30
Tobias Fissler, Rafael Frongillo, Jana Hlavinová, Birgit Rudloff
Electron. J. Statist. 15 (1), 1034-1084, (2021) DOI: 10.1214/21-EJS1808
KEYWORDS: consistency, convex level sets, elicitability, Identifiability, M-estimation, prediction intervals, random sets, Vorob’ev quantiles, 62C05, 62F07, 91B06, 62H11
Qiyang Han
Electron. J. Statist. 15 (1), 1085-1153, (2021) DOI: 10.1214/21-EJS1811
KEYWORDS: Bayes nonparametrics, hierarchical priors, local Gaussianity, Trace regression, shape-restricted regression, covariance matrix estimation, detection of image boundary, intensity estimation of a Poisson point process, 62G20, 62G05
Oscar Hernan Madrid Padilla, Yi Yu, Daren Wang, Alessandro Rinaldo
Electron. J. Statist. 15 (1), 1154-1201, (2021) DOI: 10.1214/21-EJS1809
KEYWORDS: nonparametric, Kolmogorov–Smirnov statistic, CUSUM, Minimax optimality, phase transition, 62G05
Joon Kwon, Guillaume Lecué, Matthieu Lerasle
Electron. J. Statist. 15 (1), 1202-1227, (2021) DOI: 10.1214/21-EJS1814
KEYWORDS: robustness, heavy-tailed, 62F35, 60K35
Jessie Hendricks, Cedric Neumann, Christopher P. Saunders
Electron. J. Statist. 15 (1), 1228-1262, (2021) DOI: 10.1214/21-EJS1813
KEYWORDS: Approximate Bayesian Computation, Bayes factor, Forensic science, weight of evidence, receiver operating characteristic
Simon Clinet, Yoann Potiron
Electron. J. Statist. 15 (1), 1263-1327, (2021) DOI: 10.1214/21-EJS1805
KEYWORDS: cointegration, deflation, High frequency data, Itô-semimartingale, residual based test, truncation, unit root test, 62M99, 60G99, 62P05
Marc Hallin, Gilles Mordant, Johan Segers
Electron. J. Statist. 15 (1), 1328-1371, (2021) DOI: 10.1214/21-EJS1816
KEYWORDS: copula, elliptical distribution, Goodness-of-fit, group families, multivariate normality, Optimal transport, semi-discrete problem, skew-t distribution, Wasserstein distance
Baojiang Chen, Jing Qin, Ao Yuan
Electron. J. Statist. 15 (1), 1372-1394, (2021) DOI: 10.1214/21-EJS1810
KEYWORDS: AFT, Current status data, EM algorithm, misclassification, pool adjacent violator algorithm (PAVA), semiparametric, 62N99, 62N02
Qiyao Wang
Electron. J. Statist. 15 (1), 1395-1423, (2021) DOI: 10.1214/21-EJS1802
KEYWORDS: Sparse and irregular design, longitudinal studies, shrinkage estimator, asymptotic distribution
Arnaud Gloter, Nakahiro Yoshida
Electron. J. Statist. 15 (1), 1424-1472, (2021) DOI: 10.1214/20-EJS1777
KEYWORDS: degenerate diffusion, one-step estimator, quasi-maximum likelihood estimator
Jeong Min Jeon, Byeong U. Park, Ingrid Van Keilegom
Electron. J. Statist. 15 (1), 1473-1548, (2021) DOI: 10.1214/21-EJS1823
KEYWORDS: Additive model, smooth backfitting, Hilbertian response, incomplete response, mixed predictor, 62G08, 62G20
Kyoungjae Lee, Xuan Cao
Electron. J. Statist. 15 (1), 1549-1582, (2021) DOI: 10.1214/21-EJS1822
KEYWORDS: G-Wishart prior, strong graph selection consistency, posterior convergence rate
Vianney Debavelaere, Stanley Durrleman, Stéphanie Allassonnière
Electron. J. Statist. 15 (1), 1583-1609, (2021) DOI: 10.1214/21-EJS1827
KEYWORDS: stochastic approximation, Markovian dynamic, Subgeometric ergodicity, 62L20, 60J05, 90C15
Fang Chen, Xin He, Junhui Wang
Electron. J. Statist. 15 (1), 1610-1635, (2021) DOI: 10.1214/21-EJS1824
KEYWORDS: conditional distribution, consistency, parallel computing, RKHS, Sparse learning, 68Q32, 62G08, 62J07
Ujan Gangopadhyay, Gourab Mukherjee
Electron. J. Statist. 15 (1), 1636-1660, (2021) DOI: 10.1214/21-EJS1818
KEYWORDS: minimax risk, Sparsity, discrete priors, predictive density estimation, predictive inference, information loss, 62L20, 60F15, 60G42
Jiahua Chen, Pengfei Li, Jing Qin, Tao Yu
Electron. J. Statist. 15 (1), 1661-1694, (2021) DOI: 10.1214/21-EJS1817
KEYWORDS: Adjusted limiting distribution, Bartlett correction, correlated unordered pairs, likelihood ratio test, two-sample test, 62F03, 62F05
Christoph Schultheiss, Claude Renaux, Peter Bühlmann
Electron. J. Statist. 15 (1), 1695-1742, (2021) DOI: 10.1214/21-EJS1825
KEYWORDS: Group inference, High-dimensional data, Lasso, linear model, logistic regression, sample splitting, Variable selection
Vincent Margot, Jean-Patrick Baudry, Frederic Guilloux, Olivier Wintenberger
Electron. J. Statist. 15 (1), 1743-1782, (2021) DOI: 10.1214/21-EJS1806
KEYWORDS: consistency, Nonparametric regression, rule-based algorithm, data-dependent covering, interpretable learning, 62G05, 62G08, 62G20
Martin Kroll
Electron. J. Statist. 15 (1), 1783-1813, (2021) DOI: 10.1214/21-EJS1830
KEYWORDS: kernel density estimation, approximate local differential privacy, rates of convergence, adaptive estimation, Lepski’s method, 62G05, 68P25
Cian Naik, François Caron, Judith Rousseau
Electron. J. Statist. 15 (1), 1814-1868, (2021) DOI: 10.1214/21-EJS1819
KEYWORDS: Bayesian nonparametrics, completely random measures, Poisson random measures, networks, Random graphs, Sparsity, Point processes, 62F15, 05C80, 60G55
Kazuma Tsuji, Taiji Suzuki
Electron. J. Statist. 15 (1), 1869-1908, (2021) DOI: 10.1214/21-EJS1828
KEYWORDS: neural network, deep learning, Nonparametric regression, variable exponent Besov, adaptive approximation
Mei Li, Lingchen Kong, Zhihua Su
Electron. J. Statist. 15 (1), 1909-1950, (2021) DOI: 10.1214/21-EJS1829
KEYWORDS: Lasso, matrix-variate regression, Q-linear rate, risk bound, sGS-ADMM, 62J05, 62J12, 62F12, 90C25
Thomas Mroz, Sebastian Fuchs, Wolfgang Trutschnig
Electron. J. Statist. 15 (1), 1951-1992, (2021) DOI: 10.1214/21-EJS1832
KEYWORDS: pair-copula construction, simplifying assumption, conditional distribution, Markov kernel, Dependence
Yaguang Li, Wei Xu, Xin Gao
Electron. J. Statist. 15 (1), 1993-2028, (2021) DOI: 10.1214/21-EJS1831
KEYWORDS: undirected graph, regularization, statistical consistency, Model selection, random design, proximal operator, 62J07, 62J12, 62F12
Grzegorz Mika, Zbigniew Szkutnik
Electron. J. Statist. 15 (1), 2029-2059, (2021) DOI: 10.1214/21-EJS1835
KEYWORDS: Poisson inverse problems, Morozov discrepancy principle, regularization, adaptive estimation, 62G05, 93E10, 65J20, 45Q05
Frédéric Chazal, Clément Levrard, Martin Royer
Electron. J. Statist. 15 (1), 2060-2104, (2021) DOI: 10.1214/21-EJS1834
KEYWORDS: clustering, topological data analysis, quantization, 62H30
Daniel J. Eck, Charles J. Geyer
Electron. J. Statist. 15 (1), 2105-2156, (2021) DOI: 10.1214/21-EJS1815
KEYWORDS: Completion of exponential families, complete separation, logistic regression, generalized linear models, 62F10, 62F12, 60F15, 14R10, 54D35
Suofei Wu, Jan Hannig, Thomas C. M. Lee
Electron. J. Statist. 15 (1), 2157-2178, (2021) DOI: 10.1214/21-EJS1837
KEYWORDS: confidence intervals, Fiducial inference, High-dimensional data, model dimension selection
Clément Berenfeld, Marc Hoffmann
Electron. J. Statist. 15 (1), 2179-2223, (2021) DOI: 10.1214/21-EJS1826
KEYWORDS: Point clouds, manifold reconstruction, nonparametric estimation, Adaptive density estimation, kernel methods, Lepski’s method, 62C20, 62G05, 62G07
Kolyan Ray, Aad van der Vaart
Electron. J. Statist. 15 (1), 2224-2246, (2021) DOI: 10.1214/21-EJS1821
KEYWORDS: Bernstein–Von Mises, Dirichlet process, strong approximation, Bayesian nonparametrics, 62G20, 62G15, 60F17
Yan Liu, Minggen Lu, Christopher S. McMahan
Electron. J. Statist. 15 (1), 2247-2287, (2021) DOI: 10.1214/21-EJS1820
KEYWORDS: B-spline, Current status data, isotonic regression, partially linear additive transformation model, penalized estimation
Mark Holmes, Ivan Kojadinovic
Electron. J. Statist. 15 (1), 2288-2335, (2021) DOI: 10.1214/21-EJS1840
KEYWORDS: change-point detection, online monitoring, open-end procedures, sequential testing
Donniell E. Fishkind, Avanti Athreya, Lingyao Meng, Vince Lyzinski, Carey E. Priebe
Electron. J. Statist. 15 (1), 2336-2359, (2021) DOI: 10.1214/21-EJS1839
KEYWORDS: Rao-Blackwell, Lehmann-Scheffé, total correlation (graph), alignment strength, Graph matching, 62F10, 62B05
Alfredo Alegría, Pier Giovanni Bissiri, Galatia Cleanthous, Emilio Porcu, Philip White
Electron. J. Statist. 15 (1), 2360-2392, (2021) DOI: 10.1214/21-EJS1842
KEYWORDS: Bivariate climate data, matrix-valued covariance function, multivariate random field, nonparametric Bayes, Lp approximations, sphere
Jean-François Quessy, Mhamed Mesfioui
Electron. J. Statist. 15 (1), 2393-2429, (2021) DOI: 10.1214/21-EJS1836
KEYWORDS: Bivariate time series, tests of composite hypotheses, s-increasing stochastic orders, concordance order, empirical copula, serial multiplier, 60E15, 62G10
Thomas B. Berrett, László Györfi, Harro Walk
Electron. J. Statist. 15 (1), 2430-2453, (2021) DOI: 10.1214/21-EJS1845
KEYWORDS: 62G08, 62G20, 68P27, regression estimate, ‎classification‎, Local differential privacy, universal consistency
Xinwei Shen, Kani Chen, Wen Yu
Electron. J. Statist. 15 (1), 2454-2482, (2021) DOI: 10.1214/21-EJS1844
KEYWORDS: generalized linear models, Horvitz-Thompson estimator, local case-control sampling, model mis-specification, subsampling, 62D05, 62J12
Zhixin Zhou, Yizhe Zhu
Electron. J. Statist. 15 (1), 2483-2516, (2021) DOI: 10.1214/21-EJS1838
KEYWORDS: Sparse random tensor, spectral norm, hypergraph expander, tensor sparsification, 15B52, 60C05
Eric Beutner, Alexander Heinemann, Stephan Smeekes
Electron. J. Statist. 15 (1), 2517-2565, (2021) DOI: 10.1214/21-EJS1833
KEYWORDS: Conditional confidence intervals, parameter uncertainty, sample-splitting, prediction, Merging, 62M10, 62M20, 60G10, 60G25
Fabienne Comte, Nicolas Marie
Electron. J. Statist. 15 (1), 2566-2607, (2021) DOI: 10.1214/21-EJS1849
KEYWORDS: Bandwidth selection, Nonparametric kernel estimator, quotient estimator, regression model, 62G08, 62G05
Diaa Al Mohamad, Erik van Zwet, Aldo Solari, Jelle Goeman
Electron. J. Statist. 15 (1), 2608-2646, (2021) DOI: 10.1214/21-EJS1847
KEYWORDS: rankings, simple order, likelihood ratio test, Tukey’s HSD, 62F07, 62F03, 62F30
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