VOL. 15 · NO. 2 | 2021
Minwoo Chae, Pierpaolo De Blasi, Stephen G. Walker
Electron. J. Statist. 15 (2), 3635-3677, (2021) DOI: 10.1214/21-EJS1869 Open Access
KEYWORDS: Dirichlet process mixture, nonparametric Bayesian inference, posterior consistency, posterior convergence rate, Wasserstein metrics, 62F15, 62G20, 62G07
Wei Hu, Danyang Huang, Bingyi Jing, Bo Zhang
Electron. J. Statist. 15 (2), 3678-3707, (2021) DOI: 10.1214/21-EJS1872 Open Access
KEYWORDS: Large-scale network, multivariate spatial autoregression model, subsampling, least-squares estimation
Eni Musta, Ingrid Van Keilegom
Electron. J. Statist. 15 (2), 3708-3742, (2021) DOI: 10.1214/21-EJS1874 Open Access
KEYWORDS: cure models, logistic model, measurement error, simex algorithm, Survival analysis, 62N02
Arash A. Amini
Electron. J. Statist. 15 (2), 3743-3761, (2021) DOI: 10.1214/21-EJS1873 Open Access
KEYWORDS: kernel methods, 62C20, 62G20, 62G08, minimax estimation, Nonparametric regression, spectral truncation, Ridge regression
Florian Heinrichs, Holger Dette
Electron. J. Statist. 15 (2), 3762-3797, (2021) DOI: 10.1214/21-EJS1871 Open Access
KEYWORDS: Change point analysis, local stationary processes, Nonparametric regression
Dong Xia
Electron. J. Statist. 15 (2), 3798-3851, (2021) DOI: 10.1214/21-EJS1876 Open Access
KEYWORDS: Singular value decomposition, projection distance, Normal approximation, Random matrix theory, spectral perturbation, 62H10, 62H25, 62G20
Christian Gouriéroux, Yang Lu
Electron. J. Statist. 15 (2), 3852-3891, (2021) DOI: 10.1214/21-EJS1875 Open Access
KEYWORDS: Time reversibility bubble, Noncausal process, Discrete stable distribution, infinite server queue, 62M10, 60K25
Anas Barakat, Pascal Bianchi, Walid Hachem, Sholom Schechtman
Electron. J. Statist. 15 (2), 3892-3947, (2021) DOI: 10.1214/21-EJS1880 Open Access
KEYWORDS: stochastic approximation, dynamical systems, 60F99, 68T99, 34A12, 62L20, avoidance of traps, ADAM, Nesterov accelerated gradient, adaptive gradient methods with momentum
Jessie Hendricks, Cedric Neumann, Christopher P. Saunders
Electron. J. Statist. 15 (2), 3948-3950, (2021) DOI: 10.1214/21-EJS1886 Open Access
KEYWORDS: Approximate Bayesian Computation, Bayes factor, correction, Forensic science, fingerprint, weight of evidence, receiver operating characteristic
Philippe Gagnon
Electron. J. Statist. 15 (2), 3951-3995, (2021) DOI: 10.1214/21-EJS1877 Open Access
KEYWORDS: Bayesian statistics, large-sample asymptotics, Markov chain Monte Carlo methods, model averaging, Model selection, trans-dimensional samplers, Variable selection, weak convergence
Shuhao Jiao, Hernando Ombao
Electron. J. Statist. 15 (2), 3996-4026, (2021) DOI: 10.1214/21-EJS1882 Open Access
KEYWORDS: Functional registration, functional time series, (spherical)K-means clustering, nonlinear dimension reduction, prediction, Shape space, state-space model, 62R10, 37M10
Victoria P. Johnson
Electron. J. Statist. 15 (2), 4027-4060, (2021) DOI: 10.1214/21-EJS1866 Open Access
KEYWORDS: Block randomization, permuted block design, maximum tolerated imbalance, truncated binomial design, maximal procedure, 62K10, 62E15, 62L05
Yaqing Chen, Hans-Georg Müller
Electron. J. Statist. 15 (2), 4061-4084, (2021) DOI: 10.1214/21-EJS1883 Open Access
KEYWORDS: Time-varying density functions, Wasserstein metric, dynamics of income distributions, evolution of human mortality, 62G05, 62G20
Denis Allard, Dionisios T. Hristopulos, Thomas Opitz
Electron. J. Statist. 15 (2), 4085-4116, (2021) DOI: 10.1214/21-EJS1879 Open Access
KEYWORDS: Besag process, estimation, Leroux process, prediction, regularization, spatial covariance, 60K35, 62H11, 62M30, 62P12, 62P35
Pierre Monmarché
Electron. J. Statist. 15 (2), 4117-4166, (2021) DOI: 10.1214/21-EJS1888 Open Access
KEYWORDS: Markov chain Monte Carlo, Langevin diffusion, Wasserstein curvature, Hamiltonian Monte Carlo, 65C05
Wenxing Guo, Narayanaswamy Balakrishnan, Mengjie Bian
Electron. J. Statist. 15 (2), 4167-4191, (2021) DOI: 10.1214/21-EJS1895 Open Access
KEYWORDS: ‎matrix projection, reduced rank regression, Dimension reduction, High-dimensional data, multivariate linear regression model, 62F30, 62H12, 62J99
Yi Zhao, Brian Caffo, Xi Luo
Electron. J. Statist. 15 (2), 4192-4235, (2021) DOI: 10.1214/21-EJS1887 Open Access
KEYWORDS: covariance matrix estimation, generalized linear regression, Heteroscedasticity, shrinkage estimator, 62J99, 62H99
David Rossell, Piotr Zwiernik
Electron. J. Statist. 15 (2), 4236-4263, (2021) DOI: 10.1214/21-EJS1891 Open Access
KEYWORDS: 62H05, 62H20, 62H22, Partial correlation graph, elliptical distribution, transelliptical distribution, graphical models, multivariate total positivity
Yan Cui, Michael Levine, Zhou Zhou
Electron. J. Statist. 15 (2), 4264-4294, (2021) DOI: 10.1214/21-EJS1893 Open Access
KEYWORDS: Change points, Gaussian approximation, local stationarity, simultaneous confidence bands
Marcin Mider, Moritz Schauer, Frank van der Meulen
Electron. J. Statist. 15 (2), 4295-4342, (2021) DOI: 10.1214/21-EJS1894 Open Access
KEYWORDS: Chemical reaction network, data assimilation, diffusion bridge, Filtering, guided proposal, Lorenz system, Markov chain Monte Carlo, partial observations, stochastic heat equation on a graph, 60J60, 65C05, 62F15
Bilel Bousselmi, Jean-François Dupuy, Abderrazek Karoui
Electron. J. Statist. 15 (2), 4343-4383, (2021) DOI: 10.1214/21-EJS1897 Open Access
KEYWORDS: Poisson regression, asymptotic properties, missing data, regression calibration, multiple imputation, Augmented inverse probability weighting, simulations, 62J12, 62F12
Kyoungjae Lee, Lizhen Lin, David Dunson
Electron. J. Statist. 15 (2), 4384-4419, (2021) DOI: 10.1214/21-EJS1900 Open Access
KEYWORDS: Bayesian hypothesis test, covariance structure testing, modularization
Linquan Ma, Lan Liu, Wei Yang
Electron. J. Statist. 15 (2), 4420-4461, (2021) DOI: 10.1214/21-EJS1881 Open Access
KEYWORDS: Efficiency gain, EM-algorithm, envelope model, missing data, multivariate regression
Johannes Krebs, Benjamin Roycraft, Wolfgang Polonik
Electron. J. Statist. 15 (2), 4462-4509, (2021) DOI: 10.1214/21-EJS1898 Open Access
KEYWORDS: Binomial process, bootstrap, Čech complex, critical regime, Euler characteristics, functional central limit theorem, Normal approximation, Poisson process, Random geometric complexes, smooth bootstrap, Stochastic geometry, topological data analysis, weak convergence, 60F05, 62F40, 60B10, 60D05
Nimrod Segol, Boaz Nadler
Electron. J. Statist. 15 (2), 4510-4544, (2021) DOI: 10.1214/21-EJS1905 Open Access
KEYWORDS: EM algorithm, Gaussian mixture models, 62F10, 62F99
Wenli Shi, Subhashis Ghosal, Ryan Martin
Electron. J. Statist. 15 (2), 4545-4579, (2021) DOI: 10.1214/21-EJS1904 Open Access
KEYWORDS: high-dimensional inference, Gaussian graphical model, measurement error, Posterior contraction rate, Sparsity
Mohamed El Machkouri, Lucas Reding
Electron. J. Statist. 15 (2), 4580-4624, (2021) DOI: 10.1214/21-EJS1878 Open Access
KEYWORDS: Recursive estimator, asymptotic normality, quadratic mean error, Random fields, Strong mixing, Weak dependence, Density estimation, Regression estimation, Lindeberg’s method, m-dependence, physical dependence measure, 60G60, 62G20, 62G07, 62G08, 62G05
Dhruv Medarametla, Emmanuel Candès
Electron. J. Statist. 15 (2), 4625-4658, (2021) DOI: 10.1214/21-EJS1910 Open Access
KEYWORDS: distribution-free, nonparametric inference, median regression, Quantile regression, conformal inference, 62G08, 62G15
Stephan Clémençon, Myrto Limnios, Nicolas Vayatis
Electron. J. Statist. 15 (2), 4659-4717, (2021) DOI: 10.1214/21-EJS1907 Open Access
KEYWORDS: Bipartite ranking, Concentration inequalities, empirical risk minimization, generalization bounds, rank process, statistical learning theory, two-sample linear rank statistics, 62G99, 68Q32, 60E15, 62C12
Manon Costa, Sébastien Gadat
Electron. J. Statist. 15 (2), 4718-4769, (2021) DOI: 10.1214/21-EJS1908 Open Access
KEYWORDS: stochastic approximation, quantile and superquantile, non-asymptotic controls, diffusion approximation, 62L20, 60F05, 62P05
Johannes Buck, Claudia Klüppelberg
Electron. J. Statist. 15 (2), 4770-4822, (2021) DOI: 10.1214/21-EJS1903 Open Access
KEYWORDS: Graphical model, Bayesian network, Directed acyclic graph, Extreme value analysis, max-linear model, noisy model, regular variation, 60G70, 62F12, 62G32, 62H22
Emmanuel Caron, Jérôme Dedecker, Bertrand Michel
Electron. J. Statist. 15 (2), 4823-4867, (2021) DOI: 10.1214/21-EJS1885 Open Access
KEYWORDS: Nonparametric regression, Model selection, adaptive estimation, short memory, long memory, 62G05, 62M10, 60G22
Seongoh Park, Xinlei Wang, Johan Lim
Electron. J. Statist. 15 (2), 4868-4915, (2021) DOI: 10.1214/21-EJS1892 Open Access
KEYWORDS: convergence rate, Covariance matrix, dependent missing structure, element-wise maximum norm, inverse probability weighting, 62H12, 60E15
Luc Lehéricy
Electron. J. Statist. 15 (2), 4916-4965, (2021) DOI: 10.1214/21-EJS1890 Open Access
KEYWORDS: misspecified model, nonparametric statistics, maximum likelihood estimator, Model selection, Oracle inequality, Hidden Markov model, 62M09, 62G20, 62G35
David Azriel, Yosef Rinott
Electron. J. Statist. 15 (2), 4966-5013, (2021) DOI: 10.1214/21-EJS1901 Open Access
KEYWORDS: random covariates, Model selection, Mallows Cp, equivalent number of observations (ENO), GENO, transfer learning, overfitting, 62J99
Wenjia Wang
Electron. J. Statist. 15 (2), 5014-5066, (2021) DOI: 10.1214/21-EJS1912 Open Access
KEYWORDS: Gaussian process modeling, computer experiments, uncertainty quantification, Matérn correlation functions
Chiara Amorino
Electron. J. Statist. 15 (2), 5067-5116, (2021) DOI: 10.1214/21-EJS1913 Open Access
KEYWORDS: convergence rate, Non-parametric statistics, ergodic diffusion with jumps, Lévy driven SDE, Density estimation, 62G07, 62G20, 60J74
Xinglong Li, Trevor Campbell
Electron. J. Statist. 15 (2), 5117-5157, (2021) DOI: 10.1214/21-EJS1916 Open Access
KEYWORDS: truncation, Bayesian nonparametrics, edge-exchangeable, networks, Bayesian inference
Oskar Laverny, Esterina Masiello, Véronique Maume-Deschamps, Didier Rullière
Electron. J. Statist. 15 (2), 5158-5202, (2021) DOI: 10.1214/21-EJS1918 Open Access
KEYWORDS: Multivariate generalized gamma convolutions, estimation, Thorin’s measure, Laguerre’s basis, Infinite divisibility, 62H12, 60E07, 60E10
Pratyay Datta, Bodhisattva Sen
Electron. J. Statist. 15 (2), 5203-5244, (2021) DOI: 10.1214/21-EJS1914 Open Access
KEYWORDS: Asymptotic minimax testing, Brownian sheet, Kernel estimation, multivariate continuous white noise model, Hölder classes of functions, signal detection on hyperrectangles, 62G08, 62G86, 62C20
Gerda Claeskens, Emilie Devijver, Irène Gijbels
Electron. J. Statist. 15 (2), 5245-5282, (2021) DOI: 10.1214/21-EJS1917 Open Access
KEYWORDS: B-spline approximation, Nonlinear functional modeling, phase and amplitude variation, random effects, warping function, 62R10, 62F12
Xiaoping Shi, Shanshan Qin, Yuehua Wu
Electron. J. Statist. 15 (2), 5283-5309, (2021) DOI: 10.1214/21-EJS1906 Open Access
KEYWORDS: Robust detection, median decomposition, maxima test, scale invariant ratio, image filtering, 62P10, 62G10, 68U10
Shih-Ting Huang, Yannick Düren, Kristoffer H. Hellton, Johannes Lederer
Electron. J. Statist. 15 (2), 5310-5332, (2021) DOI: 10.1214/21-EJS1884 Open Access
KEYWORDS: Euclidean distance ridge, high-dimensional estimation, Personalized medicine, regularization, Ridge regression, tuning parameter calibration
Samuele Centorrino, Jean-Pierre Florens
Electron. J. Statist. 15 (2), 5333-5379, (2021) DOI: 10.1214/21-EJS1921 Open Access
KEYWORDS: Accelerated failure-time models, Censoring, instrumental variables, nonparametric, regularization, Landweber-Fridman, 62N01, 62N02, 62G08, 45A05, 45G05
Philippe Loubaton, Alexis Rosuel
Electron. J. Statist. 15 (2), 5380-5454, (2021) DOI: 10.1214/21-EJS1923 Open Access
KEYWORDS: random matrices, spectral analysis, high dimensional statistics, time series, Independence test, 60B20, 62H15, 62M15
Shubhadeep Chakraborty, Xianyang Zhang
Electron. J. Statist. 15 (2), 5455-5522, (2021) DOI: 10.1214/21-EJS1889 Open Access
KEYWORDS: distance covariance, energy distance, high dimensionality, Hilbert-Schmidt independence criterion, Independence test, maximum mean discrepancy, two sample test, U-statistic
Peng Chen, Xinghu Jin, Xiang Li, Lihu Xu
Electron. J. Statist. 15 (2), 5523-5544, (2021) DOI: 10.1214/21-EJS1911 Open Access
KEYWORDS: Catoni’s M-estimator, empirical mean, α-th moment, deviation bound, ℓ1 regression, 62G05, 62G35
Ben Dai, Xiaotong Shen, Wei Pan
Electron. J. Statist. 15 (2), 5545-5569, (2021) DOI: 10.1214/21-EJS1924 Open Access
KEYWORDS: Monotonicity, nonconvex minimization, implicit feedback, nonnegative latent factor model, 62H30, 68T05
Sara Algeri
Electron. J. Statist. 15 (2), 5570-5597, (2021) DOI: 10.1214/21-EJS1926 Open Access
KEYWORDS: Multivariate goodness-of-fit, smooth tests, background mismodeling, 62H15, 62P35, 62M40
Yalin Rao, Vivekananda Roy
Electron. J. Statist. 15 (2), 5598-5625, (2021) DOI: 10.1214/21-EJS1930 Open Access
KEYWORDS: Data augmentation, drift condition, geometric ergodicity, GLMM, Markov chain CLT, MCMC, standard errors, 60J05, 62F15
Stefano Favaro, Francesca Panero, Tommaso Rigon
Electron. J. Statist. 15 (2), 5626-5651, (2021) DOI: 10.1214/21-EJS1933 Open Access
KEYWORDS: Bayesian nonparametrics, data confidentiality, Dirichlet process prior, Disclosure risk assessment, Empirical Bayes, Pitman–Yor process prior, 62F15, 62G05
Ke Li, Yun Yang, Naveen N. Narisetty
Electron. J. Statist. 15 (2), 5652-5695, (2021) DOI: 10.1214/21-EJS1909 Open Access
KEYWORDS: Contextual linear bandit, high-dimension, minimax regret, Sparsity, upper confidence bound, 62L05
Ran Dai, Mladen Kolar
Electron. J. Statist. 15 (2), 5696-5757, (2021) DOI: 10.1214/21-EJS1919 Open Access
KEYWORDS: high-dimensional inference, Quantile regression, varying-coefficient regression, 62G08
Andreas Anastasiou, Robert E. Gaunt
Electron. J. Statist. 15 (2), 5758-5810, (2021) DOI: 10.1214/21-EJS1920 Open Access
KEYWORDS: maximum likelihood estimation, Multivariate normal approximation, Normal approximation, Wasserstein distance, Stein’s method, 60F05, 62E17, 62F10, 62F12
Valentine Genon-Catalot, Catherine Larédo
Electron. J. Statist. 15 (2), 5811-5854, (2021) DOI: 10.1214/21-EJS1922 Open Access
KEYWORDS: McKean-Vlasov stochastic differential equations, continuous observations, small noise, infinite time horizon, Parametric inference, Asymptotic properties of estimators, 60J60, 60J99, 62F12, 62M05
Viet Chi Tran, Thi Phuong Thuy Vo
Electron. J. Statist. 15 (2), 5855-5887, (2021) DOI: 10.1214/21-EJS1899 Open Access
KEYWORDS: random graph, graphon, random walk exploration, sampling bias, EM estimation, stochastic approximation expectation-maximization, incomplete likelihood, respondent driven sampling, chain-referral survey, 62D05, 05C81, 05C80, 60J20, 82C20
Vincent Divol
Electron. J. Statist. 15 (2), 5888-5932, (2021) DOI: 10.1214/21-EJS1934 Open Access
KEYWORDS: Geometric inference, manifold estimation, adaptive estimation, Čech complex, 62G05, 62C20, 68U05
Po-Ling Loh
Electron. J. Statist. 15 (2), 5933-5994, (2021) DOI: 10.1214/21-EJS1936 Open Access
KEYWORDS: Adaptive scale estimation, high-dimensional inference, Lepski’s method, robust linear regression, one-step estimation, Semiparametric efficiency, 62F10, 62J07
Andersen Chang, Minjie Wang, Genevera I. Allen
Electron. J. Statist. 15 (2), 5995-6035, (2021) DOI: 10.1214/21-EJS1937 Open Access
KEYWORDS: Linear regression, sparse modeling, Extreme values, Subbotin distribution, generalized normal distribution, 62J05, 62J07, 62P10, 62P05
Stanislav Minsker, Mohamed Ndaoud
Electron. J. Statist. 15 (2), 6036-6070, (2021) DOI: 10.1214/21-EJS1925 Open Access
KEYWORDS: robust estimation, sub-Gaussian deviations, self-normalized sums, efficiency
Jun Wen, Saifei Sun, Wei-Liem Loh
Electron. J. Statist. 15 (2), 6071-6150, (2021) DOI: 10.1214/21-EJS1941 Open Access
KEYWORDS: convergence rate, curved line transect sampling, fixed-domain asymptotics, Quadratic Variation, irregularly spaced data, nonstationary Gaussian random field, smoothness estimation, 62M30, 62F12
Fabian Dunker
Electron. J. Statist. 15 (2), 6151-6190, (2021) DOI: 10.1214/21-EJS1938 Open Access
KEYWORDS: instrumental variables, Nonparametric regression, Quantile regression, inverse problem, regularization, 62G08, 62G20
Archer Gong Zhang, Guangyu Zhu, Jiahua Chen
Electron. J. Statist. 15 (2), 6191-6227, (2021) DOI: 10.1214/21-EJS1943 Open Access
KEYWORDS: confidence region, density ratio model, empirical likelihood, likelihood ratio test, multiple samples, Quantile estimation, 62G20, 62G10, 62G15
Jean-François Coeurjolly, Adrien Mazoyer, Pierre-Olivier Amblard
Electron. J. Statist. 15 (2), 6228-6280, (2021) DOI: 10.1214/21-EJS1929 Open Access
KEYWORDS: Optimal designs, numerical integration, Determinantal point processes, 60G55; 62K99
Matthias Löffler, Antoine Picard
Electron. J. Statist. 15 (2), 6281-6310, (2021) DOI: 10.1214/21-EJS1935 Open Access
KEYWORDS: Markov chain, transition operator, Transition density, low rank, SDE, nonparametric estimation, minimax rates of convergence, 62G05, 62C20
Iain Carmichael, J. S. Marron
Electron. J. Statist. 15 (2), 6311-6343, (2021) DOI: 10.1214/21-EJS1902 Open Access
KEYWORDS: High-dimensional classification, data piling, cross-validation, 62H99
Nikolai Leonenko, Vitalii Makogin, Mehmet Siddik Cadirci
Electron. J. Statist. 15 (2), 6344-6381, (2021) DOI: 10.1214/21-EJS1946 Open Access
KEYWORDS: directional distribution, generalized von Mises–Fisher distribution, goodness of fit test, Entropy estimation, maximum entropy principle, nearest neighbour estimator, 62H11, 28D20
Woonyoung Chang, Jeongyoun Ahn, Sungkyu Jung
Electron. J. Statist. 15 (2), 6382-6428, (2021) DOI: 10.1214/21-EJS1945 Open Access
KEYWORDS: discrimination, high dimension low sample size, maximal data piling, negative ridge, spike covariance model, 62H30, 62H25, 62J07
Mariem Abaach, Hermine Biermé, Elena Di Bernardino
Electron. J. Statist. 15 (2), 6429-6460, (2021) DOI: 10.1214/21-EJS1949 Open Access
KEYWORDS: Binary image, crossings, Excursion sets, Test of symmetry, threshold procedure, 60G60, 60D05, 62F03, 60G10
Corinne Emmenegger, Peter Bühlmann
Electron. J. Statist. 15 (2), 6461-6543, (2021) DOI: 10.1214/21-EJS1931 Open Access
KEYWORDS: Double machine learning, endogenous variables, generalized method of moments, instrumental variables, k-class estimation, partially linear model, regularization, Semiparametric estimation, two-stage least squares
Kanta Naito, Spiridon Penev
Electron. J. Statist. 15 (2), 6544-6585, (2021) DOI: 10.1214/21-EJS1947 Open Access
KEYWORDS: Bregman divergence, ‎kernel‎, localisation, regression, risk, robustness, 62J02, 62J12, 62E20
Wai Leong Ng, Chun Yip Yau, Xinyuan Chen
Electron. J. Statist. 15 (2), 6586-6632, (2021) DOI: 10.1214/21-EJS1959 Open Access
KEYWORDS: discrete Fourier transform, invariance principle, nonlinear random fields, spatial isotropy, signal detection, ratio statistics, 62G09, 62M15, 62M30
Zijian Guo, Claude Renaux, Peter Bühlmann, Tony Cai
Electron. J. Statist. 15 (2), 6633-6676, (2021) DOI: 10.1214/21-EJS1955 Open Access
KEYWORDS: Heterogeneous effects, interaction test, local heritability, debiasing Lasso, partial regression, 62J05, 62J07, 62F05
Una Radojičić, Klaus Nordhausen, Joni Virta
Electron. J. Statist. 15 (2), 6677-6739, (2021) DOI: 10.1214/21-EJS1956 Open Access
KEYWORDS: clustering, kurtosis, skewness, linear discriminant analysis, Projection pursuit
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