VOL. 16 · NO. 2 | 2022
 
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Articles
Catherine Aaron, Alejandro Cholaquidis, Ricardo Fraiman
Electron. J. Statist. 16 (2), 3751-3788, (2022) DOI: 10.1214/22-EJS2031 Open Access
KEYWORDS: Crofton’s formula, Surface estimation, α-convex hull, Devroye–Wise estimator
Hoyoung Park, Junyong Park
Electron. J. Statist. 16 (2), 3789-3835, (2022) DOI: 10.1214/22-EJS2029 Open Access
KEYWORDS: Compound decision problem, Empirical Bayes, nonparametric maximum likelihood estimate, Poisson distribution, 62G05, 62C12, 62C25
Anja Mühlemann, Johanna Ziegel
Electron. J. Statist. 16 (2), 3836-3860, (2022) DOI: 10.1214/22-EJS2034 Open Access
Li-Pang Chen, Grace Y. Yi
Electron. J. Statist. 16 (2), 3861-3909, (2022) DOI: 10.1214/22-EJS2028 Open Access
KEYWORDS: asymptotic bias, de-noise, error-prone variable, Graphical model, simulation-extrapolation algorithm
Wei Luo
Electron. J. Statist. 16 (2), 3910-3936, (2022) DOI: 10.1214/22-EJS2032 Open Access
KEYWORDS: Data augmentation, instability of clustering, Model-based clustering, order determination
Michael Li, Matey Neykov, Sivaraman Balakrishnan
Electron. J. Statist. 16 (2), 3937-3972, (2022) DOI: 10.1214/22-EJS2037 Open Access
KEYWORDS: conditional, Density estimation, Minimax optimality, Total variation, 62G05, 62G07
Daisuke Kurisu
Electron. J. Statist. 16 (2), 3973-3995, (2022) DOI: 10.1214/22-EJS2041 Open Access
KEYWORDS: functional time series, locally stationary process, Nonparametric regression, 60F05, 62G08, 62M10
Julien Bodelet, Davide La Vecchia
Electron. J. Statist. 16 (2), 3996-4030, (2022) DOI: 10.1214/22-EJS2038 Open Access
KEYWORDS: dynamic factor model, functional magnetic resonance imaging, Huber loss function, Outliers, semiparametric modeling, 62G05, 62F35, 62H25
Satarupa Bhattacharjee, Hans-Georg Müller
Electron. J. Statist. 16 (2), 4031-4089, (2022) DOI: 10.1214/22-EJS2040 Open Access
KEYWORDS: Concurrent regression, Fréchet regression, general metric space, metric-space valued data, random objects, varying coefficient model, local regression, fMRI, 62R20, 62J02, 62G08, 62G05
Jin-Ting Zhang, Łukasz Smaga
Electron. J. Statist. 16 (2), 4090-4132, (2022) DOI: 10.1214/22-EJS2033 Open Access
KEYWORDS: Equality of distribution, Hypothesis testing, maximum mean discrepancy, three-cumulant matched chi-square approximation, two-sample problem, 62H15, 62G10
Ana M. Bianco, Graciela Boente, Wenceslao González–Manteiga
Electron. J. Statist. 16 (2), 4133-4161, (2022) DOI: 10.1214/22-EJS2042 Open Access
KEYWORDS: covariates, robustness, ROC curves, parametric regression, 62G35, 62G05
Mai Ghannam, Sévérien Nkurunziza
Electron. J. Statist. 16 (2), 4162-4221, (2022) DOI: 10.1214/22-EJS2035 Open Access
KEYWORDS: asymptotic property, estimation, James-Stein estimators, Multiple change-points, random array, tensor regression, tensor shrinkage estimators, 62F30, 62M02
Emilio Porcu, Xavier Emery, Ana Paula Peron
Electron. J. Statist. 16 (2), 4222-4246, (2022) DOI: 10.1214/22-EJS2039 Open Access
KEYWORDS: covariance functions, Euclidean trees, generalized networks, graphs with Euclidean edges, circular time, linear time
Vladimir Pastukhov
Electron. J. Statist. 16 (2), 4247-4274, (2022) DOI: 10.1214/22-EJS2045 Open Access
KEYWORDS: constrained inference, cross-validation, discrete distribution, Grenander estimator, isotonic regression, model stacking, rearrangement, smoothing, 62E20, 62G07, 62G20
Ngoc Khue TRAN, Hoang-Long NGO
Electron. J. Statist. 16 (2), 4275-4331, (2022) DOI: 10.1214/22-EJS2049 Open Access
KEYWORDS: Asymptotic efficiency, multivariate inhomogeneous diffusion, local asymptotic mixed normality property, Malliavin calculus, non-ergodic diffusion, 60H07, 60J60, 62F12, 62M05
Jiayi Wang, Raymond K. W. Wong, Shu Yang, Kwun Chuen Gary Chan
Electron. J. Statist. 16 (2), 4332-4378, (2022) DOI: 10.1214/22-EJS2000 Open Access
KEYWORDS: Augmented weighting estimator, Causal inference, fully and partially conditional average treatment effect, treatment effect heterogeneity
Roy Cerqueti, Emilio De Santis
Electron. J. Statist. 16 (2), 4379-4397, (2022) DOI: 10.1214/22-EJS2043 Open Access
KEYWORDS: Markov chain Monte Carlo, Graphs, convergence of probability distributions, 60J10, 62E25, 60B10
Euan T. McGonigle, Rebecca Killick, Matthew A. Nunes
Electron. J. Statist. 16 (2), 4398-4448, (2022) DOI: 10.1214/22-EJS2044 Open Access
KEYWORDS: differencing, locally stationary time series, trend estimation, wavelet thresholding, wavelet spectrum, 62M10, 62G05
Ran Dai, Hyebin Song, Rina Foygel Barber, Garvesh Raskutti
Electron. J. Statist. 16 (2), 4449-4496, (2022) DOI: 10.1214/22-EJS2046 Open Access
KEYWORDS: |Single-index model, isotonic regression, scalable algorithm, high-dimensional, 62G08
Chao Zheng, Idris Eckley, Paul Fearnhead
Electron. J. Statist. 16 (2), 4497-4546, (2022) DOI: 10.1214/22-EJS2048 Open Access
KEYWORDS: change-point detection, consistency, local region condition, changes in slope, spike plus exponential decay, 62F30, 60K35
Xi Chen, Qiang Liu, Xin T. Tong
Electron. J. Statist. 16 (2), 4547-4603, (2022) DOI: 10.1214/22-EJS2055 Open Access
KEYWORDS: Dimension independent, excess risk, weak non-convexity, Stochastic gradient descent, regularization, 49N60, 49M25, 49M37
Swarnadip Ghosh, Trevor Hastie, Art B. Owen
Electron. J. Statist. 16 (2), 4604-4635, (2022) DOI: 10.1214/22-EJS2047 Open Access
KEYWORDS: generalized linear mixed models, backfitting, Schall’s algorithm, quasi-likelihood
Joydeep Chowdhury, Probal Chaudhuri
Electron. J. Statist. 16 (2), 4636-4678, (2022) DOI: 10.1214/22-EJS2054 Open Access
KEYWORDS: Analysis of variance, Bootstrap test, functional data, Gaussian process, Kruskal-Wallis test, Permutation test, t process, 62R10, 62J10
Christof Schötz
Electron. J. Statist. 16 (2), 4679-4741, (2022) DOI: 10.1214/22-EJS2056 Open Access
KEYWORDS: Fréchet mean, Nonparametric regression, Fréchet regression, geodesic regression, metric space, 62R20, 62G08
TrungTin Nguyen, Hien Duy Nguyen, Faicel Chamroukhi, Florence Forbes
Electron. J. Statist. 16 (2), 4742-4822, (2022) DOI: 10.1214/22-EJS2057 Open Access
KEYWORDS: mixture of experts, linear cluster-weighted models, mixture of regressions, Gaussian locally-linear mapping models, clustering, Oracle inequality, Model selection, penalized maximum likelihood, block-diagonal covariance matrix, graphical lasso, 62H30, 62E17, 62H12
Sebastian Kühnert
Electron. J. Statist. 16 (2), 4823-4862, (2022) DOI: 10.1214/22-EJS2059 Open Access
KEYWORDS: estimation, functional time series, lag-h-covariance operator, lag-h-cross covariance operator, principal components, 47B10, 60G05, 62J10
Valentin Courgeau, Almut E. D. Veraart
Electron. J. Statist. 16 (2), 4863-4925, (2022) DOI: 10.1214/22-EJS2052 Open Access
KEYWORDS: Ornstein-Uhlenbeck process, Lévy process, high-frequency inference, Graphical model, Adaptive LASSO, stable convergence, 62F12, 62F07
David Mary, Etienne Roquain
Electron. J. Statist. 16 (2), 4926-4981, (2022) DOI: 10.1214/22-EJS2050 Open Access
KEYWORDS: multiple testing, BH procedure, empirical p-values, False discovery rate, knockoff, Lasso, phase transition, galaxy detection
Subhodh Kotekal
Electron. J. Statist. 16 (2), 4982-5018, (2022) DOI: 10.1214/22-EJS2053 Open Access
KEYWORDS: Hypothesis testing, sparse mixture detection, phase transition, higher criticism, large deviations, 62G10, 62C10, 60F10
Tobias Fissler, Hajo Holzmann
Electron. J. Statist. 16 (2), 5019-5034, (2022) DOI: 10.1214/22-EJS2062 Open Access
KEYWORDS: Bayes act, elicitability, forecast, information set, scoring function, scoring rule, 62C99, 91B06
Peng Tian, Jianfeng Yao
Electron. J. Statist. 16 (2), 5035-5079, (2022) DOI: 10.1214/22-EJS2060 Open Access
KEYWORDS: separable sample covariance matrix, Long range dependence, whitening, Toeplitz matrix, high-dimensional PCA, 62M15, 62H10, 15B52
Alessia Caponera, Julien Fageot, Matthieu Simeoni, Victor M. Panaretos
Electron. J. Statist. 16 (2), 5080-5148, (2022) DOI: 10.1214/22-EJS2064 Open Access
KEYWORDS: Functional data analysis, measurement error, representer theorem, Sparse sampling, spherical random field, 62G08, 62M
Mian Huang, Shiyi Tang, Weixin Yao
Electron. J. Statist. 16 (2), 5149-5181, (2022) DOI: 10.1214/22-EJS2061 Open Access
KEYWORDS: Normal mixture model, penalized estimation, order selection, EM algorithm
Emanuele Degani, Luca Maestrini, Dorota Toczydłowska, Matt P. Wand
Electron. J. Statist. 16 (2), 5182-5225, (2022) DOI: 10.1214/22-EJS2063 Open Access
KEYWORDS: Mean field variational Bayes, multilevel models, longitudinal data analysis, fixed effects selection, global-local shrinkage priors, 62F15, 62H12, 62J05, 62J07
Malte S. Kurz, Fabian Spanhel
Electron. J. Statist. 16 (2), 5226-5276, (2022) DOI: 10.1214/22-EJS2051 Open Access
KEYWORDS: conditional copula, pair-copula construction, partial vine copula, simplifying assumption, test for constant conditional correlation, Vine copula
Alessio Sancetta
Electron. J. Statist. 16 (2), 5277-5320, (2022) DOI: 10.1214/22-EJS2058 Open Access
KEYWORDS: Functional restriction, Hypothesis testing, projection operator, nonlinear model, ‎reproducing kernel Hilbert ‎space, 62G10, 62F03
Meng Yuan, Pengfei Li, Changbao Wu
Electron. J. Statist. 16 (2), 5321-5377, (2022) DOI: 10.1214/22-EJS2069 Open Access
KEYWORDS: Auxiliary information, density ratio model, empirical likelihood, estimating equations, 62G05, 62G10, 62G20
Yajie Bao, Yuyang Liu
Electron. J. Statist. 16 (2), 5378-5436, (2022) DOI: 10.1214/22-EJS2066 Open Access
KEYWORDS: Bayes’ rule, B-spline, least-square classification, group lasso, 62H30, 62G05
Ilan Livne, David Azriel, Yair Goldberg
Electron. J. Statist. 16 (2), 5437-5487, (2022) DOI: 10.1214/22-EJS2070 Open Access
KEYWORDS: Linear regression, semi-supervised learning, U-statistics, variance estimation, zero-estimators, 62J05, 62F10
Cheuk Ting Li, Kim-Hung Li
Electron. J. Statist. 16 (2), 5488-5533, (2022) DOI: 10.1214/22-EJS2072 Open Access
KEYWORDS: diagnostic plots, hill numbers, power law, rarefaction curve, species-time relationship, species richness, 62P10, 92D40
Tucker McElroy
Electron. J. Statist. 16 (2), 5534-5569, (2022) DOI: 10.1214/22-EJS2068 Open Access
KEYWORDS: Durbin-Levinson algorithm, missing values, ragged edge, Wiener-Kolmogorov, 62M10
Medha Agarwal, Dootika Vats, Víctor Elvira
Electron. J. Statist. 16 (2), 5570-5590, (2022) DOI: 10.1214/22-EJS2074 Open Access
KEYWORDS: Monte Carlo, effective sample size, diagnostics, 65C05, 62-08
Pierre C. Bellec, Yiwei Shen, Cun-Hui Zhang
Electron. J. Statist. 16 (2), 5591-5622, (2022) DOI: 10.1214/22-EJS2065 Open Access
KEYWORDS: robust estimation, M-estimator, asymptotic normality, confidence intervals, High-dimensional statistics, bias-correction, Stein’s formula
Wanli Qiao, Amarda Shehu
Electron. J. Statist. 16 (2), 5623-5658, (2022) DOI: 10.1214/22-EJS2073 Open Access
KEYWORDS: Gradient ascent, nonparametric regression derivative estimation, maxima hunting, spatial partitioning
Andrej Pázman, Markus Hainy, Werner G. Müller
Electron. J. Statist. 16 (2), 5659-5691, (2022) DOI: 10.1214/22-EJS2071 Open Access
KEYWORDS: Correlated response, design algorithm, equivalence theorem, Gaussian process, 62K05, 60G15, 90C05
Alexis Derumigny, Jean-David Fermanian
Electron. J. Statist. 16 (2), 5692-5719, (2022) DOI: 10.1214/22-EJS2075 Open Access
KEYWORDS: empirical copula process, conditional copula, weak convergence, bootstrap, 62G05, 62G30, 62H20, 62G09
Tigran Galstyan, Arshak Minasyan, Arnak S. Dalalyan
Electron. J. Statist. 16 (2), 5720-5750, (2022) DOI: 10.1214/22-EJS2076 Open Access
KEYWORDS: Feature matching, Minimax optimality, robustness, 62H12, 62F35
Siegfried Hörmann, Thomas Kuenzer, Gregory Rice
Electron. J. Statist. 16 (2), 5751-5778, (2022) DOI: 10.1214/22-EJS2067 Open Access
KEYWORDS: functional regression, functional quantile regression, functional time series, Empirical distribution, prediction sets, 62G05, 62G20, 62J05
S. E. M. P. Franssen, A. W. van der Vaart
Electron. J. Statist. 16 (2), 5779-5811, (2022) DOI: 10.1214/22-EJS2077 Open Access
KEYWORDS: Pitman-Yor process, Bernstein-von Mises theorem, weak convergence, Credible set, Empirical Bayes, Species sampling, 62G20, 62G15
You-Lin Chen, Zhaoran Wang, Mladen Kolar
Electron. J. Statist. 16 (2), 5812-5851, (2022) DOI: 10.1214/22-EJS2036 Open Access
KEYWORDS: neural tangent kernel, non-convex constrained optimization, online learning with non-convex losses
Nilanjana Laha, Zoe Moodie, Ying Huang, Alex Luedtke
Electron. J. Statist. 16 (2), 5852-5933, (2022) DOI: 10.1214/22-EJS2079 Open Access
KEYWORDS: Vaccine trial, shape-constraint, test of stochastic dominance, Hellinger distance, logconcave, unimodal, 62G07, 62G10, 62G05, 62P10
Eitan Greenshtein, Ya’acov Ritov
Electron. J. Statist. 16 (2), 5934-5954, (2022) DOI: 10.1214/22-EJS2082 Open Access
KEYWORDS: GMLE, mixing distribution, nonparametric empirical Bayes, sampling
Eduard Belitser, Nurzhan Nurushev
Electron. J. Statist. 16 (2), 5955-5979, (2022) DOI: 10.1214/22-EJS2088 Open Access
KEYWORDS: multiple testing, robust setting, Variable selection, uncertainty quantification, 62C15
Tim Kutta, Gauthier Dierickx, Holger Dette
Electron. J. Statist. 16 (2), 5980-6042, (2022) DOI: 10.1214/22-EJS2078 Open Access
KEYWORDS: Functional linear regression, prediction error, relevant tests, spectral cut-off, 62R10, 62M20
Sanat K. Sarkar, Zhigen Zhao
Electron. J. Statist. 16 (2), 6043-6085, (2022) DOI: 10.1214/22-EJS2080 Open Access
KEYWORDS: False discovery rate, grouped hypotheses, large-scale multiple testing, 60K35, 60K35, 60K35
Stephan Clémençon, Pierre Laforgue
Electron. J. Statist. 16 (2), 6086-6134, (2022) DOI: 10.1214/22-EJS2084 Open Access
KEYWORDS: statistical learning theory, learning under sample selection bias, bias sampling models, nonasymptotic generalization bounds, 62C12, 62D99
Pavel Krupskii, Raphaël Huser
Electron. J. Statist. 16 (2), 6135-6174, (2022) DOI: 10.1214/22-EJS2081 Open Access
KEYWORDS: copula, extreme-value model, kernel convolution process, short-range spatial dependence, spatial process, tail dependence, 62H05, 60G70, 62H11
Eftychia Solea, Holger Dette
Electron. J. Statist. 16 (2), 6175-6231, (2022) DOI: 10.1214/22-EJS2087 Open Access
KEYWORDS: Additive models, Conditional independence, functional data, Lasso, undirected graphical models, 60K35, 60K35, 60K35
Siegfried Hörmann, Fatima Jammoul
Electron. J. Statist. 16 (2), 6232-6266, (2022) DOI: 10.1214/22-EJS2083 Open Access
KEYWORDS: functional data, factor models, High-dimensional statistics, preprocessing, signal-plus-noise, 62H25, 62R10, 62M10
Ismaël Castillo, Thibault Randrianarisoa
Electron. J. Statist. 16 (2), 6267-6312, (2022) DOI: 10.1214/22-EJS2086 Open Access
KEYWORDS: Bayesian nonparametrics, Pólya trees, posterior convergence rates, supremum norm, uncertainty quantification, frequentist coverage of credible sets, 62G20, 62G07, 62G05
Lorenzo Torricelli, Lucio Barabesi, Andrea Cerioli
Electron. J. Statist. 16 (2), 6313-6347, (2022) DOI: 10.1214/22-EJS2090 Open Access
KEYWORDS: Tempered positive Linnik processes, subordinated Lévy processes, stochastic self-similarity, Ornstein-Uhlenbeck processes, Additive processes, multivariate Lévy processes, Mittag-Leffler distributions, 60E07, 60G51, 60G18, 62P20
Eugene Katsevich, Aaditya Ramdas
Electron. J. Statist. 16 (2), 6348-6394, (2022) DOI: 10.1214/22-EJS2085 Open Access
KEYWORDS: model-X, conditional independence testing, conditional inference, Neyman-Pearson, power analysis, 62G10, 62G20, 62J07
Grégoire Clarté, Antoine Diez, Jean Feydy
Electron. J. Statist. 16 (2), 6395-6460, (2022) DOI: 10.1214/22-EJS2091 Open Access
KEYWORDS: sampling algorithm, particle method, propagation of chaos, entropy methods, GPU, 65C05, 65C10, 65C35, 60J05, 62-08, 62-04
Shuoyang Wang, Guanqun Cao
Electron. J. Statist. 16 (2), 6461-6488, (2022) DOI: 10.1214/22-EJS2093 Open Access
KEYWORDS: Functional data analysis, Deep neural networks, M-estimators, rate of convergence, ReLU activation function, ADNI databas, 62G05, 62G08, 62G35
Caizhu Huang, Claudia Di Caterina, Nicola Sartori
Electron. J. Statist. 16 (2), 6489-6511, (2022) DOI: 10.1214/22-EJS2089 Open Access
KEYWORDS: Bartlett correction, exponential family, higher-order asymptotics, likelihood ratio statistic, saddlepoint approximation, 62F03, 62H15
Hanwen Huang
Electron. J. Statist. 16 (2), 6512-6552, (2022) DOI: 10.1214/22-EJS2092 Open Access
KEYWORDS: Asymptotic risk, Lasso, Mean square error, phase transition, state evolution, 62F12, 62F12, 62F12
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