VOL. 16 · NO. 1 | 2022
Suman Bhattacharya, Kshitij Khare, Subhadip Pal
Electron. J. Statist. 16 (1), 1-57, (2022) DOI: 10.1214/21-EJS1932 Open Access
KEYWORDS: Markov chain Monte Carlo, geometric ergodicity, high-dimensional linear regression, horseshoe prior, 60J05, 60J20
Miles E. Lopes, Junwen Yao
Electron. J. Statist. 16 (1), 58-83, (2022) DOI: 10.1214/21-EJS1961 Open Access
KEYWORDS: Gaussian processes, tail bounds, High-dimensional statistics, bootstrap, 60G15, 60E15, 62G09, 62G32
Antoine Ayache, Myriam Fradon, Ravindi Nanayakkara, Andriy Olenko
Electron. J. Statist. 16 (1), 84-115, (2022) DOI: 10.1214/21-EJS1953 Open Access
KEYWORDS: central limit theorem, cyclic long-memory, filter‎, ‎wavelet, estimators of parameters, asymptotic normality
Mamadou Lamine Diop, William Kengne
Electron. J. Statist. 16 (1), 116-157, (2022) DOI: 10.1214/21-EJS1950 Open Access
KEYWORDS: causal processes, exogenous covariates, quasi-maximum likelihood estimator, consistency, Boundary, significance test, Model selection, penalized criterion, 60G10, 62M10, 62F05, 62F12, 60G10, 62M10, 62F05, 62F12
Sergios Agapiou, Peter Mathé
Electron. J. Statist. 16 (1), 158-200, (2022) DOI: 10.1214/21-EJS1966 Open Access
KEYWORDS: Rates of posterior contraction, Bayesian inverse problems, 62G20, 62C10, 62F15, 45Q05
Robert J. Taggart
Electron. J. Statist. 16 (1), 201-231, (2022) DOI: 10.1214/21-EJS1957 Open Access
KEYWORDS: consistent scoring function, decision theory, forecast ranking, economic utility, elicitability, expectile, Huber loss, quantile, robust forecast verification, 62C05, 91B06
Wei Peng, Tim Coleman, Lucas Mentch
Electron. J. Statist. 16 (1), 232-292, (2022) DOI: 10.1214/21-EJS1958 Open Access
KEYWORDS: Berry-Esseen, random forests, U-statistics, bagging, CART, 62E20, 62E17, 60F05
Sarah Ouadah, Pierre Latouche, Stéphane Robin
Electron. J. Statist. 16 (1), 293-330, (2022) DOI: 10.1214/21-EJS1944 Open Access
KEYWORDS: Bipartite networks, network motifs, Goodness-of-fit, network comparison, expected degree distribution
Jeannette Janssen, Aaron Smith
Electron. J. Statist. 16 (1), 331-407, (2022) DOI: 10.1214/21-EJS1940 Open Access
KEYWORDS: random graph, graphon, probabilistic algorithm, R-matrix, 60-04, 60B20
Yen-Chi Chen
Electron. J. Statist. 16 (1), 408-450, (2022) DOI: 10.1214/21-EJS1962 Open Access
KEYWORDS: set estimation, gradient descent, nonconvex optimization, Manifold
Keqian Min, Qing Mai
Electron. J. Statist. 16 (1), 451-497, (2022) DOI: 10.1214/21-EJS1954 Open Access
KEYWORDS: Screening, smooth structure, sure screening property, tensor, 62P10, 62F07
Baoying Yang, Wenbo Wu, Xiangrong Yin
Electron. J. Statist. 16 (1), 498-526, (2022) DOI: 10.1214/21-EJS1951 Open Access
KEYWORDS: feature screening, Dependence measures, sufficient variable screening, 62G05, 62J02, 62B99
Qin Fang, Shaojun Guo, Xinghao Qiao
Electron. J. Statist. 16 (1), 527-591, (2022) DOI: 10.1214/21-EJS1960 Open Access
KEYWORDS: Cross-spectral stability measure, Functional linear regression, functional principal component analysis, non-asymptotics, sub-Gaussian functional linear process, Sparsity, 62M10, 62R10, 62J07
Keren Li, Jie Yang
Electron. J. Statist. 16 (1), 592-635, (2022) DOI: 10.1214/21-EJS1965 Open Access
KEYWORDS: Big data regression, user data localization, distributed database, mean representative approach, Divide and conquer, subsampling, 62J12, 62R07
Soukaina Douissi, Khalifa Es-Sebaiy, George Kerchev, Ivan Nourdin
Electron. J. Statist. 16 (1), 636-670, (2022) DOI: 10.1214/21-EJS1967 Open Access
KEYWORDS: Parameter estimation, strong consistency, rate of normal convergence of the estimators, Stationary Gaussian processes, continuous-time observation, High frequency data, 60F05, 60G15, 60G10, 62F12, 62M09
Quentin Duchemin, Yohann De Castro
Electron. J. Statist. 16 (1), 671-699, (2022) DOI: 10.1214/21-EJS1969 Open Access
KEYWORDS: Random geometric graph, Non-parametric estimation, Markov chains, link prediction, spectral methods, 05C80, 62G05, 05C62, 60J05
Xiongtao Dai
Electron. J. Statist. 16 (1), 700-736, (2022) DOI: 10.1214/21-EJS1942 Open Access
KEYWORDS: intrinsic mean, Functional data analysis, Hilbert geometry, Riemannian manifold, large sample property, 62G20, 62G05, 62G99
Yiwei Fan, Xiaoling Lu, Junlong Zhao, Haoda Fu, Yufeng Liu
Electron. J. Statist. 16 (1), 737-784, (2022) DOI: 10.1214/21-EJS1948 Open Access
KEYWORDS: Heterogeneity, hierarchical angle-based classification, Precision medicine, Support Vector Machine
Yisha Yao
Electron. J. Statist. 16 (1), 785-813, (2022) DOI: 10.1214/21-EJS1968 Open Access
KEYWORDS: Sparse phase retrieval, statistical inference, Confidence interval, high dimension, 60K35, 60K35, 60K35
Arezou Mojiri, Abbas Khalili, Ali Zeinal Hamadani
Electron. J. Statist. 16 (1), 814-861, (2022) DOI: 10.1214/21-EJS1939 Open Access
KEYWORDS: ‎classification‎, high-dimensionality, imbalanced, linear discriminant analysis, thresholding, 62H30
Herold Dehling, Kata Vuk, Martin Wendler
Electron. J. Statist. 16 (1), 862-891, (2022) DOI: 10.1214/21-EJS1964 Open Access
KEYWORDS: change-point tests, U-statistics, Wilcoxon test, short-range dependence, extreme value distribution
Jevgenijs Ivanovs, Mark Podolskij
Electron. J. Statist. 16 (1), 892-934, (2022) DOI: 10.1214/21-EJS1928 Open Access
KEYWORDS: Conditioning to stay positive, Local time, Lévy processes, occupation time, optimal estimation, self-similarity, supremum, weak limit theorems, 62M05, 62G20, 60F05, 62G15, 60G18, 60G51
Guillaume Maillard
Electron. J. Statist. 16 (1), 935-997, (2022) DOI: 10.1214/21-EJS1952 Open Access
KEYWORDS: hyperparameter selection, Sparse regression, cross-validation, robust regression, Lasso, Aggregation, Model selection, 62J07, 62J99, 62G08
Sam Efromovich
Electron. J. Statist. 16 (1), 998-1057, (2022) DOI: 10.1214/22-EJS1980 Open Access
KEYWORDS: Adaptation, Cumulative distribution function, Density, robustness, sharp minimax, Survival analysis, 60K35, 60K35, 60K35
Alden Green, Cosma Rohilla Shalizi
Electron. J. Statist. 16 (1), 1058-1095, (2022) DOI: 10.1214/21-EJS1896 Open Access
KEYWORDS: bootstrap, exchangeable random graph, network, motif density, 62F40, 62G09, 62G05
Mengjia Yu, Xiaohui Chen
Electron. J. Statist. 16 (1), 1096-1152, (2022) DOI: 10.1214/21-EJS1915 Open Access
KEYWORDS: bootstrap, Change point analysis, Gaussian approximation, High-dimensional data, U-statistics, 62F40, 62G35, 62E17
Debarghya Mukherjee, Moulinath Banerjee, Ya’acov Ritov
Electron. J. Statist. 16 (1), 1153-1252, (2022) DOI: 10.1214/21-EJS1927 Open Access
KEYWORDS: change point estimation, heavy tailed error, robust learning
Kwangmin Lee, Kyoungjae Lee, Jaeyong Lee
Electron. J. Statist. 16 (1), 1253-1302, (2022) DOI: 10.1214/22-EJS1981 Open Access
KEYWORDS: Bandable covariance, conditional mean, Covariance estimation, minimax analysis, post-processed posterior, 62C20, 62H12, 62J05
Steffen Betsch, Bruno Ebner, Franz Nestmann
Electron. J. Statist. 16 (1), 1303-1329, (2022) DOI: 10.1214/22-EJS1983 Open Access
KEYWORDS: Discrete exponential-polynomial models, Goodness-of-fit tests, negative binomial distribution, non-normalized models, Stein characterizations, 62E10, 62G10
Nicolas Keriven, Samuel Vaiter
Electron. J. Statist. 16 (1), 1330-1366, (2022) DOI: 10.1214/22-EJS1986 Open Access
KEYWORDS: dynamic network, dynamic stochastic block model, spectral clustering, Concentration bounds
Yonghoon Lee, Rina Foygel Barber
Electron. J. Statist. 16 (1), 1367-1392, (2022) DOI: 10.1214/22-EJS1987 Open Access
KEYWORDS: ‎classification‎, label noise, 62H30
Mirko Armillotta, Alessandra Luati, Monia Lupparelli
Electron. J. Statist. 16 (1), 1393-1433, (2022) DOI: 10.1214/22-EJS1989 Open Access
KEYWORDS: count data, generalized ARMA models, likelihood inference, link-function, 62M20, 62F12, 62M10, 62J12
Oren Yuval, Saharon Rosset
Electron. J. Statist. 16 (1), 1434-1460, (2022) DOI: 10.1214/22-EJS1985 Open Access
KEYWORDS: predictive modeling, semi-supervised regression, generalized linear model
Arlene K. H. Kim, Adityanand Guntuboyina
Electron. J. Statist. 16 (1), 1461-1484, (2022) DOI: 10.1214/21-EJS1975 Open Access
KEYWORDS: Assouad’s lemma, almost parametric rate of convergence, curse of dimensionality, minimax lower bounds, multivariate normal location mixtures
Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea
Electron. J. Statist. 16 (1), 1485-1560, (2022) DOI: 10.1214/22-EJS1997 Open Access
KEYWORDS: adaptive optimal smoothing, Functional data analysis, Hölder exponent, traffic flow, 62R10, 62G05, 62M09
Pavel Kříž, Jana Šnupárková
Electron. J. Statist. 16 (1), 1561-1594, (2022) DOI: 10.1214/22-EJS1990 Open Access
KEYWORDS: Drift estimation, least squares, linear SPDEs, fractional Brownian motion, pathwise stochastic integration, 62M09, 60H15, 60G22
Lukas Fertl, Efstathia Bura
Electron. J. Statist. 16 (1), 1595-1634, (2022) DOI: 10.1214/22-EJS1994 Open Access
KEYWORDS: regression, semi-parametric, linear sufficient reduction, central subspace, ensembles
Giacomo Aletti, Irene Crimaldi
Electron. J. Statist. 16 (1), 1635-1680, (2022) DOI: 10.1214/22-EJS1993 Open Access
KEYWORDS: central limit theorem, Chi-squared test, Pólya urn, reinforcement learning, reinforced stochastic process, stochastic approximation, urn model, 60F05, 60F15, 62F03, 62F05, 62L20
Rémy Garnier, Raphaël Langhendries
Electron. J. Statist. 16 (1), 1681-1725, (2022) DOI: 10.1214/22-EJS1992 Open Access
KEYWORDS: Non-causal random fields, learning in non-i.i.d scenarios, Hoeffding’s inequality, local dependence, Learning theory, 60G60, 60G48, 60E15, 68Q32, 62M45
Yuefeng Han, Rong Chen, Cun-Hui Zhang
Electron. J. Statist. 16 (1), 1726-1803, (2022) DOI: 10.1214/22-EJS1991 Open Access
KEYWORDS: High-dimensional tensor data, factor model, rank determination, Eigenvalues, Tucker decomposition, 62H25, 62H12, 62F07
Eugen Pircalabelu, Andreas Artemiou
Electron. J. Statist. 16 (1), 1804-1830, (2022) DOI: 10.1214/22-EJS1988 Open Access
KEYWORDS: sufficient dimension reduction, Support vector machines, quadratic programming, ℓ1 penalized estimation, debiased estimator, 62H12, 62H25, 62J02, 62H15
Elif Kekeç, Ingrid Van Keilegom
Electron. J. Statist. 16 (1), 1831-1854, (2022) DOI: 10.1214/22-EJS1996 Open Access
KEYWORDS: errors-in-variables, correlated measurement errors, Identifiability, Bernstein polynomials, simulation-extrapolation, logistic regression, 62F30, 62G07, 62H20, 62J12, 62P99
Yi Yu, Sabyasachi Chatterjee, Haotian Xu
Electron. J. Statist. 16 (1), 1855-1890, (2022) DOI: 10.1214/21-EJS1963 Open Access
KEYWORDS: piecewise polynomial, change point, minimax
Kunhui Zhang, Abolfazl Safikhani, Alex Tank, Ali Shojaie
Electron. J. Statist. 16 (1), 1891-1951, (2022) DOI: 10.1214/22-EJS1982 Open Access
KEYWORDS: non-linear time series, high-dimensional time series, Fused lasso, threshold estimation
Tatjana Pavlenko, Natalia Stepanova, Lee Thompson
Electron. J. Statist. 16 (1), 1952-1996, (2022) DOI: 10.1214/22-EJS1998 Open Access
KEYWORDS: High-dimensional data, sparse vectors, adaptive threshold-based classification, asymptotically optimal classifier, 62H30, 62H12, 62E20
Hanmin Guo, Lin Hou, Yu Zhu
Electron. J. Statist. 16 (1), 1997-2032, (2022) DOI: 10.1214/22-EJS1999 Open Access
KEYWORDS: High dimensional regression analysis, univariate transformation, sufficient predictor, ‎reproducing kernel Hilbert ‎space, conditional entropy, 62B05, 62J02
Kweku Abraham, Ismaël Castillo, Étienne Roquain
Electron. J. Statist. 16 (1), 2033-2081, (2022) DOI: 10.1214/22-EJS1979 Open Access
KEYWORDS: Bayesian nonparametrics, Spike-and-slab priors, multiple testing, False discovery rate, Empirical Bayes, local-fdr, 62G20, 62G07, 62G15
Li-Pang Chen, Grace Y. Yi
Electron. J. Statist. 16 (1), 2082-2123, (2022) DOI: 10.1214/22-EJS1977 Open Access
KEYWORDS: cross-validation, Dimension reduction, error-prone variable, right-censoring, semiparamtric estimation
Florian Dussap
Electron. J. Statist. 16 (1), 2124-2174, (2022) DOI: 10.1214/22-EJS2003 Open Access
KEYWORDS: nonparametric estimator, rate of estimation, classical risk model, Gerber-Shiu function, Fourier inversion, Laguerre series expansion, 62G05, 62P05, 91G70
Jiuchen Zhang, Yubai Yuan, Annie Qu
Electron. J. Statist. 16 (1), 2175-2205, (2022) DOI: 10.1214/22-EJS1978 Open Access
KEYWORDS: context-aware recommender system, dependency among modes, shared latent factor, parsimonious tensor decomposition, 62H25, 62G05, 62P20
Florian Griessenberger, Robert R. Junker, Wolfgang Trutschnig
Electron. J. Statist. 16 (1), 2206-2251, (2022) DOI: 10.1214/22-EJS2005 Open Access
KEYWORDS: association, copula, dependence measure, consistency, linkage, Markov kernel
Tudor Manole, Sivaraman Balakrishnan, Larry Wasserman
Electron. J. Statist. 16 (1), 2252-2345, (2022) DOI: 10.1214/22-EJS2001 Open Access
KEYWORDS: Optimal transport, Sliced Wasserstein distance, nonparametric inference, minimax lower bound, likelihood-free inference, 62G15, 62G05, 62C20
Claudia Wehrhahn, Andrés F. Barrientos, Alejandro Jara
Electron. J. Statist. 16 (1), 2346-2405, (2022) DOI: 10.1214/22-EJS2002 Open Access
KEYWORDS: Fully nonparametric regression, density regression, Dirichlet process, dependent Dirichlet processes
Guenther Walther
Electron. J. Statist. 16 (1), 2406-2431, (2022) DOI: 10.1214/22-EJS1995 Open Access
KEYWORDS: tail bounds, concentration inequality, t-statistic, Studentized contrast, likelihood ratio, self-normalization, scanning heteroscedastic data, moment bounds for log-concave distributions, 62G32, 60F10
Hiroki Masuda, Lorenzo Mercuri, Yuma Uehara
Electron. J. Statist. 16 (1), 2432-2474, (2022) DOI: 10.1214/22-EJS2006 Open Access
KEYWORDS: Noise Inference, SDE driven by a Lévy process, Gaussian quasi-likelihood function, 62F12, 62M20, 60G51, 62-04
Hai Shu, Zhe Qu
Electron. J. Statist. 16 (1), 2475-2517, (2022) DOI: 10.1214/22-EJS2008 Open Access
KEYWORDS: Canonical variable, data integration, factor pattern, Graph matching, mixing channel, principal vector
Bastian Galasso, Yoav Zemel, Miguel de Carvalho
Electron. J. Statist. 16 (1), 2518-2549, (2022) DOI: 10.1214/21-EJS1973 Open Access
KEYWORDS: Bernstein–Dirichlet prior, Fréchet mean, phase variation, Point processes, random Bernstein polynomials, Wasserstein distance
Maximilian Coblenz, Oliver Grothe, Klaus Herrmann, Marius Hofert
Electron. J. Statist. 16 (1), 2550-2606, (2022) DOI: 10.1214/22-EJS2007 Open Access
KEYWORDS: smooth bootstrap, Kernel distribution estimation, Bandwidth selection, kernel smoothing, Bandwidth matrix, dependence distortion, Data augmentation
Christiane Görgen, Manuele Leonelli, Orlando Marigliano
Electron. J. Statist. 16 (1), 2607-2620, (2022) DOI: 10.1214/22-EJS1984 Open Access
KEYWORDS: Bayesian Information Criterion, chain event graph, curved exponential family, Graphical model, staged tree, 62H99, 68T99
Shiyuan He, Xiaomeng Yan
Electron. J. Statist. 16 (1), 2621-2682, (2022) DOI: 10.1214/22-EJS2010 Open Access
KEYWORDS: functional principal component analysis, Functional linear regression, randomized algorithm, operator perturbation theory, 62R10, 62H25, 62D99
Samrat Roy, George Michailidis
Electron. J. Statist. 16 (1), 2683-2723, (2022) DOI: 10.1214/22-EJS2004 Open Access
KEYWORDS: tensor, tensor regression, CP decomposition, tubal-rank, alternating minimization, 62J05, 62J07, 15A72
Thijs Bos, Johannes Schmidt-Hieber
Electron. J. Statist. 16 (1), 2724-2773, (2022) DOI: 10.1214/22-EJS2011 Open Access
KEYWORDS: Convergence rates, ReLU networks, Multiclass classification, conditional class probabilities, margin condition, 62G05, 63H30, 68T07
Ery Arias-Castro, Wanli Qiao, Lin Zheng
Electron. J. Statist. 16 (1), 2774-2795, (2022) DOI: 10.1214/21-EJS1972 Open Access
KEYWORDS: mode estimation, minimax adaptive, multiscale estimation, histogram-based estimation
Tabea Rebafka, Étienne Roquain, Fanny Villers
Electron. J. Statist. 16 (1), 2796-2858, (2022) DOI: 10.1214/22-EJS2012 Open Access
KEYWORDS: multiple hypothesis testing, Stochastic block model, False discovery rate, q-values, variational expectation-maximization algorithm
Randolf Altmeyer, Ronan Le Guével
Electron. J. Statist. 16 (1), 2859-2883, (2022) DOI: 10.1214/22-EJS2013 Open Access
KEYWORDS: occupation time, Local time, Stable process, Lévy process, lower bound
Javier Hualde, Morten Ørregaard Nielsen
Electron. J. Statist. 16 (1), 2884-2946, (2022) DOI: 10.1214/22-EJS2009 Open Access
KEYWORDS: asymptotic normality, consistency, deterministic trend, Fractional process, generalized polynomial trend, generalized power law trend, noninvertibility, nonstationarity, sum-of-squares estimation, 62M10, 62F12
Ismaël Castillo, Peter Orbanz
Electron. J. Statist. 16 (1), 2947-3000, (2022) DOI: 10.1214/22-EJS2014 Open Access
KEYWORDS: stochastic blockmodel, semiparametric estimation of functionals, Minimax rates, spectral clustering, graphon model, 62G20
Pierre Alquier, Nicolas Marie, Amélie Rosier
Electron. J. Statist. 16 (1), 3001-3035, (2022) DOI: 10.1214/22-EJS2015 Open Access
KEYWORDS: Matrix completion, Multivariate Time Series Analysis, matrix factorization, high-dimensional time series, Concentration inequalities, Mixing, 62M20, 62H12, 37A25, 62H25, 62M10, 60B20
Royi Jacobovic
Electron. J. Statist. 16 (1), 3036-3059, (2022) DOI: 10.1214/22-EJS2016 Open Access
KEYWORDS: Moran’s single-split test, regular admissibility, inadmissible test, data-splitting, 62C15, 62C07, 62F03
Christophe A. N. Biscio, Anne Marie Svane
Electron. J. Statist. 16 (1), 3060-3098, (2022) DOI: 10.1214/22-EJS2017 Open Access
KEYWORDS: Point processes, Gibbs point processes, Ripley’s K function, functional central limit theorem, Goodness-of-fit test, 60F17, 60G55; 60F05
Meiling Hao, Yuanyuan Lin, Kin-yat Liu, Xingqiu Zhao
Electron. J. Statist. 16 (1), 3099-3134, (2022) DOI: 10.1214/21-EJS1970 Open Access
KEYWORDS: Current status data, functional Bahadur representation, likelihood ratio test, nonparametric inference, penalized likelihood
Zachary M. Pisano, Joshua S. Agterberg, Carey E. Priebe, Daniel Q. Naiman
Electron. J. Statist. 16 (1), 3135-3175, (2022) DOI: 10.1214/22-EJS2018 Open Access
KEYWORDS: EM algorithm, random graph, curved exponential family, estimating equations, mixture model, 62H30, 60B20, 62P10
Soukaina Douissi, Khalifa Es-Sebaiy, Frederi Viens
Electron. J. Statist. 16 (1), 3176-3211, (2022) DOI: 10.1214/22-EJS2021 Open Access
KEYWORDS: Yule’s nonsense correlation, Ornstein-Uhlenbeck paths, Wiener chaos approach, 60F05, 60G15
Chiara Amorino, Charlotte Dion-Blanc, Arnaud Gloter, Sarah Lemler
Electron. J. Statist. 16 (1), 3212-3277, (2022) DOI: 10.1214/22-EJS2019 Open Access
KEYWORDS: jump diffusion, Hawkes process, Volatility estimation, nonparametric estimation, Adaptation, 62G05, 60G55
Julien Reygner, Adrien Touboul
Electron. J. Statist. 16 (1), 3278-3314, (2022) DOI: 10.1214/21-EJS1974 Open Access
KEYWORDS: Reweighting, covariate shift, Wasserstein distance, uncertainty quantification, Nearest neighbor regression, nearest neighbor distance
Can M. Le, Elizaveta Levina
Electron. J. Statist. 16 (1), 3315-3342, (2022) DOI: 10.1214/21-EJS1971 Open Access
KEYWORDS: Community detection, Stochastic block model, network analysis, 62H12, 62H30
Shaokang Ren, Qing Mai
Electron. J. Statist. 16 (1), 3343-3384, (2022) DOI: 10.1214/22-EJS2022 Open Access
KEYWORDS: heavy-tailed data, High-dimensional classification, Huber loss, robust estimator, nearest shrunken centroids classifier, 62H30, 62J07
Nathawut Phandoidaen, Stefan Richter
Electron. J. Statist. 16 (1), 3385-3429, (2022) DOI: 10.1214/22-EJS2023 Open Access
KEYWORDS: Empirical process theory, functional dependence measure, maximal inequality, functional central limit theorem, Locally stationary processes
Tun Lee Ng, Michael A. Newton
Electron. J. Statist. 16 (1), 3430-3481, (2022) DOI: 10.1214/22-EJS2020 Open Access
KEYWORDS: random weights, weighted likelihood bootstrap, weighted Bayesian bootstrap, Lasso, bootstrap, perturbation bootstrap, consistency, model selection consistency, 62F12, 62F40, 62F15
Claire Lacour, Thanh Mai Pham Ngoc
Electron. J. Statist. 16 (1), 3482-3522, (2022) DOI: 10.1214/22-EJS2024 Open Access
KEYWORDS: mixture model, Semiparametric estimation, Circular data, 62H11, 62H30, 62G05
Haomiao Meng, Xingye Qiao
Electron. J. Statist. 16 (1), 3523-3560, (2022) DOI: 10.1214/22-EJS2025 Open Access
KEYWORDS: heterogeneous treatment effects, doubly robust estimator, multi-arm treatments, angle-based approach, statistical learning theory
Youssouph Cissokho, Rafal Kulik
Electron. J. Statist. 16 (1), 3561-3607, (2022) DOI: 10.1214/22-EJS2026 Open Access
KEYWORDS: Regularly varying time series, Extremes, cluster index, extremal index
Josua Gösmann, Christina Stoehr, Johannes Heiny, Holger Dette
Electron. J. Statist. 16 (1), 3608-3671, (2022) DOI: 10.1214/22-EJS2027 Open Access
KEYWORDS: High dimensional time series, Change point analysis, sequential monitoring, Gaussian approximation, bootstrap, Extreme value theory, 62M10, 62H15, 62G20, 60G70
Benjamin Holcblat, Fallaw Sowell
Electron. J. Statist. 16 (1), 3672-3694, (2022) DOI: 10.1214/21-EJS1976 Open Access
KEYWORDS: Empirical saddlepoint approximation, method of moments, weak instruments, Kullback-Leibler divergence criterion, variance penalization
Timothée Mathieu
Electron. J. Statist. 16 (1), 3695-3750, (2022) DOI: 10.1214/22-EJS2030 Open Access
KEYWORDS: robust statistics, Concentration inequalities, Mean estimation, 62F35, 60G25
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