VOL. 18 · NO. 2 | 2024
 
VIEW ALL ABSTRACTS +
Articles
Hengfang Wang, Jae Kwang Kim, Jeongseop Han, Youngjo Lee
Electron. J. Statist. 18 (2), 2687-2720, (2024) DOI: 10.1214/24-EJS2263 Open Access
KEYWORDS: covariate balancing, information projection, γ-power divergence, missing data, 62D10, 62F35
Marouane Il Idrissi, Nicolas Bousquet, Fabrice Gamboa, Bertrand Iooss, Jean-Michel Loubes
Electron. J. Statist. 18 (2), 2721-2770, (2024) DOI: 10.1214/24-EJS2268 Open Access
KEYWORDS: interpretability, machine learning, computer model, sensitivity analysis, robutness, Epistemic uncertainty, domain uncertainty, quantiles, isotonic polynomials, 62F35, 49K40, 68T01, 62H30, 62P30, 62P99, 41A10, 97R30, 11E25, 49Q12, 65F30
Moreno Bevilacqua, Xavier Emery, Tarik Faouzi
Electron. J. Statist. 18 (2), 2771-2797, (2024) DOI: 10.1214/24-EJS2270 Open Access
KEYWORDS: infill asymptotics, matérn model, microergodic parameter, Sparse matrices
Guillaume Braun
Electron. J. Statist. 18 (2), 2798-2823, (2024) DOI: 10.1214/24-EJS2271 Open Access
KEYWORDS: Spectral method, clustering, bipartite stochastic block model, 62H30
Fei Jiang, Yanyuan Ma
Electron. J. Statist. 18 (2), 2824-2849, (2024) DOI: 10.1214/24-EJS2272 Open Access
KEYWORDS: Errors in covariates, measurement error, prediction interval, semiparametrics, 62Gxx, 62PXX
Axel Bücher, Torben Staud
Electron. J. Statist. 18 (2), 2850-2885, (2024) DOI: 10.1214/24-EJS2269 Open Access
KEYWORDS: extreme value copula, Generalized extreme value distribution, Mixing coefficient, sliding block maxima, stationary time series, 62G32, 62E20, 60G70
Perrine Lacroix, Marie-Laure Martin
Electron. J. Statist. 18 (2), 2886-2930, (2024) DOI: 10.1214/24-EJS2260 Open Access
KEYWORDS: Ordered variable selection, prediction, FDR, high-dimension, Gaussian regression, hyperparameter calibration, 62J05, 62P99, 62J07
Cristina Butucea, Jean-François Delmas, Anne Dutfoy, Clément Hardy
Electron. J. Statist. 18 (2), 2931-2973, (2024) DOI: 10.1214/24-EJS2267 Open Access
KEYWORDS: goodness-of-fit testing, mixture model, non-linear regression model, non-parametric hypotheses testing, off-the-grid methods, spikes deconvolution, 62G05, 62G10, 62G08
Emily C. Hector, Ryan Martin
Electron. J. Statist. 18 (2), 2974-3020, (2024) DOI: 10.1214/24-EJS2265 Open Access
KEYWORDS: Data enrichment, generalized linear models, Kullback–Leibler divergence, transfer learning, Ridge regression, 62J07, 62F12, 62B11
Felix Gnettner, Claudia Kirch, Alicia Nieto-Reyes
Electron. J. Statist. 18 (2), 3021-3106, (2024) DOI: 10.1214/24-EJS2250 Open Access
KEYWORDS: two-sample test, asymptotics, nonparametric inference, rank test, functional data, multivariate testing, 62G20, 62G10, 62H15
Dennis Dobler, Eni Musta
Electron. J. Statist. 18 (2), 3107-3169, (2024) DOI: 10.1214/24-EJS2249 Open Access
KEYWORDS: Asymptotic statistics, cure models, estimand, inference, logistic-Cox mixture model, random permutation, right-censoring, 62N02, 62G09, 62G20, 62F12
Gilles R. Ducharme, Teresa Ledwina
Electron. J. Statist. 18 (2), 3170-3211, (2024) DOI: 10.1214/24-EJS2266 Open Access
KEYWORDS: Chi-square test, comparison curve, data driven test, diagnostic component, graphical inference, model validation, PP plot, selection rule, smooth test, 62A09, 62F03
Yiqi Tang, Ryan Martin
Electron. J. Statist. 18 (2), 3212-3246, (2024) DOI: 10.1214/24-EJS2274 Open Access
KEYWORDS: data-dependent prior, logistic regression, Model selection, Poisson log-linear model, posterior asymptotics, 62C12, 62E20, 62J12
Huaimin Diao, Dianpeng Wang, Xu He
Electron. J. Statist. 18 (2), 3247-3273, (2024) DOI: 10.1214/24-EJS2251 Open Access
KEYWORDS: big data, nonparametric model, space-filling design, tall data, 60K35, 60K35, 60K35
Shayan Hundrieser, Benjamin Eltzner, Stephan Huckemann
Electron. J. Statist. 18 (2), 3274-3309, (2024) DOI: 10.1214/24-EJS2276 Open Access
KEYWORDS: Fréchet means, smeariness, one- and two-sample tests, parametric asymptotic quantile based tests, Bootstrap tests, directional data on circles and tori, wind directions, 62H11, 60F05, 62G10
Michiko Okudo, Fumiyasu Komaki
Electron. J. Statist. 18 (2), 3310-3326, (2024) DOI: 10.1214/24-EJS2277 Open Access
KEYWORDS: Bayes extended estimator, Empirical Bayes, extended plug-in density, Stein’s prior, 62C10, 62C12, 62F15
Bohao Tang, Sandipan Pramanik, Yi Zhao, Brian Caffo, Abhirup Datta
Electron. J. Statist. 18 (2), 3327-3375, (2024) DOI: 10.1214/24-EJS2275 Open Access
KEYWORDS: Bayesian, Gaussian process, distribution regression, minimax
Eni Musta, Tsz Pang Yuen
Electron. J. Statist. 18 (2), 3376-3436, (2024) DOI: 10.1214/24-EJS2273 Open Access
KEYWORDS: Survival analysis, mixture cure model, Single-index model, isotonic estimation, kernel smoothing, 62N02
Alejandro Cholaquidis, Antonio Cuevas, Leonardo Moreno
Electron. J. Statist. 18 (2), 3437-3460, (2024) DOI: 10.1214/24-EJS2278 Open Access
KEYWORDS: condition number, Minkowski content, polynomial volume, reach, volume function, 62G05, 62G20, 68W25, 60D05
Bernard Bercu, Jérémie Bigot, Gauthier Thurin
Electron. J. Statist. 18 (2), 3461-3496, (2024) DOI: 10.1214/24-EJS2279 Open Access
KEYWORDS: Center-outward quantiles, tails of a multivariate distribution, Convergence in distribution, multivariate risk analysis, 62H05, 62P99, 60F05
Weiqing Gao, Ben Wu, Bo Zhang
Electron. J. Statist. 18 (2), 3497-3534, (2024) DOI: 10.1214/24-EJS2280 Open Access
KEYWORDS: GARCH, high-frequency data, volatility estimation and forecasting, Bayesian inference, 65C05, 60G10, 62F15
Jingfu Peng
Electron. J. Statist. 18 (2), 3535-3572, (2024) DOI: 10.1214/24-EJS2282 Open Access
KEYWORDS: model averaging, Stein shrinkage, penalized blockwise Stein rule, asymptotic optimality, 62G05, 62J05
Guanzhou Chen, Boxin Tang
Electron. J. Statist. 18 (2), 3573-3589, (2024) DOI: 10.1214/24-EJS2284 Open Access
KEYWORDS: computer experiment, fractional factorial experiment, orthogonal array, space-filling design, 62K15
Hyemin Yeon, Xiongtao Dai, Daniel J. Nordman
Electron. J. Statist. 18 (2), 3590-3627, (2024) DOI: 10.1214/24-EJS2285 Open Access
KEYWORDS: asymptotic normality, bias correction, bootstrapping pairs, Functional data analysis, multiple testing, scalar-on-function regression, 62R10, 62G09, 62E20
Lorenzo Pacchiardi, Sherman Khoo, Ritabrata Dutta
Electron. J. Statist. 18 (2), 3628-3686, (2024) DOI: 10.1214/24-EJS2283 Open Access
KEYWORDS: likelihood-free inference, generalized Bayes, scoring rules, pseudo-marginal MCMC, 62-08, 62A01
Lu Wang, Chunling Wang, Xiaoyan Lin, Lianming Wang
Electron. J. Statist. 18 (2), 3687-3705, (2024) DOI: 10.1214/24-EJS2288 Open Access
KEYWORDS: Bayesian nonparametric, Dirichlet process mixture, frailty, panel count data, Poisson process, 62-08, 62M10, 62G05
A. M. Svane, C. A. N. Biscio, R. Waagepetersen
Electron. J. Statist. 18 (2), 3706-3728, (2024) DOI: 10.1214/24-EJS2289 Open Access
KEYWORDS: functional central limit theorem, Goodness-of-fit test, inhomogeneous K-function, intensity estimation, point process, Ripley’s K-function, 60F17, 60G55, 60F05
Vincent Brault, Émilie Devijver, Charlotte Laclau
Electron. J. Statist. 18 (2), 3729-3773, (2024) DOI: 10.1214/24-EJS2286 Open Access
KEYWORDS: mixture model, segmentation, functional data, consistency, 62M10, 62F12, 62-08
Lin Xiao, Luo Xiao
Electron. J. Statist. 18 (2), 3774-3824, (2024) DOI: 10.1214/24-EJS2281 Open Access
KEYWORDS: Dimension reduction, high dimensional data, ℓ2 convergence, Sparsity, 62H25, 62H25, 62H25
Cédric Travelletti, David Ginsbourger
Electron. J. Statist. 18 (2), 3825-3857, (2024) DOI: 10.1214/24-EJS2262 Open Access
KEYWORDS: Gaussian process, Gaussian measure, sequential data assimilation, 60G15, 93E35, 28C20
Won-Ki Seo, Han Lin Shang
Electron. J. Statist. 18 (2), 3858-3902, (2024) DOI: 10.1214/24-EJS2290 Open Access
KEYWORDS: Fractional cointegration, Long-memory time series, functional data, functional principal component analysis, limit theorems, 37M10, 62F03
Dena Marie Asta
Electron. J. Statist. 18 (2), 3903-3930, (2024) DOI: 10.1214/24-EJS2291 Open Access
KEYWORDS: manifold learning, graph Laplacian, consistency, Connes’ distance formula, Laplace-Beltrami operator, Wasserstein distance, 62G05, 62R30
Hui Jiang, Yajuan Pan, Weilin Xiao, Qingshan Yang, Jun Yu
Electron. J. Statist. 18 (2), 3931-3974, (2024) DOI: 10.1214/24-EJS2293 Open Access
KEYWORDS: explosive process, Hurst parameter, long memory, anti-persistency, double asymptotics, in-fill asymptotics, 62N02, 60F10, 60G22
Per August Jarval Moen, Ingrid Kristine Glad, Martin Tveten
Electron. J. Statist. 18 (2), 3975-4038, (2024) DOI: 10.1214/24-EJS2294 Open Access
KEYWORDS: Changepoints, high-dimensional, binary segmentation, 62H12
Tianxing Mei, Chen Wang, Jianfeng Yao
Electron. J. Statist. 18 (2), 4039-4074, (2024) DOI: 10.1214/24-EJS2287 Open Access
KEYWORDS: Many-sample test, equality hypothesis, Multivariate analysis, Hypothesis testing, proportionality hypothesis, large covariance matrix, U-statistics, transposable data, 62H15, 62H10
Bertille Follain, Francis Bach
Electron. J. Statist. 18 (2), 4075-4118, (2024) DOI: 10.1214/24-EJS2301 Open Access
KEYWORDS: multi-index model, Sparsity, Non-parametric regression, regularised empirical risk minimisation, alternating minimisation, Hermite polynomials, 62G08, 62F10, 65K10
Toshiki Tsuda, Masaaki Imaizumi
Electron. J. Statist. 18 (2), 4119-4197, (2024) DOI: 10.1214/24-EJS2297 Open Access
KEYWORDS: high-dimension, endogeneity, Linear regression, non-sparsity, convex Gaussian minimax theorem, 62J05
Mingjun Gang, Xin Wang, Zhonglei Wang, Wei Zhong
Electron. J. Statist. 18 (2), 4198-4234, (2024) DOI: 10.1214/24-EJS2295 Open Access
KEYWORDS: Clustered coefficient, generalized linear regression models, pairwise penalties, survey sampling, 62D05, 62J07, 62J12, 62J05
Lea Kaufmann, Maria Kateri
Electron. J. Statist. 18 (2), 4235-4291, (2024) DOI: 10.1214/24-EJS2296 Open Access
KEYWORDS: High-dimensional statistics, Lasso, group lasso, L0 norm, L1 norm, n consistency, PIRLS algorithm, block coordinate descent (BCD) method
Mingyue Du, Qiang Wu, Xingwei Tong, Xingqiu Zhao
Electron. J. Statist. 18 (2), 4292-4321, (2024) DOI: 10.1214/24-EJS2298 Open Access
KEYWORDS: deep neural network, interval-censored data, partially linear Cox model, Semiparametric efficiency, spline function, 62N02, 62G20, 62G08
Bruno Pelletier
Electron. J. Statist. 18 (2), 4322-4381, (2024) DOI: 10.1214/24-EJS2305 Open Access
KEYWORDS: anomaly detection, isolation forest, Binary tree, scoring, recursive partition, 62G20, 62H30
Monia Lupparelli, Giovanni M. Marchetti
Electron. J. Statist. 18 (2), 4382-4406, (2024) DOI: 10.1214/24-EJS2299 Open Access
KEYWORDS: Active path, collpased table, dependence ratio, mean parameter decomposition, odds ratio, undirected graph, Yule’s measure
Weichao Yang, Xu Guo, Lixing Zhu
Electron. J. Statist. 18 (2), 4407-4458, (2024) DOI: 10.1214/24-EJS2304 Open Access
KEYWORDS: Ultrahigh-dimensional inference, U-statistics, orthogonalization, 62F03, 62H15
Antoine Ayache
Electron. J. Statist. 18 (2), 4459-4498, (2024) DOI: 10.1214/24-EJS2302 Open Access
KEYWORDS: Heavy-tailed stable distributions, harmonizable fractional processes, Non-ergodicity, strong laws of large numbers, central limit theorems, 60G22, 60F15, 60H05
Daeyoung Ham, Adam J. Rothman
Electron. J. Statist. 18 (2), 4499-4525, (2024) DOI: 10.1214/24-EJS2303 Open Access
KEYWORDS: Invariance, penalized least squares, High-dimensional data
Mathieu Sart
Electron. J. Statist. 18 (2), 4526-4577, (2024) DOI: 10.1214/24-EJS2306 Open Access
KEYWORDS: Besov classes, Minimax rates, shape constraints, Non-parametric estimation, 62G05, 62G07
Dennis Dobler, Merle Munko
Electron. J. Statist. 18 (2), 4578-4581, (2024) DOI: 10.1214/24-EJS2310 Open Access
KEYWORDS: Aalen-Johansen estimator, discontinuous cumulative incidence functions, Greenwood-type variance estimator, Survival analysis, Tied event times, 62N03, 62G09
Emma S. Simpson, Jonathan A. Tawn
Electron. J. Statist. 18 (2), 4582-4611, (2024) DOI: 10.1214/24-EJS2300 Open Access
KEYWORDS: Bivariate extremes, coefficient of asymptotic independence, Conditional extremes, extremal dependence structure, gauge function
Tim P. Morrison, Art B. Owen
Electron. J. Statist. 18 (2), 4612-4639, (2024) DOI: 10.1214/24-EJS2312 Open Access
KEYWORDS: Marginally restricted design, randomized controlled trial, regression discontinuity, 62K05, 62D20
Lu Mao
Electron. J. Statist. 18 (2), 4640-4666, (2024) DOI: 10.1214/24-EJS2311 Open Access
KEYWORDS: Augmented estimator, efficient influence, projection, semiparametric theory, tangent space, 62G35, 62E20
Se Yoon Lee, Peng Zhao, Debdeep Pati, Bani K. Mallick
Electron. J. Statist. 18 (2), 4667-4723, (2024) DOI: 10.1214/24-EJS2317 Open Access
KEYWORDS: high-dimensional problem, tail-adaptive shrinkage, the GLT prior, the Horseshoe, 62F15, 62C10, 62C20
Jiayi Deng, Danyang Huang, Xiangyu Chang, Bo Zhang
Electron. J. Statist. 18 (2), 4724-4766, (2024) DOI: 10.1214/24-EJS2309 Open Access
KEYWORDS: Network community detection, Large-scale networks, network subsampling, Model selection
Ilmun Kim, Matey Neykov, Sivaraman Balakrishnan, Larry Wasserman
Electron. J. Statist. 18 (2), 4767-4794, (2024) DOI: 10.1214/24-EJS2315 Open Access
KEYWORDS: depoissonization, negative association, permutation tests, Conditional independence, sample complexity, 62C20, 62G99, 62H17
Sergio Brenner Miguel, Jan Johannes, Maximilian Siebel
Electron. J. Statist. 18 (2), 4795-4850, (2024) DOI: 10.1214/24-EJS2314 Open Access
KEYWORDS: Density and survival function estimation, Multiplicative measurement errors, Mellin transform, Mellin-Sobolev space, inverse problem, Adaptation, 62G05, 62G07, 62C20
Carlos A. Fernández
Electron. J. Statist. 18 (2), 4851-4881, (2024) DOI: 10.1214/24-EJS2318 Open Access
KEYWORDS: bootstrap, regeneration based bootstrap, regeneration block bootstrap, nonparametric estimation, null recurrent Markov chain, 60K35, 60K35, 60K35
Ingrid Van Keilegom, Motahareh Parsa
Electron. J. Statist. 18 (2), 4882-4915, (2024) DOI: 10.1214/24-EJS2319 Open Access
KEYWORDS: Accelerated failure time model, cure models, Kaplan-Meier estimator, kernel density estimator, Semiparametric model, 62N01, 62N02, 62G07, 62G20
Sam Efromovich
Electron. J. Statist. 18 (2), 4916-4991, (2024) DOI: 10.1214/24-EJS2321 Open Access
KEYWORDS: Adaptation, anaerobic digestion, curse of dimensionality, sharp minimax, Survival analysis
Sebastian Arnold, Eva-Maria Walz, Johanna Ziegel, Tilmann Gneiting
Electron. J. Statist. 18 (2), 4992-5044, (2024) DOI: 10.1214/24-EJS2316 Open Access
KEYWORDS: continuous ranked probability score, score decomposition, isotonic distributional regression, 62G08
Niccolò Dalmasso, Luca Masserano, David Zhao, Rafael Izbicki, Ann B. Lee
Electron. J. Statist. 18 (2), 5045-5090, (2024) DOI: 10.1214/24-EJS2307 Open Access
KEYWORDS: likelihood-free inference, simulator-based inference, frequentist coverage, Confidence sets, Neyman inversion, 62F25, 62G08, 62P35
Back to Top