VOL. 16 · NO. 1 | 2022
 
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Articles
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
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