Liu, Hanzhong; Tu, Fuyi; Ma, Wei Lasso-adjusted treatment effect estimation under covariate-adaptive randomization. (English) Zbl 07689565 Biometrika 110, No. 2, 431-447 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Liu} et al., Biometrika 110, No. 2, 431--447 (2023; Zbl 07689565) Full Text: DOI OpenURL
Steinberger, Lukas; Leeb, Hannes Conditional predictive inference for stable algorithms. (English) Zbl 07684013 Ann. Stat. 51, No. 1, 290-311 (2023). MSC: 62G15 62J02 62J07 62G20 PDF BibTeX XML Cite \textit{L. Steinberger} and \textit{H. Leeb}, Ann. Stat. 51, No. 1, 290--311 (2023; Zbl 07684013) Full Text: DOI arXiv OpenURL
Bu, Zhiqi; Klusowski, Jason M.; Rush, Cynthia; Su, Weijie J. Characterizing the SLOPE trade-off: a variational perspective and the Donoho-Tanner limit. (English) Zbl 07684004 Ann. Stat. 51, No. 1, 33-61 (2023). MSC: 62F03 62E20 62J05 62J07 PDF BibTeX XML Cite \textit{Z. Bu} et al., Ann. Stat. 51, No. 1, 33--61 (2023; Zbl 07684004) Full Text: DOI arXiv OpenURL
Zou, Yuye; Fan, Guoliang; Zhang, Riquan Composite quantile regression for heteroscedastic partially linear varying-coefficient models with missing censoring indicators. (English) Zbl 07677421 J. Stat. Comput. Simulation 93, No. 3, 341-365 (2023). MSC: 62G20 62G08 PDF BibTeX XML Cite \textit{Y. Zou} et al., J. Stat. Comput. Simulation 93, No. 3, 341--365 (2023; Zbl 07677421) Full Text: DOI OpenURL
Kawakami, Jun; Hashimoto, Shintaro Approximate Gibbs sampler for Bayesian huberized lasso. (English) Zbl 07677408 J. Stat. Comput. Simulation 93, No. 1, 128-162 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Kawakami} and \textit{S. Hashimoto}, J. Stat. Comput. Simulation 93, No. 1, 128--162 (2023; Zbl 07677408) Full Text: DOI arXiv OpenURL
Yang, Yaohong; Wang, Lei Communication-efficient sparse composite quantile regression for distributed data. (English) Zbl 07673433 Metrika 86, No. 3, 261-283 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Yang} and \textit{L. Wang}, Metrika 86, No. 3, 261--283 (2023; Zbl 07673433) Full Text: DOI OpenURL
Kang, Lican; Luo, Yuan; Yang, Jerry Zhijian; Zhu, Chang A primal and dual active set algorithm for truncated \(L_1\) regularized logistic regression. (English) Zbl 07668844 J. Ind. Manag. Optim. 19, No. 4, 2452-2463 (2023). MSC: 62J12 62J07 90C26 PDF BibTeX XML Cite \textit{L. Kang} et al., J. Ind. Manag. Optim. 19, No. 4, 2452--2463 (2023; Zbl 07668844) Full Text: DOI OpenURL
Gómez, Andrés; He, Ziyu; Pang, Jong-Shi Linear-step solvability of some folded concave and singly-parametric sparse optimization problems. (English) Zbl 07667536 Math. Program. 198, No. 2 (B), 1339-1380 (2023). MSC: 90C20 90C26 90C31 90C33 62J07 PDF BibTeX XML Cite \textit{A. Gómez} et al., Math. Program. 198, No. 2 (B), 1339--1380 (2023; Zbl 07667536) Full Text: DOI OpenURL
Miyazaki, Izuru Recovery of partly sparse and dense signals. (English) Zbl 07664760 J. Multivariate Anal. 195, Article ID 105161, 14 p. (2023). MSC: 62H12 62J07 PDF BibTeX XML Cite \textit{I. Miyazaki}, J. Multivariate Anal. 195, Article ID 105161, 14 p. (2023; Zbl 07664760) Full Text: DOI OpenURL
Gebken, Bennet; Bieker, Katharina; Peitz, Sebastian On the structure of regularization paths for piecewise differentiable regularization terms. (English) Zbl 07662965 J. Glob. Optim. 85, No. 3, 709-741 (2023). MSC: 65F22 62J07 90C29 49J52 PDF BibTeX XML Cite \textit{B. Gebken} et al., J. Glob. Optim. 85, No. 3, 709--741 (2023; Zbl 07662965) Full Text: DOI arXiv OpenURL
Pandhare, S. C.; Ramanathan, T. V. The robust desparsified lasso and the focused information criterion for high-dimensional generalized linear models. (English) Zbl 07659651 Statistics 57, No. 1, 1-25 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. C. Pandhare} and \textit{T. V. Ramanathan}, Statistics 57, No. 1, 1--25 (2023; Zbl 07659651) Full Text: DOI OpenURL
Szendrei, Tibor; Varga, Katalin Revisiting vulnerable growth in the Euro Area: identifying the role of financial conditions in the distribution. (English) Zbl 1508.91351 Econ. Lett. 223, Article ID 110990, 6 p. (2023). MSC: 91B62 91B82 PDF BibTeX XML Cite \textit{T. Szendrei} and \textit{K. Varga}, Econ. Lett. 223, Article ID 110990, 6 p. (2023; Zbl 1508.91351) Full Text: DOI OpenURL
Poon, Clarice; Keriven, Nicolas; Peyré, Gabriel The geometry of off-the-grid compressed sensing. (English) Zbl 07654472 Found. Comput. Math. 23, No. 1, 241-327 (2023). MSC: 62J07 65K05 90C25 49Q22 PDF BibTeX XML Cite \textit{C. Poon} et al., Found. Comput. Math. 23, No. 1, 241--327 (2023; Zbl 07654472) Full Text: DOI arXiv OpenURL
Song, Qifan; Liang, Faming Nearly optimal Bayesian shrinkage for high-dimensional regression. (English) Zbl 07649255 Sci. China, Math. 66, No. 2, 409-442 (2023). MSC: 62J07 62F15 PDF BibTeX XML Cite \textit{Q. Song} and \textit{F. Liang}, Sci. China, Math. 66, No. 2, 409--442 (2023; Zbl 07649255) Full Text: DOI arXiv OpenURL
Peng, Ling; Zhu, Yan; Zhong, Wenxuan Lasso regression in sparse linear model with \(\varphi\)-mixing errors. (English) Zbl 1506.62340 Metrika 86, No. 1, 1-26 (2023). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{L. Peng} et al., Metrika 86, No. 1, 1--26 (2023; Zbl 1506.62340) Full Text: DOI OpenURL
Lassance, Nathan An analytical shrinkage estimator for linear regression. (English) Zbl 1502.62078 Stat. Probab. Lett. 194, Article ID 109760, 9 p. (2023). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{N. Lassance}, Stat. Probab. Lett. 194, Article ID 109760, 9 p. (2023; Zbl 1502.62078) Full Text: DOI OpenURL
Liu, Yu; Zhuang, Xiaoyang Shrinkage estimation of semi-parametric spatial autoregressive panel data model with fixed effects. (English) Zbl 1502.62090 Stat. Probab. Lett. 194, Article ID 109746, 8 p. (2023). MSC: 62M10 62G08 62J07 62F12 62M30 PDF BibTeX XML Cite \textit{Y. Liu} and \textit{X. Zhuang}, Stat. Probab. Lett. 194, Article ID 109746, 8 p. (2023; Zbl 1502.62090) Full Text: DOI OpenURL
He, Daojiang; Cheng, Jinjiao; Xu, Kai High-dimensional variable screening through kernel-based conditional mean dependence. (English) Zbl 1502.62044 J. Stat. Plann. Inference 224, 27-41 (2023). MSC: 62G08 62H20 62J07 62G20 62-08 PDF BibTeX XML Cite \textit{D. He} et al., J. Stat. Plann. Inference 224, 27--41 (2023; Zbl 1502.62044) Full Text: DOI OpenURL
Cai, Li; Wang, Suojin Simultaneous confidence bands and global inferences for extended partially linear single-index models. (English) Zbl 1505.62475 Appl. Math. Modelling 113, 30-43 (2023). MSC: 62G08 62J07 62G15 PDF BibTeX XML Cite \textit{L. Cai} and \textit{S. Wang}, Appl. Math. Modelling 113, 30--43 (2023; Zbl 1505.62475) Full Text: DOI OpenURL
Capó, Marco; Pérez, Aritz; Lozano, José A. LASSO for streaming data with adaptative filtering. (English) Zbl 1499.62013 Stat. Comput. 33, No. 1, Paper No. 5, 14 p. (2023). MSC: 62-08 62J07 PDF BibTeX XML Cite \textit{M. Capó} et al., Stat. Comput. 33, No. 1, Paper No. 5, 14 p. (2023; Zbl 1499.62013) Full Text: DOI OpenURL
Foucart, Simon The sparsity of LASSO-type minimizers. (English) Zbl 1499.62243 Appl. Comput. Harmon. Anal. 62, 441-452 (2023). MSC: 62J07 65F22 90C25 94A12 PDF BibTeX XML Cite \textit{S. Foucart}, Appl. Comput. Harmon. Anal. 62, 441--452 (2023; Zbl 1499.62243) Full Text: DOI arXiv OpenURL
Shen, Zhengwei; Chen, Qian; Yang, Fan A convex relaxation framework consisting of a primal-dual alternative algorithm for solving \(\ell_0\) sparsity-induced optimization problems with application to signal recovery based image restoration. (English) Zbl 07614154 J. Comput. Appl. Math. 421, Article ID 114878, 18 p. (2023). MSC: 94A12 62J07 62J05 90C26 90C90 PDF BibTeX XML Cite \textit{Z. Shen} et al., J. Comput. Appl. Math. 421, Article ID 114878, 18 p. (2023; Zbl 07614154) Full Text: DOI OpenURL
Mandal, Abhijit; Ghosh, Samiran Robust Lasso and its applications in healthcare data. (English) Zbl 1497.62190 Balakrishnan, Narayanaswamy (ed.) et al., Trends in mathematical, information and data sciences. A tribute to Leandro Pardo. Based on the presentations at the symposium on information theory with applications to statistical inference, Madrid, Spain, December 2, 2019. Cham: Springer. Stud. Syst. Decis. Control 445, 389-398 (2023). MSC: 62J07 62G35 62P10 PDF BibTeX XML Cite \textit{A. Mandal} and \textit{S. Ghosh}, Stud. Syst. Decis. Control 445, 389--398 (2023; Zbl 1497.62190) Full Text: DOI OpenURL
Chernozhukov, Victor; Newey, Whitney K.; Singh, Rahul Automatic debiased machine learning of causal and structural effects. (English) Zbl 07689181 Econometrica 90, No. 3, 967-1027 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Chernozhukov} et al., Econometrica 90, No. 3, 967--1027 (2022; Zbl 07689181) Full Text: DOI arXiv OpenURL
Dowlatshahi, M. B.; Zare-Chahooki, M. A.; Beiranvand, S.; Hashemi, A. GKRR: a gravitational-based kernel ridge regression for software development effort estimation. (English) Zbl 07688002 J. Mahani Math. Res. Cent. 11, No. 3, 147-174 (2022). MSC: 62J07 PDF BibTeX XML Cite \textit{M. B. Dowlatshahi} et al., J. Mahani Math. Res. Cent. 11, No. 3, 147--174 (2022; Zbl 07688002) Full Text: DOI OpenURL
Han, Xuanli; Peng, Jigen; Cui, Angang; Zhao, Fujun; Li, Kexue A general null space property for sparse principal component analysis. (English) Zbl 07685385 Circuits Syst. Signal Process. 41, No. 8, 4570-4580 (2022). MSC: 62H25 90C20 62J07 94A12 PDF BibTeX XML Cite \textit{X. Han} et al., Circuits Syst. Signal Process. 41, No. 8, 4570--4580 (2022; Zbl 07685385) Full Text: DOI OpenURL
Ma, Zichen; Fokoué, Ernest P. Bayesian variable selection for linear regression with the \(\kappa\)-\(G\) priors. (English) Zbl 07682087 Math. Appl., Brno 11, No. 2, 143-154 (2022). MSC: 62J05 62J07 65C05 PDF BibTeX XML Cite \textit{Z. Ma} and \textit{E. P. Fokoué}, Math. Appl., Brno 11, No. 2, 143--154 (2022; Zbl 07682087) Full Text: DOI arXiv OpenURL
Schmidt, Alexander; Schweikert, Karsten Multiple structural breaks in cointegrating regressions: a model selection approach. (English) Zbl 07679715 Stud. Nonlinear Dyn. Econom. 26, No. 2, 219-254 (2022). MSC: 62-XX 91-XX 62E20 62J07 91B84 PDF BibTeX XML Cite \textit{A. Schmidt} and \textit{K. Schweikert}, Stud. Nonlinear Dyn. Econom. 26, No. 2, 219--254 (2022; Zbl 07679715) Full Text: DOI OpenURL
Tardivel, Patrick J. C.; Bogdan, Małgorzata On the sign recovery by least absolute shrinkage and selection operator, thresholded least absolute shrinkage and selection operator, and thresholded basis pursuit denoising. (English) Zbl 07674522 Scand. J. Stat. 49, No. 4, 1636-1668 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. J. C. Tardivel} and \textit{M. Bogdan}, Scand. J. Stat. 49, No. 4, 1636--1668 (2022; Zbl 07674522) Full Text: DOI OpenURL
Zhang, Yan Dora; Naughton, Brian P.; Bondell, Howard D.; Reich, Brian J. Bayesian regression using a prior on the model fit: the R2-D2 shrinkage prior. (English) Zbl 1507.62266 J. Am. Stat. Assoc. 117, No. 538, 862-874 (2022). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{Y. D. Zhang} et al., J. Am. Stat. Assoc. 117, No. 538, 862--874 (2022; Zbl 1507.62266) Full Text: DOI arXiv OpenURL
Brown, D. Andrew; McMahan, Christopher S.; Shinohara, Russell T.; Linn, Kristin A. Bayesian spatial binary regression for label fusion in structural neuroimaging. (English) Zbl 1507.68291 J. Am. Stat. Assoc. 117, No. 538, 547-560 (2022). MSC: 68T20 62J07 68T05 92C55 PDF BibTeX XML Cite \textit{D. A. Brown} et al., J. Am. Stat. Assoc. 117, No. 538, 547--560 (2022; Zbl 1507.68291) Full Text: DOI arXiv OpenURL
Wang, Zeya; Baladandayuthapani, Veerabhadran; Kaseb, Ahmed O.; Amin, Hesham M.; Hassan, Manal M.; Wang, Wenyi; Morris, Jeffrey S. Bayesian edge regression in undirected graphical models to characterize interpatient heterogeneity in cancer. (English) Zbl 1507.62350 J. Am. Stat. Assoc. 117, No. 538, 533-546 (2022). MSC: 62P10 62H22 62J07 68T05 PDF BibTeX XML Cite \textit{Z. Wang} et al., J. Am. Stat. Assoc. 117, No. 538, 533--546 (2022; Zbl 1507.62350) Full Text: DOI arXiv OpenURL
Rosset, Saharon; Tibshirani, Ryan J. Correction to: “From fixed-X to random-X regression: bias-variance decompositions, covariance penalties, and prediction error estimation”. (English) Zbl 1507.62297 J. Am. Stat. Assoc. 117, No. 537, 529 (2022). MSC: 62M20 62J07 62J10 68T05 PDF BibTeX XML Cite \textit{S. Rosset} and \textit{R. J. Tibshirani}, J. Am. Stat. Assoc. 117, No. 537, 529 (2022; Zbl 1507.62297) Full Text: DOI OpenURL
Bai, Ray; Moran, Gemma E.; Antonelli, Joseph L.; Chen, Yong; Boland, Mary R. Spike-and-slab group Lassos for grouped regression and sparse generalized additive models. (English) Zbl 1506.62278 J. Am. Stat. Assoc. 117, No. 537, 184-197 (2022). MSC: 62G08 62J07 62F15 PDF BibTeX XML Cite \textit{R. Bai} et al., J. Am. Stat. Assoc. 117, No. 537, 184--197 (2022; Zbl 1506.62278) Full Text: DOI arXiv OpenURL
Farhang-Sardroodi, Suzan; Ghaemi, Mohammad Sajjad; Craig, Morgan; Ooi, Hsu Kiang; Heffernan, Jane M. A machine learning approach to differentiate between COVID-19 and influenza infection using synthetic infection and immune response data. (English) Zbl 1508.92253 Math. Biosci. Eng. 19, No. 6, 5813-5831 (2022). MSC: 92D30 62P10 68T05 PDF BibTeX XML Cite \textit{S. Farhang-Sardroodi} et al., Math. Biosci. Eng. 19, No. 6, 5813--5831 (2022; Zbl 1508.92253) Full Text: DOI OpenURL
Abdalla, Pedro; Kümmerle, Christian Dictionary-sparse recovery from heavy-tailed measurements. (English) Zbl 1508.94020 Inf. Inference 11, No. 4, 1501-1526 (2022). MSC: 94A12 62H12 62J07 PDF BibTeX XML Cite \textit{P. Abdalla} and \textit{C. Kümmerle}, Inf. Inference 11, No. 4, 1501--1526 (2022; Zbl 1508.94020) Full Text: DOI arXiv OpenURL
Kuchibhotla, Arun Kumar; Chakrabortty, Abhishek Moving beyond sub-Gaussianity in high-dimensional statistics: applications in covariance estimation and linear regression. (English) Zbl 07655446 Inf. Inference 11, No. 4, 1389-1456 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. K. Kuchibhotla} and \textit{A. Chakrabortty}, Inf. Inference 11, No. 4, 1389--1456 (2022; Zbl 07655446) Full Text: DOI arXiv OpenURL
Akay, Kadri Ulaş A new improved Liu-type estimator for Poisson regression models. (English) Zbl 07645319 Hacet. J. Math. Stat. 51, No. 5, 1484-1503 (2022). MSC: 62J07 62F10 PDF BibTeX XML Cite \textit{K. U. Akay}, Hacet. J. Math. Stat. 51, No. 5, 1484--1503 (2022; Zbl 07645319) Full Text: DOI OpenURL
Grande, Aline Foerster; Pumi, Guilherme; Cybis, Gabriela Bettella Granger causality and time series regression for modelling the migratory dynamics of influenza into Brazil. (English) Zbl 1503.62102 SORT 46, No. 2, 161-188 (2022). MSC: 62P10 62J05 62J07 92D30 PDF BibTeX XML Cite \textit{A. F. Grande} et al., SORT 46, No. 2, 161--188 (2022; Zbl 1503.62102) Full Text: DOI OpenURL
Skalski, Tomasz; Graczyk, Piotr; Kołodziejek, Bartosz; Wilczyński, Maciej Pattern recovery and signal denoising by SLOPE when the design matrix is orthogonal. (English) Zbl 07643893 Probab. Math. Stat. 42, No. 2, 283-302 (2022). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{T. Skalski} et al., Probab. Math. Stat. 42, No. 2, 283--302 (2022; Zbl 07643893) Full Text: DOI arXiv OpenURL
Hou, Jiawei; Song, Yunquan Interquantile shrinkage in spatial additive autoregressive models. (English) Zbl 1502.62045 Test 31, No. 4, 1030-1057 (2022). MSC: 62G08 62J07 62M10 62M30 62G20 PDF BibTeX XML Cite \textit{J. Hou} and \textit{Y. Song}, Test 31, No. 4, 1030--1057 (2022; Zbl 1502.62045) Full Text: DOI OpenURL
Cai, Kaida; Shen, Hua; Lu, Xuewen Adaptive bi-level variable selection for multivariate failure time model with a diverging number of covariates. (English) Zbl 1502.62042 Test 31, No. 4, 968-993 (2022). MSC: 62G08 62J07 62N02 62G20 62P10 PDF BibTeX XML Cite \textit{K. Cai} et al., Test 31, No. 4, 968--993 (2022; Zbl 1502.62042) Full Text: DOI OpenURL
Wang, Yu; Sun, Zeyu; Song, Dogyoon; Hero, Alfred Kronecker-structured covariance models for multiway data. (English) Zbl 1502.62063 Stat. Surv. 16, 238-270 (2022). MSC: 62H12 60H15 60H20 62J07 62J10 62P12 PDF BibTeX XML Cite \textit{Y. Wang} et al., Stat. Surv. 16, 238--270 (2022; Zbl 1502.62063) Full Text: DOI arXiv Link OpenURL
Özkale, M. Revan; Abbasi, Atif Iterative restricted OK estimator in generalized linear models and the selection of tuning parameters via MSE and genetic algorithm. (English) Zbl 1502.62080 Stat. Pap. 63, No. 6, 1979-2040 (2022). MSC: 62J12 62J20 62J07 PDF BibTeX XML Cite \textit{M. R. Özkale} and \textit{A. Abbasi}, Stat. Pap. 63, No. 6, 1979--2040 (2022; Zbl 1502.62080) Full Text: DOI OpenURL
Wang, Yadi; Zhang, Wenbo; Fan, Minghu; Ge, Qiang; Qiao, Baojun; Zuo, Xianyu; Jiang, Bingbing Regression with adaptive Lasso and correlation based penalty. (English) Zbl 1505.62492 Appl. Math. Modelling 105, 179-196 (2022). MSC: 62J07 62H30 PDF BibTeX XML Cite \textit{Y. Wang} et al., Appl. Math. Modelling 105, 179--196 (2022; Zbl 1505.62492) Full Text: DOI OpenURL
Xu, Hongxia; Fan, Guoliang; Li, Jinchang Single-index quantile regression with left truncated data. (English) Zbl 1502.62048 J. Syst. Sci. Complex. 35, No. 5, 1963-1987 (2022). MSC: 62G08 62J07 90C90 PDF BibTeX XML Cite \textit{H. Xu} et al., J. Syst. Sci. Complex. 35, No. 5, 1963--1987 (2022; Zbl 1502.62048) Full Text: DOI OpenURL
Katsevich, Eugene; Ramdas, Aaditya On the power of conditional independence testing under model-X. (English) Zbl 07633940 Electron. J. Stat. 16, No. 2, 6348-6394 (2022). MSC: 62G10 62G20 62J07 PDF BibTeX XML Cite \textit{E. Katsevich} and \textit{A. Ramdas}, Electron. J. Stat. 16, No. 2, 6348--6394 (2022; Zbl 07633940) Full Text: DOI arXiv Link OpenURL
Solea, Eftychia; Dette, Holger Nonparametric and high-dimensional functional graphical models. (English) Zbl 07633936 Electron. J. Stat. 16, No. 2, 6175-6231 (2022). MSC: 62H22 62H25 62J07 62R10 PDF BibTeX XML Cite \textit{E. Solea} and \textit{H. Dette}, Electron. J. Stat. 16, No. 2, 6175--6231 (2022; Zbl 07633936) Full Text: DOI arXiv Link OpenURL
Shimmura, Ryosuke; Suzuki, Joe Converting ADMM to a proximal gradient for efficient sparse estimation. (English) Zbl 1499.65228 Jpn. J. Stat. Data Sci. 5, No. 2, 725-745 (2022). MSC: 65K05 62J07 90C25 PDF BibTeX XML Cite \textit{R. Shimmura} and \textit{J. Suzuki}, Jpn. J. Stat. Data Sci. 5, No. 2, 725--745 (2022; Zbl 1499.65228) Full Text: DOI arXiv OpenURL
Ohishi, Mineaki; Yamamura, Mariko; Yanagihara, Hirokazu Coordinate descent algorithm of generalized fused Lasso logistic regression for multivariate trend filtering. (English) Zbl 1499.62246 Jpn. J. Stat. Data Sci. 5, No. 2, 535-551 (2022). MSC: 62J07 62J12 PDF BibTeX XML Cite \textit{M. Ohishi} et al., Jpn. J. Stat. Data Sci. 5, No. 2, 535--551 (2022; Zbl 1499.62246) Full Text: DOI OpenURL
Rashid, Fareeha; Altaf, Saima; Aslam, Muhammad Bayesian estimation of the biasing parameter for ridge regression: a novel approach. (English) Zbl 07632263 Commun. Stat., Simulation Comput. 51, No. 12, 7215-7225 (2022). MSC: 62F15 62J05 62J07 PDF BibTeX XML Cite \textit{F. Rashid} et al., Commun. Stat., Simulation Comput. 51, No. 12, 7215--7225 (2022; Zbl 07632263) Full Text: DOI OpenURL
Ghapani, F.; Babadi, B. Two parameter weighted mixed estimator in linear measurement error models. (English) Zbl 07632247 Commun. Stat., Simulation Comput. 51, No. 12, 6936-6946 (2022). MSC: 62F12 62J07 PDF BibTeX XML Cite \textit{F. Ghapani} and \textit{B. Babadi}, Commun. Stat., Simulation Comput. 51, No. 12, 6936--6946 (2022; Zbl 07632247) Full Text: DOI OpenURL
Aslam, Muhammad; Ahmad, Shakeel The modified Liu-ridge-type estimator: a new class of biased estimators to address multicollinearity. (English) Zbl 07632224 Commun. Stat., Simulation Comput. 51, No. 11, 6591-6609 (2022). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{M. Aslam} and \textit{S. Ahmad}, Commun. Stat., Simulation Comput. 51, No. 11, 6591--6609 (2022; Zbl 07632224) Full Text: DOI OpenURL
Alhamzawi, Rahim; Mallick, Himel Bayesian reciprocal Lasso quantile regression. (English) Zbl 07632217 Commun. Stat., Simulation Comput. 51, No. 11, 6479-6494 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Alhamzawi} and \textit{H. Mallick}, Commun. Stat., Simulation Comput. 51, No. 11, 6479--6494 (2022; Zbl 07632217) Full Text: DOI OpenURL
Ma, Xiaoyu; Sardy, Sylvain; Hengartner, Nick; Bobenko, Nikolai; Lin, Yen Ting A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks. (English) Zbl 1499.62026 Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022). MSC: 62-08 62J07 68T07 PDF BibTeX XML Cite \textit{X. Ma} et al., Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022; Zbl 1499.62026) Full Text: DOI arXiv OpenURL
He, Xuming; Pan, Xiaoou; Tan, Kean Ming; Zhou, Wen-Xin Scalable estimation and inference for censored quantile regression process. (English) Zbl 07628845 Ann. Stat. 50, No. 5, 2899-2924 (2022). MSC: 62F40 62J05 62J07 PDF BibTeX XML Cite \textit{X. He} et al., Ann. Stat. 50, No. 5, 2899--2924 (2022; Zbl 07628845) Full Text: DOI arXiv OpenURL
Montanari, Andrea; Zhong, Yiqiao The interpolation phase transition in neural networks: memorization and generalization under lazy training. (English) Zbl 07628842 Ann. Stat. 50, No. 5, 2816-2847 (2022). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{A. Montanari} and \textit{Y. Zhong}, Ann. Stat. 50, No. 5, 2816--2847 (2022; Zbl 07628842) Full Text: DOI arXiv OpenURL
Kareev, Iskander; Salimov, Rustem; Suraphee, Sujitta; Turilova, Ekaterina; Volodin, Andrei; Volodin, Igor The global approximations of the coverage probability for a confidence set centered at the positive part James-Stein estimator and their applications. (English) Zbl 1503.62062 Lobachevskii J. Math. 43, No. 8, 2155-2167 (2022). MSC: 62J07 62E20 62F25 PDF BibTeX XML Cite \textit{I. Kareev} et al., Lobachevskii J. Math. 43, No. 8, 2155--2167 (2022; Zbl 1503.62062) Full Text: DOI OpenURL
Latz, Jonas Gradient flows and randomised thresholding: sparse inversion and classification. (English) Zbl 1502.62019 Inverse Probl. 38, No. 12, Article ID 124006, 31 p. (2022). MSC: 62-08 60J28 62H30 62J07 35R30 34A60 PDF BibTeX XML Cite \textit{J. Latz}, Inverse Probl. 38, No. 12, Article ID 124006, 31 p. (2022; Zbl 1502.62019) Full Text: DOI arXiv OpenURL
Law, Kody J. H.; Zankin, Vitaly Sparse online variational Bayesian regression. (English) Zbl 1498.62019 SIAM/ASA J. Uncertain. Quantif. 10, 1070-1100 (2022). MSC: 62C10 62J05 62J07 65K10 PDF BibTeX XML Cite \textit{K. J. H. Law} and \textit{V. Zankin}, SIAM/ASA J. Uncertain. Quantif. 10, 1070--1100 (2022; Zbl 1498.62019) Full Text: DOI arXiv OpenURL
Matsushima, Yuki; Naito, Kanta Improvement on LASSO-type estimator in nonparametric regression. (English) Zbl 07622185 J. Nonparametric Stat. 34, No. 4, 964-986 (2022). MSC: 62G08 62G20 PDF BibTeX XML Cite \textit{Y. Matsushima} and \textit{K. Naito}, J. Nonparametric Stat. 34, No. 4, 964--986 (2022; Zbl 07622185) Full Text: DOI OpenURL
Zuo, Yi; Stewart, Thomas G.; Blume, Jeffrey D. Variable selection with second-generation \(p\)-values. (English) Zbl 07619666 Am. Stat. 76, No. 2, 91-101 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Zuo} et al., Am. Stat. 76, No. 2, 91--101 (2022; Zbl 07619666) Full Text: DOI arXiv OpenURL
Michimae, Hirofumi; Emura, Takeshi Bayesian ridge estimators based on copula-based joint prior distributions for regression coefficients. (English) Zbl 1505.62291 Comput. Stat. 37, No. 5, 2741-2769 (2022). MSC: 62-08 62J07 62J05 62F15 62H05 PDF BibTeX XML Cite \textit{H. Michimae} and \textit{T. Emura}, Comput. Stat. 37, No. 5, 2741--2769 (2022; Zbl 1505.62291) Full Text: DOI OpenURL
Allerbo, Oskar; Jörnsten, Rebecka Flexible, non-parametric modeling using regularized neural networks. (English) Zbl 1505.62021 Comput. Stat. 37, No. 4, 2029-2047 (2022). MSC: 62-08 62G08 62J07 68T07 PDF BibTeX XML Cite \textit{O. Allerbo} and \textit{R. Jörnsten}, Comput. Stat. 37, No. 4, 2029--2047 (2022; Zbl 1505.62021) Full Text: DOI arXiv OpenURL
Li, Fuwei; Lai, Lifeng; Cui, Shuguang Machine learning algorithms. Adversarial robustness in signal processing. (English) Zbl 1503.68009 Wireless Networks (Cham). Cham: Springer (ISBN 978-3-031-16374-6/hbk; 978-3-031-16377-7/pbk; 978-3-031-16375-3/ebook). ix, 104 p. (2022). MSC: 68-02 62H25 62J05 62J07 68M18 68M25 68T05 94A12 PDF BibTeX XML Cite \textit{F. Li} et al., Machine learning algorithms. Adversarial robustness in signal processing. Cham: Springer (2022; Zbl 1503.68009) Full Text: DOI OpenURL
Yang, Zhuoran; Fu, Liya; Wang, You-Gan; Dong, Zhixiong; Jiang, Yunlu A robust and efficient variable selection method for linear regression. (English) Zbl 07611121 J. Appl. Stat. 49, No. 14, 3677-3692 (2022). MSC: 62Pxx 62J05 62J07 PDF BibTeX XML Cite \textit{Z. Yang} et al., J. Appl. Stat. 49, No. 14, 3677--3692 (2022; Zbl 07611121) Full Text: DOI OpenURL
Oh, Eun Jeong; Qian, Min; Cheung, Ying Kuen Generalization error bounds of dynamic treatment regimes in penalized regression-based learning. (English) Zbl 07610762 Ann. Stat. 50, No. 4, 2047-2071 (2022). MSC: 62H99 62J07 62P10 PDF BibTeX XML Cite \textit{E. J. Oh} et al., Ann. Stat. 50, No. 4, 2047--2071 (2022; Zbl 07610762) Full Text: DOI OpenURL
Copas, John Author’s rejoinder to the discussion of the Akaike Memorial Lecture 2020. (English) Zbl 1497.62185 Ann. Inst. Stat. Math. 74, No. 4, 649-652 (2022). MSC: 62J07 PDF BibTeX XML Cite \textit{J. Copas}, Ann. Inst. Stat. Math. 74, No. 4, 649--652 (2022; Zbl 1497.62185) Full Text: DOI OpenURL
Taguri, Masataka Discussion of: “Akaike Memorial Lecture 2020: Some of the challenges of statistical applications”. (English) Zbl 1497.62191 Ann. Inst. Stat. Math. 74, No. 4, 643-647 (2022). MSC: 62J07 PDF BibTeX XML Cite \textit{M. Taguri}, Ann. Inst. Stat. Math. 74, No. 4, 643--647 (2022; Zbl 1497.62191) Full Text: DOI OpenURL
Henmi, Masayuki Discussion of: “Akaike Memorial Lecture 2020: Some of the challenges of statistical applications”. (English) Zbl 1497.62187 Ann. Inst. Stat. Math. 74, No. 4, 639-641 (2022). MSC: 62J07 PDF BibTeX XML Cite \textit{M. Henmi}, Ann. Inst. Stat. Math. 74, No. 4, 639--641 (2022; Zbl 1497.62187) Full Text: DOI OpenURL
Copas, John Akaike Memorial Lecture 2020: Some of the challenges of statistical applications. (English) Zbl 1497.62184 Ann. Inst. Stat. Math. 74, No. 4, 615-637 (2022). MSC: 62J07 PDF BibTeX XML Cite \textit{J. Copas}, Ann. Inst. Stat. Math. 74, No. 4, 615--637 (2022; Zbl 1497.62184) Full Text: DOI OpenURL
Pham Hoang Uyen; Vo Thi Le Uyen; Le Thanh Hoa; Trinh Quoc Trung Lasso regression and its application in forecasting macro economic indicators: a study on Vietnam’s exports. (English) Zbl 1495.62101 Thach, Nguyen Ngoc (ed.) et al., Prediction and causality in econometrics and related topics. Cham: Springer. Stud. Comput. Intell. 983, 575-585 (2022). MSC: 62P20 62J07 62M10 PDF BibTeX XML Cite \textit{Pham Hoang Uyen} et al., Stud. Comput. Intell. 983, 575--585 (2022; Zbl 1495.62101) Full Text: DOI OpenURL
Ngoc Quynh Anh Le; Thi Thanh Xuan Pham Implementation of Basel III regulations in Asia-Pacific. (English) Zbl 1495.62091 Thach, Nguyen Ngoc (ed.) et al., Prediction and causality in econometrics and related topics. Cham: Springer. Stud. Comput. Intell. 983, 241-259 (2022). MSC: 62P20 PDF BibTeX XML Cite \textit{Ngoc Quynh Anh Le} and \textit{Thi Thanh Xuan Pham}, Stud. Comput. Intell. 983, 241--259 (2022; Zbl 1495.62091) Full Text: DOI OpenURL
Yamaka, Woraphon; Alkhatib, Hamza; Neumann, Ingo; Kreinovich, Vladik Why Lasso, ridge regression, and EN: explanation based on soft computing. (English) Zbl 1495.62115 Thach, Nguyen Ngoc (ed.) et al., Prediction and causality in econometrics and related topics. Cham: Springer. Stud. Comput. Intell. 983, 123-130 (2022). MSC: 62P20 62J07 PDF BibTeX XML Cite \textit{W. Yamaka} et al., Stud. Comput. Intell. 983, 123--130 (2022; Zbl 1495.62115) Full Text: DOI OpenURL
Janamiri, Fariba; Rasekh, Abdolrahman; Chaji, Alireza; Babadi, Babak Ridge estimation in linear mixed measurement error models using generalized maximum entropy. (English) Zbl 1497.62188 Statistics 56, No. 5, 1095-1112 (2022). MSC: 62J07 62H12 62J05 PDF BibTeX XML Cite \textit{F. Janamiri} et al., Statistics 56, No. 5, 1095--1112 (2022; Zbl 1497.62188) Full Text: DOI OpenURL
Ndabashinze, Barnabe; Üstündağ Şiray, Gülesen Comparing ordinary ridge and generalized ridge regression results obtained using genetic algorithms for ridge parameter selection. (English) Zbl 07603865 Commun. Stat., Simulation Comput. 51, No. 10, 6159-6169 (2022). MSC: 62J07 62M45 90-08 PDF BibTeX XML Cite \textit{B. Ndabashinze} and \textit{G. Üstündağ Şiray}, Commun. Stat., Simulation Comput. 51, No. 10, 6159--6169 (2022; Zbl 07603865) Full Text: DOI OpenURL
Gana, Rajaram Ridge regression and the Lasso: how do they do as finders of significant regressors and their multipliers? (English) Zbl 07603841 Commun. Stat., Simulation Comput. 51, No. 10, 5738-5772 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Gana}, Commun. Stat., Simulation Comput. 51, No. 10, 5738--5772 (2022; Zbl 07603841) Full Text: DOI OpenURL
Gégout-Petit, Anne; Gueudin-Muller, Aurélie; Karmann, Clémence The revisited knockoffs method for variable selection in \(L_1\)-penalized regressions. (English) Zbl 07603831 Commun. Stat., Simulation Comput. 51, No. 10, 5582-5595 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Gégout-Petit} et al., Commun. Stat., Simulation Comput. 51, No. 10, 5582--5595 (2022; Zbl 07603831) Full Text: DOI arXiv OpenURL
Pannu, Jasdeep; Billor, Nedret Robust sparse functional regression model. (English) Zbl 07603792 Commun. Stat., Simulation Comput. 51, No. 9, 4883-4903 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Pannu} and \textit{N. Billor}, Commun. Stat., Simulation Comput. 51, No. 9, 4883--4903 (2022; Zbl 07603792) Full Text: DOI OpenURL
Degani, Emanuele; Maestrini, Luca; Toczydłowska, Dorota; Wand, Matt P. Sparse linear mixed model selection via streamlined variational Bayes. (English) Zbl 07603106 Electron. J. Stat. 16, No. 2, 5182-5225 (2022). MSC: 62F15 62H12 62J05 62J07 PDF BibTeX XML Cite \textit{E. Degani} et al., Electron. J. Stat. 16, No. 2, 5182--5225 (2022; Zbl 07603106) Full Text: DOI arXiv Link OpenURL
Ounaissi, Daoud; Rahmania, Nadji Bayesian LASSO: concentration and MCMC diagnosis. (English) Zbl 07602767 Far East J. Theor. Stat. 65, 35-54 (2022). MSC: 62J07 62C10 91G60 94A17 PDF BibTeX XML Cite \textit{D. Ounaissi} and \textit{N. Rahmania}, Far East J. Theor. Stat. 65, 35--54 (2022; Zbl 07602767) Full Text: DOI arXiv OpenURL
Benkhaled, Abdelkader; Hamdaoui, Abdenour; Terbeche, Mekki Minimax shrinkage estimators and estimators dominating the James-Stein estimator under the balanced loss function. (English) Zbl 07601596 Eurasian Math. J. 13, No. 2, 18-36 (2022). MSC: 62C20 62H10 62J07 PDF BibTeX XML Cite \textit{A. Benkhaled} et al., Eurasian Math. J. 13, No. 2, 18--36 (2022; Zbl 07601596) Full Text: DOI MNR OpenURL
Mourtada, Jaouad; Rosasco, Lorenzo An elementary analysis of ridge regression with random design. (English) Zbl 07600072 C. R., Math., Acad. Sci. Paris 360, 1055-1063 (2022). MSC: 62J07 62G08 60B20 PDF BibTeX XML Cite \textit{J. Mourtada} and \textit{L. Rosasco}, C. R., Math., Acad. Sci. Paris 360, 1055--1063 (2022; Zbl 07600072) Full Text: DOI arXiv OpenURL
Dawoud, Issam Modified two parameter regression estimator for solving the multicollinearity. (English) Zbl 1496.62114 Thail. Stat. 20, No. 4, 842-859 (2022). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{I. Dawoud}, Thail. Stat. 20, No. 4, 842--859 (2022; Zbl 1496.62114) Full Text: Link OpenURL
Boonstra, Harm Jan; van den Brakel, Jan Multilevel time-series models for small area estimation at different frequencies and domain levels. (English) Zbl 1498.62024 Ann. Appl. Stat. 16, No. 4, 2314-2338 (2022). MSC: 62D05 62F15 62J07 62M10 62-08 62P20 PDF BibTeX XML Cite \textit{H. J. Boonstra} and \textit{J. van den Brakel}, Ann. Appl. Stat. 16, No. 4, 2314--2338 (2022; Zbl 1498.62024) Full Text: DOI OpenURL
Zhao, Sen; Shojaie, Ali Network differential connectivity analysis. (English) Zbl 1498.62277 Ann. Appl. Stat. 16, No. 4, 2166-2182 (2022). MSC: 62P10 62J07 62H12 PDF BibTeX XML Cite \textit{S. Zhao} and \textit{A. Shojaie}, Ann. Appl. Stat. 16, No. 4, 2166--2182 (2022; Zbl 1498.62277) Full Text: DOI OpenURL
Chevalier, Jérôme-Alexis; Nguyen, Tuan-Binh; Thirion, Bertrand; Salmon, Joseph Spatially relaxed inference on high-dimensional linear models. (English) Zbl 1496.62008 Stat. Comput. 32, No. 5, Paper No. 83, 15 p. (2022). MSC: 62-08 62J05 62J07 62H12 PDF BibTeX XML Cite \textit{J.-A. Chevalier} et al., Stat. Comput. 32, No. 5, Paper No. 83, 15 p. (2022; Zbl 1496.62008) Full Text: DOI arXiv OpenURL
Scutari, Marco; Panero, Francesca; Proissl, Manuel Achieving fairness with a simple ridge penalty. (English) Zbl 1497.62014 Stat. Comput. 32, No. 5, Paper No. 77, 17 p. (2022). MSC: 62-08 62J07 62J05 62J12 68T05 PDF BibTeX XML Cite \textit{M. Scutari} et al., Stat. Comput. 32, No. 5, Paper No. 77, 17 p. (2022; Zbl 1497.62014) Full Text: DOI arXiv OpenURL
Sherwood, Ben; Li, Shaobo Quantile regression feature selection and estimation with grouped variables using Huber approximation. (English) Zbl 1496.62022 Stat. Comput. 32, No. 5, Paper No. 75, 16 p. (2022). MSC: 62-08 62G08 62J05 62J07 PDF BibTeX XML Cite \textit{B. Sherwood} and \textit{S. Li}, Stat. Comput. 32, No. 5, Paper No. 75, 16 p. (2022; Zbl 1496.62022) Full Text: DOI OpenURL
Monti, G. S.; Filzmoser, P. Robust logistic zero-sum regression for microbiome compositional data. (English) Zbl 07597418 Adv. Data Anal. Classif., ADAC 16, No. 2, 301-324 (2022). MSC: 62J07 62F35 62H30 PDF BibTeX XML Cite \textit{G. S. Monti} and \textit{P. Filzmoser}, Adv. Data Anal. Classif., ADAC 16, No. 2, 301--324 (2022; Zbl 07597418) Full Text: DOI OpenURL
Yang, Kaixu; Maiti, Tapabrata Ultrahigh-dimensional generalized additive model: unified theory and methods. (English) Zbl 1496.62128 Scand. J. Stat. 49, No. 3, 917-942 (2022). MSC: 62J12 62J07 62H12 62P10 PDF BibTeX XML Cite \textit{K. Yang} and \textit{T. Maiti}, Scand. J. Stat. 49, No. 3, 917--942 (2022; Zbl 1496.62128) Full Text: DOI arXiv OpenURL
Pokarowski, Piotr; Rejchel, Wojciech; Sołtys, Agnieszka; Frej, Michał; Mielniczuk, Jan Improving Lasso for model selection and prediction. (English) Zbl 1496.62120 Scand. J. Stat. 49, No. 2, 831-863 (2022). MSC: 62J07 PDF BibTeX XML Cite \textit{P. Pokarowski} et al., Scand. J. Stat. 49, No. 2, 831--863 (2022; Zbl 1496.62120) Full Text: DOI arXiv OpenURL
Zhang, Jian; Li, Jie Factorized estimation of high-dimensional nonparametric covariance models. (English) Zbl 1496.62098 Scand. J. Stat. 49, No. 2, 542-567 (2022). MSC: 62H12 62G07 62J07 62G20 62P05 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{J. Li}, Scand. J. Stat. 49, No. 2, 542--567 (2022; Zbl 1496.62098) Full Text: DOI OpenURL
Cho, Youngjin; Park, Seyoung Multivariate response regression with low-rank and generalized sparsity. (English) Zbl 1496.62069 J. Korean Stat. Soc. 51, No. 3, 847-867 (2022). MSC: 62G08 62J07 62H12 62P10 PDF BibTeX XML Cite \textit{Y. Cho} and \textit{S. Park}, J. Korean Stat. Soc. 51, No. 3, 847--867 (2022; Zbl 1496.62069) Full Text: DOI OpenURL
Fan, Ruiya; Zhang, Shuguang; Wu, Yaohua Penalized relative error estimation of functional multiplicative regression models with locally sparse properties. (English) Zbl 1496.62118 J. Korean Stat. Soc. 51, No. 3, 666-691 (2022). MSC: 62J07 62G08 62G20 62R10 PDF BibTeX XML Cite \textit{R. Fan} et al., J. Korean Stat. Soc. 51, No. 3, 666--691 (2022; Zbl 1496.62118) Full Text: DOI OpenURL
Olive, David J.; Rathnayake, Rasanji C.; Haile, Mulubrhan G. Prediction intervals for GLMs, GAMs, and some survival regression models. (English) Zbl 07596369 Commun. Stat., Theory Methods 51, No. 22, 8012-8026 (2022). MSC: 62F25 62F12 PDF BibTeX XML Cite \textit{D. J. Olive} et al., Commun. Stat., Theory Methods 51, No. 22, 8012--8026 (2022; Zbl 07596369) Full Text: DOI OpenURL
Zhu, Yunlong Hypothesis testing for high-dimensional multivariate regression with false discovery rate control. (English) Zbl 07596340 Commun. Stat., Theory Methods 51, No. 21, 7476-7495 (2022). MSC: 62F03 62J05 PDF BibTeX XML Cite \textit{Y. Zhu}, Commun. Stat., Theory Methods 51, No. 21, 7476--7495 (2022; Zbl 07596340) Full Text: DOI OpenURL
Tian, Bing; Liu, Zili; Wang, Hong Non-marginal feature screening for varying coefficient competing risks model. (English) Zbl 07595496 Stat. Probab. Lett. 190, Article ID 109648, 7 p. (2022). MSC: 62N01 62N02 62J07 PDF BibTeX XML Cite \textit{B. Tian} et al., Stat. Probab. Lett. 190, Article ID 109648, 7 p. (2022; Zbl 07595496) Full Text: DOI OpenURL
Lin, Yiqi; Song, Xinyuan Order selection for regression-based hidden Markov model. (English) Zbl 07595171 J. Multivariate Anal. 192, Article ID 105061, 20 p. (2022). MSC: 62M05 62J07 PDF BibTeX XML Cite \textit{Y. Lin} and \textit{X. Song}, J. Multivariate Anal. 192, Article ID 105061, 20 p. (2022; Zbl 07595171) Full Text: DOI OpenURL
Beirlant, Jan; Maribe, Gaonyalelwe; Naveau, Philippe; Verster, Andréhette Bias reduced peaks over threshold tail estimation. (English) Zbl 1496.62087 REVSTAT 20, No. 3, 277-304 (2022). MSC: 62G32 62F10 62F15 62J07 PDF BibTeX XML Cite \textit{J. Beirlant} et al., REVSTAT 20, No. 3, 277--304 (2022; Zbl 1496.62087) Full Text: DOI arXiv OpenURL