An, Congpei; Ran, Jiashu; Sommariva, Alvise Hybrid hyperinterpolation over general regions. (English) Zbl 07965324 Calcolo 62, No. 1, Paper No. 3, 23 p. (2025). MSC: 65D05 41A05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Batvandi, Ziba; Afshari, Mahmoud; Karamikabir, Hamid Bayesian shrinkage wavelet estimation of mean matrix of the matrix variate normal distribution with application in de-noising. (English) Zbl 07964202 Comput. Appl. Math. 44, No. 1, Paper No. 43, 26 p. (2025). MSC: 65T60 62J07 62F15 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Xiaoke; Zhu, Rui; Xue, Jing-Hao GKF-PUAL: a group kernel-free approach to positive-unlabeled learning with variable selection. (English) Zbl 07950799 Inf. Sci. 690, Article ID 121574, 12 p. (2025). MSC: 68T05 62H30 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Yerlikaya-Özkurt, Fatma; Taylan, Pakize Enhancing classification modeling through feature selection and smoothness: a conic-fused Lasso approach integrated with mean shift outlier modelling. (English) Zbl 07949240 J. Dyn. Games 12, No. 1, 1-23 (2025). MSC: 62J05 62J07 90C25 × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Feng; Yang, Archer Yi; Zhang, Teng A graph decomposition-based approach for the graph-fused Lasso. (English) Zbl 07942273 J. Stat. Plann. Inference 235, Article ID 106221, 16 p. (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Butucea, Cristina; Delmas, Jean-François; Dutfoy, Anne; Hardy, Clément Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary. (English) Zbl 07938564 Bernoulli 31, No. 1, 187-212 (2025). MSC: 94A12 62J20 90C25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Chudik, Alexander; Pesaran, M. Hashem; Sharifvaghefi, Mahrad Variable selection in high dimensional linear regressions with parameter instability. (English) Zbl 07968539 J. Econom. 246, No. 1-2, Article ID 105900, 25 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xu, Wenfu; Tan, Zhiqiang High-dimensional model-assisted inference for treatment effects with multi-valued treatments. (English) Zbl 07968501 J. Econom. 244, No. 1, Article ID 105852, 16 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Beyhum, Jad; Striaukas, Jonas Testing for sparse idiosyncratic components in factor-augmented regression models. (English) Zbl 07968497 J. Econom. 244, No. 1, Article ID 105845, 12 p. (2024). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Yuwen; Ren, Jie; Ma, Shuangge; Wu, Cen The spike-and-slab quantile Lasso for robust variable selection in cancer genomics studies. (English) Zbl 07967568 Stat. Med. 43, No. 26, 4928-4983 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Maryaki, Forouzan Jafari; Golalizadeh, Mousa A comparative analysis of implementing adaptive Lasso penalty in hierarchical data: quantile versus mean regression. (English) Zbl 07966573 J. Stat. Theory Pract. 18, No. 4, Paper No. 58, 18 p. (2024). MSC: 62G08 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Tzoumerkas, G.; Fouskakis, D. Shrinkage priors via random imaginary data. (English) Zbl 07962616 Stat. Comput. 34, No. 6, Paper No. 218, 18 p. (2024). MSC: 62-08 62F15 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Ranciati, Saverio; Roverato, Alberto On the application of Gaussian graphical models to paired data problems. (English) Zbl 07962607 Stat. Comput. 34, No. 6, Paper No. 209, 19 p. (2024). MSC: 62-08 62H22 62J07 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Escanciano, Juan Carlos A Gaussian process approach to model checks. (English) Zbl 07961563 Ann. Stat. 52, No. 5, 2456-2481 (2024). MSC: 62E20 62A01 62G10 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Songshan; Zheng, Shurong; Li, Runze A new test for high-dimensional two-sample mean problems with consideration of correlation structure. (English) Zbl 07961554 Ann. Stat. 52, No. 5, 2217-2240 (2024). MSC: 62H15 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
McDonnell, Erin I.; Xie, Shanghong; Marder, Karen; Cui, Fanyu; Wang, Yuanjia Dynamic undirected graphical models for time-varying clinical symptom and neuroimaging networks. (English) Zbl 07961321 Stat. Med. 43, No. 21, 4131-4147 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Zanboori, Ahmadreza; Zanboori, Ehsan; Mousavi, Maryam; Mirjalili, Sayyed Mahmoud Bayesian Stein-type shrinkage estimators in high-dimensional linear regression models. (English) Zbl 07961213 São Paulo J. Math. Sci. 18, No. 2, 1889-1914 (2024). MSC: 62J12 62J07 62E20 62F25 × Cite Format Result Cite Review PDF Full Text: DOI
Bach, Philipp; Chernozhukov, Victor; Spindler, Martin Heterogeneity in the US gender wage gap. (English) Zbl 07960388 J. R. Stat. Soc., Ser. A, Stat. Soc. 187, No. 1, 209-230 (2024). MSC: 62Pxx 60J05 × Cite Format Result Cite Review PDF Full Text: DOI
Bulut, Y. Murat; Lukman, Adewale F.; Işılar, Melike; Adewuyi, Emmanuel T.; Algamal, Zakariya Y. Modified ridge estimator in the Bell regression model. (English) Zbl 07959806 J. Inverse Ill-Posed Probl. 32, No. 6, 1081-1091 (2024). MSC: 62J07 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Ou, Xiaoqing; Yu, Guolin; Liu, Jie; Chen, Jiawei; Liu, Zhaohan A new penalty dual-primal augmented Lagrangian method and its extensions. (English) Zbl 07958107 Taiwanese J. Math. 28, No. 6, 1223-1244 (2024). MSC: 65K10 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Chi-Hua; Wang, Zhanyu; Sun, Will Wei; Cheng, Guang Online regularization toward always-valid high-dimensional dynamic pricing. (English) Zbl 07956497 J. Am. Stat. Assoc. 119, No. 548, 2895-2907 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kipruto, Edwin; Sauerbrei, Willi Post-estimation shrinkage in full and selected linear regression models in low-dimensional data revisited. (English) Zbl 07954767 Biom. J. 66, No. 7, Article ID e202300368, 13 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Hohberg, Maike; Groll, Andreas A flexible adaptive lasso Cox frailty model based on the full likelihood. (English) Zbl 07954762 Biom. J. 66, No. 7, Article ID e202300020, 12 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lee, Barry Least angle regression, relaxed lasso, and elastic net for algebraic multigrid of systems of elliptic partial differential equations. (English) Zbl 07953721 Numer. Linear Algebra Appl. 31, No. 5, e2572, 28 p. (2024). MSC: 65N55 × Cite Format Result Cite Review PDF Full Text: DOI
Tang, Tao; Mak, Simon; Dunson, David Hierarchical shrinkage Gaussian processes: applications to computer code emulation and dynamical system recovery. (English) Zbl 07950867 SIAM/ASA J. Uncertain. Quantif. 12, 1085-1112 (2024). MSC: 62F15 60G15 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Jie; Song, Yunquan; Jian, Ling Deep neural networks for variable selection of higher-order nonparametric spatial autoregressive model. (English) Zbl 07949299 Stat. Comput. 34, No. 6, Paper No. 194, 21 p. (2024). MSC: 62-08 62M30 62G08 62J07 62M10 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Qiying; Wang, Huiwen; Lu, Shan IDGM: an approach to estimate the graphical model of interval-valued data. (English) Zbl 07949294 Stat. Comput. 34, No. 6, Paper No. 189, 18 p. (2024). MSC: 62-08 62H12 62H22 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Wen, Jiawei; Yang, Songshan; Zhao, Delin Nonconvex Dantzig selector and its parallel computing algorithm. (English) Zbl 07949285 Stat. Comput. 34, No. 6, Paper No. 180, 21 p. (2024). MSC: 62-08 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Koç, Tuba; Dünder, Emre Jackknife Kibria-Lukman estimator for the beta regression model. (English) Zbl 07947310 Commun. Stat., Theory Methods 53, No. 21, 7789-7805 (2024). MSC: 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Cąkała, Tomasz; Miasojedow, Błażej; Rejchel, Wojciech; Shpak, Maryia Structure learning for continuous time Bayesian networks via penalized likelihood. (English) Zbl 07947014 Scand. J. Stat. 51, No. 4, 1707-1729 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
He, Kejun; He, Shiyuan; Huang, Jianhua Z. Asymptotically faster estimation of high-dimensional additive models using subspace learning. (English) Zbl 07947010 Scand. J. Stat. 51, No. 4, 1587-1618 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Ziyuan; Wang, Lei; Lian, Heng Double debiased transfer learning for adaptive Huber regression. (English) Zbl 07947006 Scand. J. Stat. 51, No. 4, 1472-1505 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Lin, Meixia; Yuan, Yancheng; Sun, Defeng; Toh, Kim-Chuan A highly efficient algorithm for solving exclusive lasso problems. (English) Zbl 07946975 Optim. Methods Softw. 39, No. 3, 489-518 (2024). MSC: 90C06 90C25 90C90 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kim, Sangahn; Turkoz, Mehmet; Jeong, Myong K.; Elsayed, Elsayed A. Monitoring of group-structured high-dimensional processes via sparse group Lasso. (English) Zbl 07944897 Ann. Oper. Res. 340, No. 2-3, 891-911 (2024). MSC: 62Jxx 62Pxx 65Cxx × Cite Format Result Cite Review PDF Full Text: DOI
McCloskey, A. Hybrid confidence intervals for informative uniform asymptotic inference after model selection. (English) Zbl 07943905 Biometrika 111, No. 1, 109-127 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gong, Yan; Zhong, Peng; Opitz, Thomas; Huser, Raphaël Partial tail-correlation coefficient applied to extremal-network learning. (English) Zbl 07943371 Technometrics 66, No. 3, 331-346 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cruchten, Mike Kleene theorems for lasso languages and \(\omega \)-languages. (English) Zbl 07941766 Chen, Xujin (ed.) et al., Theory and applications of models of computation. 18th annual conference, TAMC 2024, Hong Kong, China, May 13–15, 2024. Proceedings. Singapore: Springer. Lect. Notes Comput. Sci. 14637, 111-123 (2024). MSC: 68Qxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mashreghi, Zeinab; Nasri, Mostafa Bregman distance regularization for nonsmooth and nonconvex optimization. (English) Zbl 07940483 Can. Math. Bull. 67, No. 2, 415-424 (2024). MSC: 90C26 × Cite Format Result Cite Review PDF Full Text: DOI
Ertan, Esra; Akay, Kadri Ulaş Identifying a class of ridge-type estimators in binary logistic regression models. (English) Zbl 07939249 Statistics 58, No. 5, 1092-1116 (2024). MSC: 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Fan, Qinwei; Liu, Le; Zhao, Shuai; Zhang, Zhiwen; Yang, Xiaofei; Xing, Zhiwei; He, Xingshi Boundedness and convergence analysis of a pi-sigma neural network based on online gradient method and sparse optimization. (English) Zbl 1547.62080 East Asian J. Appl. Math. 14, No. 4, 769-787 (2024). MSC: 62H30 62J07 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Xiang; Li, Yu-Ning; Zhang, Li-Xin; Zhao, Jun Inference for high-dimensional linear expectile regression with de-biasing method. (English) Zbl 1547.62023 Comput. Stat. Data Anal. 198, Article ID 107997, 23 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Shi; Schienle, Melanie Large spillover networks of nonstationary systems. (English) Zbl 1547.62667 J. Bus. Econ. Stat. 42, No. 2, 422-436 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Buch, Gregor; Schulz, Andreas; Schmidtmann, Irene; Strauch, Konstantin; Wild, Philipp S. Sparse group penalties for bi-level variable selection. (English) Zbl 1547.62156 Biom. J. 66, No. 4, Article ID 2200334, 14 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Hanke, Moritz; Dijkstra, Louis; Foraita, Ronja; Didelez, Vanessa Variable selection in linear regression models: choosing the best subset is not always the best choice. (English) Zbl 1547.62254 Biom. J. 66, No. 1, Article ID 2200209, 20 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lee, Eun Ryung; Park, Seyoung; Mammen, Enno; Park, Byeong U. Efficient functional Lasso kernel smoothing for high-dimensional additive regression. (English) Zbl 07928795 Ann. Stat. 52, No. 4, 1741-1773 (2024). MSC: 62G08 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI Link
Yin, Yiyi; Song, Yang; Zou, Hui A simple method for estimating Gaussian graphical models. (English) Zbl 07928651 Stat. Sin. 34, No. 4, 2043-2064 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Fengyu; Zhou, Ya; He, Kejun; Wong, Raymond K. W. Multivariate varying-coefficient models via tensor decomposition. (English) Zbl 07928650 Stat. Sin. 34, No. 4, 2015-2042 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yalaz, Seçil; Kuran, Özge A new kernel two-parameter prediction under multicollinearity in partially linear mixed measurement error model. (English) Zbl 07925667 Statistics 58, No. 3, 723-748 (2024). MSC: 62J07 62G08 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Zhaolei; Lin, Lu Weighted likelihood transfer learning for high-dimensional generalized linear models. (English) Zbl 07925666 Statistics 58, No. 3, 690-722 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Kaushik, Chiraag; McRae, Andrew D.; Davenport, Mark; Muthukumar, Vidya New equivalences between interpolation and SVMs: kernels and structured features. (English) Zbl 07924691 SIAM J. Math. Data Sci. 6, No. 3, 761-787 (2024). MSC: 62H30 62J07 68Q32 46E22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Li-Pang Estimation of graphical models: an overview of selected topics. (English) Zbl 07920297 Int. Stat. Rev. 92, No. 2, 194-245 (2024). MSC: 62Hxx 62Fxx 62Jxx × Cite Format Result Cite Review PDF Full Text: DOI
Levakova, Marie; Ditlevsen, Susanne Penalisation methods in fitting high-dimensional cointegrated vector autoregressive models: a review. (English) Zbl 07920296 Int. Stat. Rev. 92, No. 2, 160-193 (2024). MSC: 62Mxx 62Pxx 62Jxx × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Tao; Xu, Chuanpei; Cai, Lei Iterative gradient denoising algorithm for signal recovery using analysis-based implicit prior. (English) Zbl 1546.94028 J. Franklin Inst. 361, No. 15, Article ID 107127, 23 p. (2024). MSC: 94A12 × Cite Format Result Cite Review PDF Full Text: DOI
Bonetti, Paolo; Metelli, Alberto Maria; Restelli, Marcello Interpretable linear dimensionality reduction based on bias-variance analysis. (English) Zbl 1545.62182 Data Min. Knowl. Discov. 38, No. 4, 1713-1781 (2024). MSC: 62J05 62H25 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Niu, Ziang; Chakraborty, Abhinav; Dukes, Oliver; Katsevich, Eugene Reconciling model-X and doubly robust approaches to conditional independence testing. (English) Zbl 07916565 Ann. Stat. 52, No. 3, 895-921 (2024). MSC: 62J07 62G10 62G09 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Zeng, Jie; Hu, Guozhi; Cheng, Weihu A Mallows-type model averaging estimator for ridge regression with randomly right censored data. (English) Zbl 1545.62185 Stat. Comput. 34, No. 5, Paper No. 159, 16 p. (2024). MSC: 62-08 62J05 62J07 62N02 62F12 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Canyi; Zhu, Zhengtian Byzantine-robust and efficient distributed sparsity learning: a surrogate composite quantile regression approach. (English) Zbl 1545.62016 Stat. Comput. 34, No. 5, Paper No. 158, 18 p. (2024). MSC: 62-08 62G08 62J07 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Ohl, Louis; Mattei, Pierre-Alexandre; Bouveyron, Charles; Leclercq, Mickaël; Droit, Arnaud; Precioso, Frédéric Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection. (English) Zbl 1545.62111 Stat. Comput. 34, No. 5, Paper No. 155, 26 p. (2024). MSC: 62-08 62H30 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Di Caterina, Claudia; Ferrari, Davide Model selection by pathwise marginal likelihood thresholding. (English) Zbl 07913935 Stat. Probab. Lett. 214, Article ID 110214, 6 p. (2024). MSC: 62H12 62F10 62J07 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Deng, Kang-Kang; Peng, Zheng Trace Lasso regularization for adaptive sparse canonical correlation analysis via manifold optimization approach. (English) Zbl 07910599 J. Oper. Res. Soc. China 12, No. 3, 573-599 (2024). MSC: 90C26 90C30 90C90 65K05 × Cite Format Result Cite Review PDF Full Text: DOI
Peng, Ling Oracle inequalities for weighted group Lasso in high-dimensional Poisson regression model. (English) Zbl 07905899 Commun. Stat., Theory Methods 53, No. 19, 6891-6917 (2024). MSC: 62J12 62H12 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Xue; Chen, Chixiang; Li, Zheng; Zhang, Lijun; Chinchilli, Vernon M.; Wang, Ming A three-stage approach to identify biomarker signatures for cancer genetic data with survival endpoints. (English) Zbl 07905234 Stat. Methods Appl. 33, No. 3, 863-883 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Hector, Emily C.; Martin, Ryan Turning the information-sharing dial: efficient inference from different data sources. (English) Zbl 07904148 Electron. J. Stat. 18, No. 2, 2974-3020 (2024). MSC: 62J07 62F12 62B11 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Lacroix, Perrine; Martin, Marie-Laure Trade-off between predictive performance and FDR control for high-dimensional Gaussian model selection. (English) Zbl 07904146 Electron. J. Stat. 18, No. 2, 2886-2930 (2024). MSC: 62J05 62P99 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Peng, Yanjin; Wang, Lei Two-stage online debiased Lasso estimation and inference for high-dimensional quantile regression with streaming data. (English) Zbl 1544.62239 J. Syst. Sci. Complex. 37, No. 3, 1251-1270 (2024). MSC: 62G08 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Donglin; Wang, Wenyue; Ren, Yanyan Quantile estimation of heterogenous panel quantile model with group structure. (English) Zbl 07903186 Econ. Lett. 241, Article ID 111798, 7 p. (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhao, Yujie; Huo, Xiaoming; Mei, Yajun Identification of partial-differential-equations-based models from noisy data with splines. (English) Zbl 07901849 Stat. Sin. 34, No. 3, 1461-1482 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kılıçoğlu, Șevval; Yerlikaya-Özkurt, Fatma A novel comparison of shrinkage methods based on multi criteria decision making in case of multicollinearity. (English) Zbl 07901727 J. Ind. Manag. Optim. 20, No. 12, 3816-3842 (2024). MSC: 62J05 62J07 90C29 × Cite Format Result Cite Review PDF Full Text: DOI
Camenzind, Nicolas; Filipović, Damir Stripping the Swiss discount curve using kernel ridge regression. (English) Zbl 1546.91219 Eur. Actuar. J. 14, No. 2, 371-410 (2024). MSC: 91G05 62P05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Nenghui; You, Jinhong; Xu, Qunfang Iterative adaptive robust variable selection in nomparametric additive models. (English) Zbl 07901043 Chin. J. Appl. Probab. Stat. 40, No. 2, 201-228 (2024). MSC: 62G35 62A01 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Ruting; Potì, Valerio; Härdle, Wolfgang Karl Assessing network risk with FRM: links with pricing Kernel volatility and application to cryptocurrencies. (English) Zbl 1542.91418 Quant. Finance 24, No. 7, 975-992 (2024). MSC: 91G45 62P05 62G08 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Kyong-Il; Pak, Myong-Il Statistical modeling and denoising of microseismic signal for dropping ambient noise in wavelet domain. (English) Zbl 1546.94012 Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 5, Article ID 2450011, 27 p. (2024). MSC: 94A12 42C40 65T60 62E10 00A71 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Zhichao; Zhu, Yizhe Deformed semicircle law and concentration of nonlinear random matrices for ultra-wide neural networks. (English) Zbl 07899436 Ann. Appl. Probab. 34, No. 2, 1896-1947 (2024). MSC: 68T07 62J07 60B20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Wang, Xiuli One-step sparse ridge estimation with folded concave penalty. (English) Zbl 07899306 Math. Found. Comput. 7, No. 1, 52-69 (2024). MSC: 62J07 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Ruixuan R.; Zucker, David M.; Zhao, Sihai D. Power of testing for exposure effects under incomplete mediation. (English) Zbl 07899297 Int. J. Biostat. 20, No. 1, 217-228 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Genç, Murat Penalized logistic regression with prior information for microarray gene expression classification. (English) Zbl 07899291 Int. J. Biostat. 20, No. 1, 107-122 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Üstündağ Şiray, Gülesen Consistent ridge estimation for replicated ultrastructural measurement error models. (English) Zbl 07897842 Commun. Stat., Theory Methods 53, No. 17, 6116-6136 (2024). MSC: 62J05 62H12 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Na Bangchang, Kannat Bayesian variable selection with genome-wide association studies. (English) Zbl 07896160 Lobachevskii J. Math. 45, No. 2, 613-620 (2024). MSC: 62Jxx 65Cxx 62Fxx × Cite Format Result Cite Review PDF Full Text: DOI
Ye, Wuyi; Xu, Yincong; Jiao, Shoukun Statistical inference of mode regression with adaptive Lasso. (English) Zbl 07895236 Chin. J. Appl. Probab. Stat. 40, No. 1, 107-121 (2024). × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Zhengyu; Wang, Xinyi; Feng, Zhenghui Variable selection for functional additive models and an application to the population age structure data. (Chinese. English summary) Zbl 07895234 Chin. J. Appl. Probab. Stat. 40, No. 1, 75-91 (2024). MSC: 62R10 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Nelsen, Nicholas H.; Stuart, Andrew M. Operator learning using random features: a tool for scientific computing. (English) Zbl 1545.68106 SIAM Rev. 66, No. 3, 535-571 (2024). MSC: 68T05 35R60 47N40 62J07 65D40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Tillmann, Andreas M.; Bienstock, Daniel; Lodi, Andrea; Schwartz, Alexandra Cardinality minimization, constraints, and regularization: a survey. (English) Zbl 07894697 SIAM Rev. 66, No. 3, 403-477 (2024). MSC: 90C11 90C26 90C33 90C59 62J07 91G10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Shen, Huiling; Peng, Dingtao; Zhang, Xian Smoothing composite proximal gradient algorithm for sparse group Lasso problems with nonsmooth loss functions. (English) Zbl 1542.90151 J. Appl. Math. Comput. 70, No. 3, 1887-1913 (2024). MSC: 90C06 90C30 65K05 × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Yi; Zhang, Bin Ridge estimation of covariance matrix from data in two classes. (English) Zbl 07893330 Appl. Math., Praha 69, No. 2, 169-184 (2024). MSC: 62H12 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Dar, Yehuda; LeJeune, Daniel; Baraniuk, Richard G. The common intuition to transfer learning can win or lose: case studies for linear regression. (English) Zbl 07892642 SIAM J. Math. Data Sci. 6, No. 2, 454-480 (2024). MSC: 62J05 62J07 68Q32 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Minsker, Stanislav; Ndaoud, Mohamed; Wang, Lang Robust and tuning-free sparse linear regression via square-root slope. (English) Zbl 07892641 SIAM J. Math. Data Sci. 6, No. 2, 428-453 (2024). MSC: 62F35 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hu, Weitao; Zhang, Weiping Flexible Bayesian quantile regression based on the generalized asymmetric Huberised-type distribution. (English) Zbl 1542.62016 Stat. Comput. 34, No. 4, Paper No. 144, 35 p. (2024). MSC: 62-08 62F15 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Abergel, Rémy; Bouaziz, Olivier; Nuel, Grégory A review on the adaptive-ridge algorithm with several extensions. (English) Zbl 1542.62001 Stat. Comput. 34, No. 4, Paper No. 140, 36 p. (2024). MSC: 62-08 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Donghyeon; Lim, Johan; Son, Won Asymptotic of the number of false change points of the fused lasso signal approximator. (English) Zbl 07889410 J. Korean Stat. Soc. 53, No. 2, 381-397 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Nasir, Muhammad Jaffri Mohd; Khan, Ramzan Nazim; Nair, Gopalan; Nur, Darfiana Active-set based block coordinate descent algorithm in group LASSO for self-exciting threshold autoregressive model. (English) Zbl 07889347 Stat. Pap. 65, No. 5, 2973-3006 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yuan, Panxu; Kong, Yinfei; Li, Gaorong FDR control and power analysis for high-dimensional logistic regression via Stabkoff. (English) Zbl 1541.62187 Stat. Pap. 65, No. 5, 2719-2749 (2024). MSC: 62J12 62J07 62H15 × Cite Format Result Cite Review PDF Full Text: DOI
Pirenne, Sarah; Claeskens, Gerda Exact post-selection inference for adjusted R squared selection. (English) Zbl 07888214 Stat. Probab. Lett. 211, Article ID 110133, 9 p. (2024). MSC: 62J07 62J05 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Yue, Li Li; Wang, Wei Tao; Li, Gao Rong Variable selection for generalized linear model with highly correlated covariates. (English) Zbl 07888063 Acta Math. Sin., Engl. Ser. 40, No. 6, 1458-1480 (2024). MSC: 62J12 62F12 62F07 × Cite Format Result Cite Review PDF Full Text: DOI
Berk, Aaron; Brugiapaglia, Simone; Hoheisel, Tim Square root LASSO: well-posedness, Lipschitz stability, and the tuning trade-off. (English) Zbl 1544.49022 SIAM J. Optim. 34, No. 3, 2609-2637 (2024). MSC: 49K40 49N45 62J07 90C25 94A12 94A20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Rauschenberger, Armin; Glaab, Enrico Predicting dichotomised outcomes from high-dimensional data in biomedicine. (English) Zbl 07887857 J. Appl. Stat. 51, No. 9, 1756-1771 (2024). MSC: 62-XX 62-04 62J07 62J05 62H30 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Jarquin, D.; Roy, A.; Clarke, B.; Ghosal, S. Combining phenotypic and genomic data to improve prediction of binary traits. (English) Zbl 07887844 J. Appl. Stat. 51, No. 8, 1497-1523 (2024). MSC: 62-XX 62J07 62J02 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Xu, Hong-Xia; Fan, Guo-Liang; Liang, Han-Ying Quantile regression for varying-coefficient partially nonlinear models with randomly truncated data. (English) Zbl 1541.62099 Stat. Pap. 65, No. 4, 2567-2604 (2024). MSC: 62G08 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Farnè, Matteo; Vouldis, Angelos ROBOUT: a conditional outlier detection methodology for high-dimensional data. (English) Zbl 1541.62169 Stat. Pap. 65, No. 4, 2489-2525 (2024). MSC: 62J07 62F35 × Cite Format Result Cite Review PDF Full Text: DOI
Zhao, Bo; Wang, Shuying; Wang, Chunjie Variable selection in proportional odds model with informatively interval-censored data. (English) Zbl 1541.62264 Stat. Pap. 65, No. 4, 2461-2488 (2024). MSC: 62N02 62G05 62J07 62N01 × Cite Format Result Cite Review PDF Full Text: DOI
Zinonos, Stavros; Strawderman, William E. On combining unbiased and possibly biased correlated estimators. (English) Zbl 1541.62173 Jpn. J. Stat. Data Sci. 7, No. 1, 465-505 (2024). MSC: 62J07 62F10 62C20 62G05 × Cite Format Result Cite Review PDF Full Text: DOI