Chen, Hao; Han, Lanshan; Lim, Alvin Estimating linear mixed effect models with non-normal random effects through saddlepoint approximation and its application in retail pricing analytics. (English) Zbl 07912624 J. Appl. Stat. 51, No. 11, 2116-2138 (2024). MSC: 62-XX 62J05 PDFBibTeX XMLCite \textit{H. Chen} et al., J. Appl. Stat. 51, No. 11, 2116--2138 (2024; Zbl 07912624) Full Text: DOI
Lohmeyer, Jan; Palm, Franz; Urbain, Jean-Pierre Consistency of averaged impulse response estimators in vector autoregressive models. (English) Zbl 07912364 J. Time Ser. Anal. 45, No. 5, 691-713 (2024). MSC: 62Mxx 62J05 62P20 PDFBibTeX XMLCite \textit{J. Lohmeyer} et al., J. Time Ser. Anal. 45, No. 5, 691--713 (2024; Zbl 07912364) Full Text: DOI
Güler, Nesrin; Büyükkaya, Eriş Comparison of blups under multiple partitioned linear model and its correctly-reduced models. (English) Zbl 07911213 Miskolc Math. Notes 25, No. 1, 241-254 (2024). MSC: 62J05 62H12 15A03 PDFBibTeX XMLCite \textit{N. Güler} and \textit{E. Büyükkaya}, Miskolc Math. Notes 25, No. 1, 241--254 (2024; Zbl 07911213) Full Text: DOI
Diao, Huaimin; Wang, Dianpeng; He, Xu A distance metric-based space-filling subsampling method for nonparametric models. (English) Zbl 07904153 Electron. J. Stat. 18, No. 2, 3247-3273 (2024). MSC: 62G08 62J05 62D05 62R07 PDFBibTeX XMLCite \textit{H. Diao} et al., Electron. J. Stat. 18, No. 2, 3247--3273 (2024; Zbl 07904153) Full Text: DOI Link OA License
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 PDFBibTeX XMLCite \textit{P. Lacroix} and \textit{M.-L. Martin}, Electron. J. Stat. 18, No. 2, 2886--2930 (2024; Zbl 07904146) Full Text: DOI arXiv Link OA License
You, Kang; Wang, Miaomiao; Zou, Guohua Jackknife model averaging for composite quantile regression. (English) Zbl 07903374 J. Syst. Sci. Complex. 37, No. 4, 1604-1637 (2024). MSC: 62G08 62J05 62P20 PDFBibTeX XMLCite \textit{K. You} et al., J. Syst. Sci. Complex. 37, No. 4, 1604--1637 (2024; Zbl 07903374) Full Text: DOI
Yu, Qiqing A proper selection among multiple Buckley-James estimates. (English) Zbl 07903270 Metrika 87, No. 6, 713-728 (2024). MSC: 62J05 62G05 62F12 PDFBibTeX XMLCite \textit{Q. Yu}, Metrika 87, No. 6, 713--728 (2024; Zbl 07903270) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Ș. Kılıçoğlu} and \textit{F. Yerlikaya-Özkurt}, J. Ind. Manag. Optim. 20, No. 12, 3816--3842 (2024; Zbl 07901727) Full Text: DOI
Bos, Thijs; Schmidt-Hieber, Johannes Convergence guarantees for forward gradient descent in the linear regression model. (English) Zbl 07901368 J. Stat. Plann. Inference 233, Article ID 106174, 9 p. (2024). MSC: 62L20 62J05 PDFBibTeX XMLCite \textit{T. Bos} and \textit{J. Schmidt-Hieber}, J. Stat. Plann. Inference 233, Article ID 106174, 9 p. (2024; Zbl 07901368) Full Text: DOI arXiv
Basu, Deepankar Frisch-Waugh-Lovell theorem-type results for the k-class and 2SGMM estimators. (English) Zbl 07898563 Stat. Probab. Lett. 213, Article ID 110188, 7 p. (2024). MSC: 62J05 62M10 62P20 PDFBibTeX XMLCite \textit{D. Basu}, Stat. Probab. Lett. 213, Article ID 110188, 7 p. (2024; Zbl 07898563) 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 PDFBibTeX XMLCite \textit{G. Üstündağ Şiray}, Commun. Stat., Theory Methods 53, No. 17, 6116--6136 (2024; Zbl 07897842) 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 PDFBibTeX XMLCite \textit{Y. Dar} et al., SIAM J. Math. Data Sci. 6, No. 2, 454--480 (2024; Zbl 07892642) Full Text: DOI arXiv
Gurer, Sude; Shang, Han Lin; Mandal, Abhijit; Beyaztas, Ufuk Locally sparse and robust partial least squares in scalar-on-function regression. (English) Zbl 07889776 Stat. Comput. 34, No. 5, Paper No. 150, 17 p. (2024). MSC: 62-08 62F35 62J05 62R10 PDFBibTeX XMLCite \textit{S. Gurer} et al., Stat. Comput. 34, No. 5, Paper No. 150, 17 p. (2024; Zbl 07889776) Full Text: DOI OA License
Bell, Logan; Devanathan, Nikhil; Boyd, Stephen Efficient Shapley performance attribution for least-squares regression. (English) Zbl 07889775 Stat. Comput. 34, No. 5, Paper No. 149, 14 p. (2024). MSC: 62-08 62J05 91A12 PDFBibTeX XMLCite \textit{L. Bell} et al., Stat. Comput. 34, No. 5, Paper No. 149, 14 p. (2024; Zbl 07889775) Full Text: DOI arXiv
Li, Xiaoyan; Xia, Xiaochao; Zhang, Zhimin Poisson subsampling-based estimation for growing-dimensional expectile regression in massive data. (English) Zbl 07889759 Stat. Comput. 34, No. 4, Paper No. 133, 24 p. (2024). MSC: 62-08 62F12 62J05 62R07 PDFBibTeX XMLCite \textit{X. Li} et al., Stat. Comput. 34, No. 4, Paper No. 133, 24 p. (2024; Zbl 07889759) Full Text: DOI
Murshed, Md. Monzur; Krishnamoorthy, K. Improved confidence intervals based on combined information in univariate calibration. (English) Zbl 07889743 J. Stat. Theory Pract. 18, No. 3, Paper No. 32, 19 p. (2024). MSC: 62F25 62J05 PDFBibTeX XMLCite \textit{Md. M. Murshed} and \textit{K. Krishnamoorthy}, J. Stat. Theory Pract. 18, No. 3, Paper No. 32, 19 p. (2024; Zbl 07889743) Full Text: DOI
Groß, Jürgen; Möller, Annette Some additional remarks on statistical properties of Cohen’s \(d\) in the presence of covariates. (English) Zbl 07889384 Stat. Pap. 65, No. 6, 3971-3979 (2024). MSC: 62J05 62F03 62F10 62F25 PDFBibTeX XMLCite \textit{J. Groß} and \textit{A. Möller}, Stat. Pap. 65, No. 6, 3971--3979 (2024; Zbl 07889384) Full Text: DOI arXiv OA License
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 PDFBibTeX XMLCite \textit{S. Pirenne} and \textit{G. Claeskens}, Stat. Probab. Lett. 211, Article ID 110133, 9 p. (2024; Zbl 07888214) Full Text: DOI
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 PDFBibTeX XMLCite \textit{A. Rauschenberger} and \textit{E. Glaab}, J. Appl. Stat. 51, No. 9, 1756--1771 (2024; Zbl 07887857) Full Text: DOI OA License
Park, Chanseok; Gao, Xuehong; Wang, Min Robust explicit estimators using the power-weighted repeated medians. (English) Zbl 07887848 J. Appl. Stat. 51, No. 8, 1590-1608 (2024). MSC: 62-XX 62F10 62J05 PDFBibTeX XMLCite \textit{C. Park} et al., J. Appl. Stat. 51, No. 8, 1590--1608 (2024; Zbl 07887848) Full Text: DOI
Khademnoe, Omid; Hosseini-Nasab, S. Mohammad E. On the validity of the bootstrap hypothesis testing in functional linear regression. (English) Zbl 07887522 Stat. Pap. 65, No. 4, 2361-2396 (2024). MSC: 62G08 62J05 62G10 62E20 62R10 PDFBibTeX XMLCite \textit{O. Khademnoe} and \textit{S. M. E. Hosseini-Nasab}, Stat. Pap. 65, No. 4, 2361--2396 (2024; Zbl 07887522) Full Text: DOI
Ren, Min; Zhao, Shengli; Wang, Mingqiu; Zhu, Xinbei Robust optimal subsampling based on weighted asymmetric least squares. (English) Zbl 07887517 Stat. Pap. 65, No. 4, 2221-2251 (2024). MSC: 62J05 62D05 62F12 PDFBibTeX XMLCite \textit{M. Ren} et al., Stat. Pap. 65, No. 4, 2221--2251 (2024; Zbl 07887517) Full Text: DOI
Dette, Holger; Pepelyshev, Andrey; Zhigljavsky, Anatoly Prediction in regression models with continuous observations. (English) Zbl 07887508 Stat. Pap. 65, No. 4, 1985-2009 (2024). MSC: 62J05 62M20 62M30 62M40 PDFBibTeX XMLCite \textit{H. Dette} et al., Stat. Pap. 65, No. 4, 1985--2009 (2024; Zbl 07887508) Full Text: DOI arXiv OA License
Sun, Xianwen; Zhang, Lixin Model averaging estimation for nonparametric varying-coefficient models with multiplicative heteroscedasticity. (English) Zbl 07887487 Stat. Pap. 65, No. 3, 1375-1409 (2024). MSC: 62J05 62F12 62G08 PDFBibTeX XMLCite \textit{X. Sun} and \textit{L. Zhang}, Stat. Pap. 65, No. 3, 1375--1409 (2024; Zbl 07887487) Full Text: DOI
Somayasa, Wayan; Djafar, Muhammad Kabil; Muhtar, Norma; Sutiari, Desak Ketut Simultaneous model change detection in multivariate linear regression with application to Indonesian economic growth data. (English) Zbl 07886136 J. Appl. Math. 2024, Article ID 4499481, 16 p. (2024). MSC: 62J05 62G10 62P20 PDFBibTeX XMLCite \textit{W. Somayasa} et al., J. Appl. Math. 2024, Article ID 4499481, 16 p. (2024; Zbl 07886136) Full Text: DOI OA License
Björck, Åke Numerical methods for least squares problems. 2nd edition. (English) Zbl 07883910 Other Titles in Applied Mathematics 196. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-1-61197-794-3). (2024). MSC: 65-02 62J05 65F15 65K10 65F10 65F20 65F50 15A23 PDFBibTeX XML Full Text: DOI
Buccini, Alessandro; Reichel, Lothar Software for limited memory restarted \(\ell^p\)-\(\ell^q\) minimization methods using generalized Krylov subspaces. (English) Zbl 07881203 ETNA, Electron. Trans. Numer. Anal. 61, 66-91 (2024). MSC: 65K05 62J05 90C26 PDFBibTeX XMLCite \textit{A. Buccini} and \textit{L. Reichel}, ETNA, Electron. Trans. Numer. Anal. 61, 66--91 (2024; Zbl 07881203) Full Text: DOI Link
Egbon, Osafu Augustine; Gayawan, Ezra Modeling the spatial patterns of antenatal care utilization in Nigeria with inference based on Pólya-gamma mixtures. (English) Zbl 07880705 J. Appl. Stat. 51, No. 5, 866-890 (2024). MSC: 62-XX 62-08 62J05 62J12 62P12 PDFBibTeX XMLCite \textit{O. A. Egbon} and \textit{E. Gayawan}, J. Appl. Stat. 51, No. 5, 866--890 (2024; Zbl 07880705) Full Text: DOI
Hapuhinna, Nelum S. S. M.; Shang, Junfeng A bootstrap method for estimation in linear mixed models with heteroscedasticity. (English) Zbl 07880499 Commun. Stat., Theory Methods 53, No. 11, 4012-4036 (2024). MSC: 62F40 62F10 62J05 PDFBibTeX XMLCite \textit{N. S. S. M. Hapuhinna} and \textit{J. Shang}, Commun. Stat., Theory Methods 53, No. 11, 4012--4036 (2024; Zbl 07880499) Full Text: DOI
Liang, Zhongqi; Zhang, Caiya; Xu, Linjun Model averaging for right censored data with measurement error. (English) Zbl 07880151 Lifetime Data Anal. 30, No. 2, 501-527 (2024). MSC: 62Nxx 62P10 62F12 62F99 62J05 PDFBibTeX XMLCite \textit{Z. Liang} et al., Lifetime Data Anal. 30, No. 2, 501--527 (2024; Zbl 07880151) Full Text: DOI
Sengupta, Raghu Nandan; Bapat, Sudeep R.; Joshi, Neeraj Sequential estimation for the multiple linear regression models with balanced loss functions. (English) Zbl 07879949 Sequential Anal. 43, No. 2, 211-232 (2024). MSC: 62F10 62J05 62L12 62L15 62P25 PDFBibTeX XMLCite \textit{R. N. Sengupta} et al., Sequential Anal. 43, No. 2, 211--232 (2024; Zbl 07879949) Full Text: DOI
Naveau, Marion; Kon Kam King, Guillaume; Rincent, Renaud; Sansonnet, Laure; Delattre, Maud Correction to: “Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm”. (English) Zbl 07879276 Stat. Comput. 34, No. 3, Paper No. 113, 1 p. (2024). MSC: 62-08 62F15 62H12 62J05 PDFBibTeX XMLCite \textit{M. Naveau} et al., Stat. Comput. 34, No. 3, Paper No. 113, 1 p. (2024; Zbl 07879276) Full Text: DOI
Osorio, Felipe; Gárate, Ángelo; Russo, Cibele M. The gradient test statistic for outlier detection in generalized estimating equations. (English) Zbl 07878506 Stat. Probab. Lett. 209, Article ID 110087, 5 p. (2024). MSC: 62J20 62J12 62P10 62J05 PDFBibTeX XMLCite \textit{F. Osorio} et al., Stat. Probab. Lett. 209, Article ID 110087, 5 p. (2024; Zbl 07878506) Full Text: DOI
Mustafa, Ashif; Saha, Manideepa Maximal residual extended Kaczmarz and Gauss-Seidel methods-convergence properties and applications. (English) Zbl 07878276 J. Comput. Appl. Math. 448, Article ID 115920, 13 p. (2024). MSC: 65F10 62J05 PDFBibTeX XMLCite \textit{A. Mustafa} and \textit{M. Saha}, J. Comput. Appl. Math. 448, Article ID 115920, 13 p. (2024; Zbl 07878276) Full Text: DOI
Kim, Mijin; Lee, Hyungu; Choi, Hayoung Finding explicit solutions for linear regression without correspondences based on rearrangement inequality. (English) Zbl 07876219 J. Appl. Math. Inform. 42, No. 1, 149-158 (2024). MSC: 62J05 90C26 49N30 PDFBibTeX XMLCite \textit{M. Kim} et al., J. Appl. Math. Inform. 42, No. 1, 149--158 (2024; Zbl 07876219) Full Text: DOI
Wang, Cheng; Fan, Jun On the convergence of gradient descent for robust functional linear regression. (English) Zbl 07873782 J. Complexity 84, Article ID 101858, 20 p. (2024). MSC: 68T09 62J05 65K10 68T05 PDFBibTeX XMLCite \textit{C. Wang} and \textit{J. Fan}, J. Complexity 84, Article ID 101858, 20 p. (2024; Zbl 07873782) Full Text: DOI
Zhang, Juan; Xun, Wenlu Low-rank generalized alternating direction implicit iteration method for solving matrix equations. (English) Zbl 07872422 Comput. Appl. Math. 43, No. 4, Paper No. 256, 27 p. (2024). MSC: 62F15 62J05 65F08 65F45 PDFBibTeX XMLCite \textit{J. Zhang} and \textit{W. Xun}, Comput. Appl. Math. 43, No. 4, Paper No. 256, 27 p. (2024; Zbl 07872422) Full Text: DOI arXiv
González-Coya, Emilio; Perron, Pierre Estimation in the presence of heteroskedasticity of unknown form: a Lasso-based approach. (English) Zbl 07870592 J. Econom. Methods 13, No. 1, 29-48 (2024). MSC: 62P20 62J05 62J07 PDFBibTeX XMLCite \textit{E. González-Coya} and \textit{P. Perron}, J. Econom. Methods 13, No. 1, 29--48 (2024; Zbl 07870592) Full Text: DOI
Bouka, Stéphane; Bello, Kowir Pambo; Nkiet, Guy Martial Testing for no effect in the spatial functional linear regression model. (English) Zbl 07868375 S. Afr. Stat. J. 58, No. 1, 1-18 (2024). MSC: 62R10 62J05 62M30 PDFBibTeX XMLCite \textit{S. Bouka} et al., S. Afr. Stat. J. 58, No. 1, 1--18 (2024; Zbl 07868375) Full Text: DOI
Altaf, Saima; Rashid, Fareeha; Aslam, Muhammad; Riasat, Sadaf A novel Bayesian framework to address unknown heteroscedasticity for the linear regression model. (English) Zbl 07868244 Commun. Stat., Simulation Comput. 53, No. 3, 1298-1307 (2024). MSC: 62C10 62F15 62J05 PDFBibTeX XMLCite \textit{S. Altaf} et al., Commun. Stat., Simulation Comput. 53, No. 3, 1298--1307 (2024; Zbl 07868244) Full Text: DOI
Ahmadi Karavigh, Mohammad Hassan; Amiri, Amirhossein MEWMA based control charts with runs rules for monitoring multivariate simple linear regression profiles in phase II. (English) Zbl 07868235 Commun. Stat., Simulation Comput. 53, No. 3, 1107-1134 (2024). MSC: 62J05 62P30 PDFBibTeX XMLCite \textit{M. H. Ahmadi Karavigh} and \textit{A. Amiri}, Commun. Stat., Simulation Comput. 53, No. 3, 1107--1134 (2024; Zbl 07868235) Full Text: DOI
Wang, Min; Ye, Keying; Han, Zifei Bayesian analysis of testing general hypotheses in linear models with spherically symmetric errors. (English) Zbl 07866913 Test 33, No. 1, 251-270 (2024). MSC: 62J05 62F15 PDFBibTeX XMLCite \textit{M. Wang} et al., Test 33, No. 1, 251--270 (2024; Zbl 07866913) Full Text: DOI
Martinez H., Lorenzo J.; Duque, David Gutierrez Missing data estimation based on iterated penalized linear regressions algorithms. (English) Zbl 07866767 Int. J. Math. Comput. Sci. 19, No. 4, 1189-1201 (2024). MSC: 62D10 62J05 PDFBibTeX XMLCite \textit{L. J. Martinez H.} and \textit{D. G. Duque}, Int. J. Math. Comput. Sci. 19, No. 4, 1189--1201 (2024; Zbl 07866767) Full Text: Link
Oh, Sangkon; Seo, Byungtae Semiparametric mixture of linear regressions with nonparametric Gaussian scale mixture errors. (English) Zbl 07862725 Adv. Data Anal. Classif., ADAC 18, No. 1, 5-31 (2024). MSC: 62J05 62G05 PDFBibTeX XMLCite \textit{S. Oh} and \textit{B. Seo}, Adv. Data Anal. Classif., ADAC 18, No. 1, 5--31 (2024; Zbl 07862725) Full Text: DOI
Roozbeh, M.; Maanavi, M.; Mohamed, N. A. A robust counterpart approach for the ridge estimator to tackle outlier effect in restricted multicollinear regression models. (English) Zbl 07862333 J. Stat. Comput. Simulation 94, No. 2, 279-296 (2024). MSC: 62G08 62G35 62J05 62J07 PDFBibTeX XMLCite \textit{M. Roozbeh} et al., J. Stat. Comput. Simulation 94, No. 2, 279--296 (2024; Zbl 07862333) Full Text: DOI
Cai, T. Tony; Kim, Dongwoo; Pu, Hongming Transfer learning for functional mean estimation: phase transition and adaptive algorithms. (English) Zbl 1539.62354 Ann. Stat. 52, No. 2, 654-678 (2024). MSC: 62R10 62G20 62J05 PDFBibTeX XMLCite \textit{T. T. Cai} et al., Ann. Stat. 52, No. 2, 654--678 (2024; Zbl 1539.62354) Full Text: DOI arXiv
Stankewitz, Bernhard Early stopping for \(L^2\)-boosting in high-dimensional linear models. (English) Zbl 1539.62216 Ann. Stat. 52, No. 2, 491-518 (2024). MSC: 62J05 62H12 62L15 62G20 62J07 PDFBibTeX XMLCite \textit{B. Stankewitz}, Ann. Stat. 52, No. 2, 491--518 (2024; Zbl 1539.62216) Full Text: DOI arXiv
Saraceno, Giovanni; Ghosh, Abhik; Basu, Ayanendranath; Agostinelli, Claudio Robust estimation of fixed effect parameters and variances of linear mixed models: the minimum density power divergence approach. (English) Zbl 1539.62215 AStA, Adv. Stat. Anal. 108, No. 1, 127-157 (2024). MSC: 62J05 62F35 62H12 PDFBibTeX XMLCite \textit{G. Saraceno} et al., AStA, Adv. Stat. Anal. 108, No. 1, 127--157 (2024; Zbl 1539.62215) Full Text: DOI arXiv OA License
da Silva, João Lita Almost sure convergence for weighted sums of pairwise PQD random variables. (English) Zbl 07859015 Commun. Stat., Theory Methods 53, No. 10, 3435-3458 (2024). MSC: 60F15 62J05 62J07 PDFBibTeX XMLCite \textit{J. L. da Silva}, Commun. Stat., Theory Methods 53, No. 10, 3435--3458 (2024; Zbl 07859015) Full Text: DOI arXiv OA License
Chokri, Khalid; Bouzebda, Salim Uniform-in-bandwidth consistency results in the partially linear additive model components estimation. (English) Zbl 07859013 Commun. Stat., Theory Methods 53, No. 9, 3383-3424 (2024). MSC: 62G20 62G32 62J05 60G07 60F15 62G08 PDFBibTeX XMLCite \textit{K. Chokri} and \textit{S. Bouzebda}, Commun. Stat., Theory Methods 53, No. 9, 3383--3424 (2024; Zbl 07859013) Full Text: DOI
Xue, Liugen; Xie, Junshan Efficient robust estimation for single-index mixed effects models with missing observations. (English) Zbl 1539.62220 Stat. Pap. 65, No. 2, 827-864 (2024). MSC: 62J05 62G05 62G15 62G20 62G35 PDFBibTeX XMLCite \textit{L. Xue} and \textit{J. Xie}, Stat. Pap. 65, No. 2, 827--864 (2024; Zbl 1539.62220) Full Text: DOI
Lin, Youwu; Zeng, Xin; Wang, Pei; Huang, Shuai; Teo, Kok Lay Variable selection using axis-aligned random projections for partial least-squares regression. (English) Zbl 1539.62026 Stat. Comput. 34, No. 3, Paper No. 105, 11 p. (2024). MSC: 62-08 62J05 62H12 PDFBibTeX XMLCite \textit{Y. Lin} et al., Stat. Comput. 34, No. 3, Paper No. 105, 11 p. (2024; Zbl 1539.62026) Full Text: DOI
Kissel, Nicholas; Mentch, Lucas Forward stability and model path selection. (English) Zbl 1539.62023 Stat. Comput. 34, No. 2, Paper No. 82, 28 p. (2024). MSC: 62-08 62F07 62J05 62J07 PDFBibTeX XMLCite \textit{N. Kissel} and \textit{L. Mentch}, Stat. Comput. 34, No. 2, Paper No. 82, 28 p. (2024; Zbl 1539.62023) Full Text: DOI arXiv OA License
Anshori, M. Y.; Herlambang, T.; Asy’ari, V.; Arof, H.; Firdaus, A. A.; Oktafiantob, K.; Suharto, B. Optimization of hotel W management through performance comparison of support vector machine and linear regression algorithm in forecasting occupancy. (English) Zbl 07854512 Nonlinear Dyn. Syst. Theory 24, No. 3, 228-235 (2024). MSC: 62J05 70-10 90Bxx PDFBibTeX XMLCite \textit{M. Y. Anshori} et al., Nonlinear Dyn. Syst. Theory 24, No. 3, 228--235 (2024; Zbl 07854512) Full Text: Link
Aghamohammadi, A.; Bahmani, M. Bayesian weighted composite quantile regression estimation for linear regression models with autoregressive errors. (English) Zbl 07850716 Commun. Stat., Theory Methods 53, No. 8, 2888-2907 (2024). MSC: 62F15 62J05 62J07 62G08 PDFBibTeX XMLCite \textit{A. Aghamohammadi} and \textit{M. Bahmani}, Commun. Stat., Theory Methods 53, No. 8, 2888--2907 (2024; Zbl 07850716) Full Text: DOI
Wen, Xin; Li, Yang; Zheng, Zemin Scalable efficient reproducible multi-task learning via data splitting. (English) Zbl 07850508 Stat. Probab. Lett. 208, Article ID 110071, 6 p. (2024). MSC: 62F03 62J05 62F12 62G08 PDFBibTeX XMLCite \textit{X. Wen} et al., Stat. Probab. Lett. 208, Article ID 110071, 6 p. (2024; Zbl 07850508) Full Text: DOI
Yılmaz, Yavuz; Nalçacı, Gamze; Kańczurzewska, Marta; Weber, Gerhard Wilhelm Long-term wind power and global warming prediction using MARS, ANN, CART, LR, and RF. (English) Zbl 07846720 J. Ind. Manag. Optim. 20, No. 6, 2193-2216 (2024). MSC: 62M10 91-10 62G08 62J05 62P12 68T07 PDFBibTeX XMLCite \textit{Y. Yılmaz} et al., J. Ind. Manag. Optim. 20, No. 6, 2193--2216 (2024; Zbl 07846720) Full Text: DOI
Xue, Yujie; Taniguchi, Masanobu; Liu, Tong Shrinkage estimators of BLUE for time series regression models. (English) Zbl 07846364 J. Multivariate Anal. 202, Article ID 105282, 14 p. (2024). MSC: 62Hxx 62J05 62H12 PDFBibTeX XMLCite \textit{Y. Xue} et al., J. Multivariate Anal. 202, Article ID 105282, 14 p. (2024; Zbl 07846364) Full Text: DOI
Guo, Keli; Fan, Jun; Zhu, Lixing Optimal prediction for kernel-based semi-functional linear regression. (English) Zbl 07841971 Anal. Appl., Singap. 22, No. 3, 467-505 (2024). MSC: 68T05 41A25 62J05 PDFBibTeX XMLCite \textit{K. Guo} et al., Anal. Appl., Singap. 22, No. 3, 467--505 (2024; Zbl 07841971) Full Text: DOI arXiv
Nguyen, Mike; Kirst, Charly; Mücke, Nicole Distributed SGD in overparametrized linear regression. (English) Zbl 07841970 Anal. Appl., Singap. 22, No. 3, 425-466 (2024). MSC: 68T05 62J05 68W15 90C15 PDFBibTeX XMLCite \textit{M. Nguyen} et al., Anal. Appl., Singap. 22, No. 3, 425--466 (2024; Zbl 07841970) Full Text: DOI arXiv
Xue, Yushan; Ren, Jie; Yang, Bin EnMSP: an elastic-net multi-step screening procedure for high-dimensional regression. (English) Zbl 1536.62027 Stat. Comput. 34, No. 2, Paper No. 79, 16 p. (2024). MSC: 62-08 62J05 62J07 PDFBibTeX XMLCite \textit{Y. Xue} et al., Stat. Comput. 34, No. 2, Paper No. 79, 16 p. (2024; Zbl 1536.62027) Full Text: DOI
Moka, Sarat; Liquet, Benoit; Zhu, Houying; Muller, Samuel COMBSS: best subset selection via continuous optimization. (English) Zbl 1536.62016 Stat. Comput. 34, No. 2, Paper No. 75, 22 p. (2024). MSC: 62-08 62J05 62H12 PDFBibTeX XMLCite \textit{S. Moka} et al., Stat. Comput. 34, No. 2, Paper No. 75, 22 p. (2024; Zbl 1536.62016) Full Text: DOI arXiv OA License
Yang, Kai; Asgharian, Masoud; Bhatnagar, Sahir Accelerated gradient methods for sparse statistical learning with nonconvex penalties. (English) Zbl 1536.62028 Stat. Comput. 34, No. 1, Paper No. 59, 20 p. (2024). MSC: 62-08 62J05 90C25 PDFBibTeX XMLCite \textit{K. Yang} et al., Stat. Comput. 34, No. 1, Paper No. 59, 20 p. (2024; Zbl 1536.62028) Full Text: DOI arXiv
Naveau, Marion; Kon Kam King, Guillaume; Rincent, Renaud; Sansonnet, Laure; Delattre, Maud Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm. (English) Zbl 1536.62019 Stat. Comput. 34, No. 1, Paper No. 53, 25 p. (2024); correction ibid. 34, No. 3, Paper No. 113, 1 p. (2024). MSC: 62-08 62F15 62H12 62J05 PDFBibTeX XMLCite \textit{M. Naveau} et al., Stat. Comput. 34, No. 1, Paper No. 53, 25 p. (2024; Zbl 1536.62019) Full Text: DOI arXiv
Wu, Yi; Wang, Xue Jun Some convergence properties for weighted sums of martingale difference random vectors. (English) Zbl 1537.60034 Acta Math. Sin., Engl. Ser. 40, No. 4, 1127-1142 (2024). MSC: 60F15 60G50 62J05 PDFBibTeX XMLCite \textit{Y. Wu} and \textit{X. J. Wang}, Acta Math. Sin., Engl. Ser. 40, No. 4, 1127--1142 (2024; Zbl 1537.60034) Full Text: DOI
Brugnano, Luigi; Giordano, Domenico; Iavernaro, Felice; Rubino, Giorgia An entropy-based approach for a robust least squares spline approximation. (English) Zbl 1536.62066 J. Comput. Appl. Math. 443, Article ID 115773, 16 p. (2024). MSC: 62J05 62B10 62F35 41A15 65D07 PDFBibTeX XMLCite \textit{L. Brugnano} et al., J. Comput. Appl. Math. 443, Article ID 115773, 16 p. (2024; Zbl 1536.62066) Full Text: DOI arXiv
He, Li; Li, William; Song, Difan; Yang, Min A systematic view of information-based optimal subdata selection: algorithm development, performance evaluation, and application in financial data. (English) Zbl 1535.62045 Stat. Sin. 34, No. 2, 611-636 (2024). MSC: 62K05 62J12 62J05 62P05 PDFBibTeX XMLCite \textit{L. He} et al., Stat. Sin. 34, No. 2, 611--636 (2024; Zbl 1535.62045) Full Text: DOI
Maindonald, John H.; Braun, W. John; Andrews, Jeffrey L. A practical guide to data analysis using R. An example-based approach. (English) Zbl 07826893 Cambridge: Cambridge University Press (ISBN 978-1-00-928227-7/hbk; 978-1-00-928228-4/ebook). xxiv, 526 p. (2024). MSC: 62-01 62-04 62J05 62J12 62M10 62H30 PDFBibTeX XMLCite \textit{J. H. Maindonald} et al., A practical guide to data analysis using R. An example-based approach. Cambridge: Cambridge University Press (2024; Zbl 07826893) Full Text: DOI
Juditsky, Anatoli; Nemirovski, Arkadi On design of polyhedral estimates in linear inverse problems. (English) Zbl 07824348 SIAM J. Math. Data Sci. 6, No. 1, 76-96 (2024). MSC: 62J05 62H12 62G08 PDFBibTeX XMLCite \textit{A. Juditsky} and \textit{A. Nemirovski}, SIAM J. Math. Data Sci. 6, No. 1, 76--96 (2024; Zbl 07824348) Full Text: DOI arXiv
Jiang, Rong; Liang, Lei; Yu, Keming Renewable Huber estimation method for streaming datasets. (English) Zbl 07823225 Electron. J. Stat. 18, No. 1, 674-705 (2024). MSC: 62J07 62F35 62H12 62J05 62J12 PDFBibTeX XMLCite \textit{R. Jiang} et al., Electron. J. Stat. 18, No. 1, 674--705 (2024; Zbl 07823225) Full Text: DOI Link
Wang, Ying-Ao; Huang, Qin; Yao, Zhigang; Zhang, Ye On a class of linear regression methods. (English) Zbl 1535.62041 J. Complexity 82, Article ID 101826, 31 p. (2024). MSC: 62J05 65J20 PDFBibTeX XMLCite \textit{Y.-A. Wang} et al., J. Complexity 82, Article ID 101826, 31 p. (2024; Zbl 1535.62041) Full Text: DOI
Igual, Laura; Seguí, Santi Introduction to data science. A Python approach to concepts, techniques and applications. 2nd edition. (English) Zbl 07815672 Undergraduate Topics in Computer Science. Cham: Springer (ISBN 978-3-031-48955-6/pbk; 978-3-031-48956-3/ebook). xiv, 246 p. (2024). MSC: 68-01 62-01 62H30 62J05 62J12 62R07 68T05 68T09 68T35 68T50 68W10 68W15 PDFBibTeX XMLCite \textit{L. Igual} and \textit{S. Seguí}, Introduction to data science. A Python approach to concepts, techniques and applications. 2nd edition. Cham: Springer (2024; Zbl 07815672) Full Text: DOI
Wang, Wen; Wu, Shihao; Zhu, Ziwei; Zhou, Ling; Song, Peter X.-K. Supervised homogeneity fusion: a combinatorial approach. (English) Zbl 1539.62218 Ann. Stat. 52, No. 1, 285-310 (2024). MSC: 62J05 62H30 62P10 90C11 PDFBibTeX XMLCite \textit{W. Wang} et al., Ann. Stat. 52, No. 1, 285--310 (2024; Zbl 1539.62218) Full Text: DOI arXiv Link
Binev, Peter; Bonito, Andrea; DeVore, Ronald; Petrova, Guergana Optimal learning. (English) Zbl 07814909 Calcolo 61, No. 1, Paper No. 15, 37 p. (2024). MSC: 68T05 65J20 62J05 PDFBibTeX XMLCite \textit{P. Binev} et al., Calcolo 61, No. 1, Paper No. 15, 37 p. (2024; Zbl 07814909) Full Text: DOI arXiv
Baek, Yaein Estimation of a structural break point in linear regression models. (English) Zbl 1531.62108 J. Bus. Econ. Stat. 42, No. 1, 95-108 (2024). MSC: 62P20 62J05 PDFBibTeX XMLCite \textit{Y. Baek}, J. Bus. Econ. Stat. 42, No. 1, 95--108 (2024; Zbl 1531.62108) Full Text: DOI arXiv Link
Hu, Yan-Ping; Liang, Han-Ying Empirical likelihood in single-index partially functional linear model with missing observations. (English) Zbl 07808576 Commun. Stat., Theory Methods 53, No. 3, 882-908 (2024). MSC: 62J05 62F12 PDFBibTeX XMLCite \textit{Y.-P. Hu} and \textit{H.-Y. Liang}, Commun. Stat., Theory Methods 53, No. 3, 882--908 (2024; Zbl 07808576) Full Text: DOI
Soltane, Marius Asymptotic efficiency in autoregressive processes driven by stationary Gaussian noise. (English) Zbl 07803298 Stoch. Models 40, No. 1, 70-96 (2024). MSC: 62M10 60F05 62F12 62F05 62J05 PDFBibTeX XMLCite \textit{M. Soltane}, Stoch. Models 40, No. 1, 70--96 (2024; Zbl 07803298) Full Text: DOI
Zanger, Daniel Z. Nonexact oracle inequalities, \(r\)-learnability, and fast rates. (English) Zbl 1537.62019 J. Complexity 80, Article ID 101804, 23 p. (2024). Reviewer: Fabio Rapallo (Alessandria) MSC: 62G08 62H30 62J05 68T05 PDFBibTeX XMLCite \textit{D. Z. Zanger}, J. Complexity 80, Article ID 101804, 23 p. (2024; Zbl 1537.62019) Full Text: DOI
Kwessi, Eddy; Edwards, Lloyd J. A nearly exact discretization scheme for the FitzHugh-Nagumo model. (English) Zbl 07796614 Differ. Equ. Dyn. Syst. 32, No. 1, 253-275 (2024). MSC: 62J05 62G08 62G86 62F12 PDFBibTeX XMLCite \textit{E. Kwessi} and \textit{L. J. Edwards}, Differ. Equ. Dyn. Syst. 32, No. 1, 253--275 (2024; Zbl 07796614) Full Text: DOI
Yi, Yufei; Neykov, Matey Non-asymptotic bounds for the \(\ell_{\infty}\) estimator in linear regression with uniform noise. (English) Zbl 07788894 Bernoulli 30, No. 1, 534-553 (2024). MSC: 62J05 PDFBibTeX XMLCite \textit{Y. Yi} and \textit{M. Neykov}, Bernoulli 30, No. 1, 534--553 (2024; Zbl 07788894) Full Text: DOI arXiv
Wang, Xin; Kong, Lingchen; Zhuang, Xinying; Wang, Liqun Variance estimation in high-dimensional linear regression via adaptive elastic-net. (English) Zbl 1538.62211 J. Ind. Manag. Optim. 20, No. 2, 630-646 (2024). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{X. Wang} et al., J. Ind. Manag. Optim. 20, No. 2, 630--646 (2024; Zbl 1538.62211) Full Text: DOI
Alfò, Marco; Salvati, Nicola; Ranalli, M. Giovanna Correction to: “Finite mixtures of quantile and M-quantile regression models”. (English) Zbl 1523.62002 Stat. Comput. 34, No. 1, Paper No. 18, 1 p. (2024). MSC: 62-08 62J05 62J12 62H12 PDFBibTeX XMLCite \textit{M. Alfò} et al., Stat. Comput. 34, No. 1, Paper No. 18, 1 p. (2024; Zbl 1523.62002) Full Text: DOI
Li, Xin; Wu, Dongya Sparse estimation in high-dimensional linear errors-in-variables regression via a covariate relaxation method. (English) Zbl 1523.62023 Stat. Comput. 34, No. 1, Paper No. 4, 11 p. (2024). MSC: 62-08 62J05 62H12 62F12 PDFBibTeX XMLCite \textit{X. Li} and \textit{D. Wu}, Stat. Comput. 34, No. 1, Paper No. 4, 11 p. (2024; Zbl 1523.62023) Full Text: DOI
Kim, Kipoong; Jung, Sungkyu Integrative sparse reduced-rank regression via orthogonal rotation for analysis of high-dimensional multi-source data. (English) Zbl 1523.62017 Stat. Comput. 34, No. 1, Paper No. 2, 14 p. (2024). MSC: 62-08 62J05 62H12 62P10 PDFBibTeX XMLCite \textit{K. Kim} and \textit{S. Jung}, Stat. Comput. 34, No. 1, Paper No. 2, 14 p. (2024; Zbl 1523.62017) Full Text: DOI
Zhang, Xudong; Wang, Lei High-dimensional \(M\)-estimation for Byzantine-robust decentralized learning. (English) Zbl 1527.62029 Inf. Sci. 653, Article ID 119808, 26 p. (2024). MSC: 62G08 62J05 90C25 PDFBibTeX XMLCite \textit{X. Zhang} and \textit{L. Wang}, Inf. Sci. 653, Article ID 119808, 26 p. (2024; Zbl 1527.62029) Full Text: DOI
Zhou, Jinyu; Tang, Yu; Yan, Jigao; Yan, Tianjiao; Gu, Jun Complete convergence and complete moment convergence for maximal weighted sums of arrays of rowwise extended negatively dependent random variables with statistical applications. (English) Zbl 1523.60060 J. Comput. Appl. Math. 437, Article ID 115486, 19 p. (2024). MSC: 60F15 60G50 62J05 62G08 62G05 PDFBibTeX XMLCite \textit{J. Zhou} et al., J. Comput. Appl. Math. 437, Article ID 115486, 19 p. (2024; Zbl 1523.60060) Full Text: DOI
Yadav, Rohini; Singh, Housila P.; Upadhyaya, Lakshmi N.; Yadav, Subhash K. Adroit family of estimators of population mean using known auxiliary parameters. (English) Zbl 07750626 J. Comput. Appl. Math. 437, Article ID 115455, 12 p. (2024). MSC: 62D05 62-XX 62F10 62J05 62G35 PDFBibTeX XMLCite \textit{R. Yadav} et al., J. Comput. Appl. Math. 437, Article ID 115455, 12 p. (2024; Zbl 07750626) Full Text: DOI
Kariya, Takeaki; Kurata, Hiroshi; Hayashi, Takaki A modelling framework for regression with collinearity. (English) Zbl 1519.62013 J. Stat. Plann. Inference 228, 95-115 (2024). MSC: 62J05 62J20 PDFBibTeX XMLCite \textit{T. Kariya} et al., J. Stat. Plann. Inference 228, 95--115 (2024; Zbl 1519.62013) Full Text: DOI arXiv OA License
Yanagihara, Hirokazu Consistency of an information criterion for high-dimensional multivariate regression (to appear). (English) Zbl 06705519 JSS Research Series in Statistics. Tokyo: Springer (ISBN 978-4-431-55774-6/pbk; 978-4-431-55775-3/ebook). 70 p. (2024). MSC: 62-02 62B10 62J05 62H12 PDFBibTeX XMLCite \textit{H. Yanagihara}, Consistency of an information criterion for high-dimensional multivariate regression (to appear). Tokyo: Springer (2024; Zbl 06705519)
Azaïs, Jean-Marc; Dalmao, Federico; De Castro, Yohann Second Maximum of a Gaussian Random Field and Exact (t-)Spacing test. arXiv:2406.18397 Preprint, arXiv:2406.18397 [math.ST] (2024). MSC: 62E15 62F03 60G15 62H10 62H15 60E05 60G10 62J05 94A08 BibTeX Cite \textit{J.-M. Azaïs} et al., ``Second Maximum of a Gaussian Random Field and Exact (t-)Spacing test'', Preprint, arXiv:2406.18397 [math.ST] (2024) Full Text: arXiv OA License
Shi, Lei; Li, Xinran Some theoretical foundations for the design and analysis of randomized experiments. arXiv:2406.10444 Preprint, arXiv:2406.10444 [math.ST] (2024). MSC: 62K15 62J05 62G05 BibTeX Cite \textit{L. Shi} and \textit{X. Li}, ``Some theoretical foundations for the design and analysis of randomized experiments'', Preprint, arXiv:2406.10444 [math.ST] (2024) Full Text: arXiv OA License
Mukasa, Hirai; Tsukuda, Koji Equality between two general ridge estimators and equivalence of their residual sums of squares. arXiv:2405.20023 Preprint, arXiv:2405.20023 [math.ST] (2024). MSC: 62J05 62F10 62J07 BibTeX Cite \textit{H. Mukasa} and \textit{K. Tsukuda}, ``Equality between two general ridge estimators and equivalence of their residual sums of squares'', Preprint, arXiv:2405.20023 [math.ST] (2024) Full Text: arXiv OA License
Gómez, Román Salmerón; García, Catalina B. García Estimation of ill-conditioned models using penalized sums of squares of the residuals. arXiv:2405.05644 Preprint, arXiv:2405.05644 [math.ST] (2024). MSC: 62J05 BibTeX Cite \textit{R. S. Gómez} and \textit{C. B. G. García}, ``Estimation of ill-conditioned models using penalized sums of squares of the residuals'', Preprint, arXiv:2405.05644 [math.ST] (2024) Full Text: arXiv OA License
Tsao, Min Sparse maximum likelihood estimation for regression models. arXiv:2403.09081 Preprint, arXiv:2403.09081 [math.ST] (2024). MSC: 62J05 62J12 62F12 BibTeX Cite \textit{M. Tsao}, ``Sparse maximum likelihood estimation for regression models'', Preprint, arXiv:2403.09081 [math.ST] (2024) Full Text: arXiv OA License
Seo, Won-Ki Optimal linear prediction with functional observations: Why you can use a simple post-dimension reduction estimator. arXiv:2401.06326 Preprint, arXiv:2401.06326 [math.ST] (2024). MSC: 60G25 62H12 62J05 BibTeX Cite \textit{W.-K. Seo}, ``Optimal linear prediction with functional observations: Why you can use a simple post-dimension reduction estimator'', Preprint, arXiv:2401.06326 [math.ST] (2024) Full Text: arXiv OA License
Yang, Bin; Chen, Min; Zhou, Jianjun Testing for error correlation in semi-functional linear models. (English) Zbl 07903290 J. Syst. Sci. Complex. 36, No. 4, 1697-1716 (2023). MSC: 62G08 62G10 62H25 62J05 PDFBibTeX XMLCite \textit{B. Yang} et al., J. Syst. Sci. Complex. 36, No. 4, 1697--1716 (2023; Zbl 07903290) Full Text: DOI
Li, Yingfang; He, Xingxing; Liu, Xueqin Fuzzy multiple linear least squares regression analysis. (English) Zbl 07898117 Fuzzy Sets Syst. 459, 118-143 (2023). MSC: 62J05 62J86 PDFBibTeX XMLCite \textit{Y. Li} et al., Fuzzy Sets Syst. 459, 118--143 (2023; Zbl 07898117) Full Text: DOI
Budlla, Teuta; Haxhi, Kleida; Llagami, Etleva; Raco, Endri; Zacaj, Oriana Statistical estimation methods benchmarking in R using insurance claims data. (English) Zbl 07885201 Math. Appl. (Warsaw) 51, No. 2, 305-320 (2023). MSC: 62J05 62P05 PDFBibTeX XMLCite \textit{T. Budlla} et al., Math. Appl. (Warsaw) 51, No. 2, 305--320 (2023; Zbl 07885201) Full Text: DOI
Sakri, Amine; Seghier, Fatma-Zohra; Vinoth, Raman Rangan; Zeghdoudi, Halim On the Poisson-XLindley process. (English) Zbl 07885199 Math. Appl. (Warsaw) 51, No. 2, 273-289 (2023). MSC: 62J05 92D20 PDFBibTeX XMLCite \textit{A. Sakri} et al., Math. Appl. (Warsaw) 51, No. 2, 273--289 (2023; Zbl 07885199) Full Text: DOI
Lubuma, Jean; Tassa, Arsene Jaures Ouemba; Signing, Francis; Tsanou, Berge Investigating the impact of isolation, self-isolation and environmental transmission on the spread of COVID-19: case study of Rwanda. (English) Zbl 07885198 Math. Appl. (Warsaw) 51, No. 2, 239-271 (2023). MSC: 62J05 92D20 PDFBibTeX XMLCite \textit{J. Lubuma} et al., Math. Appl. (Warsaw) 51, No. 2, 239--271 (2023; Zbl 07885198) Full Text: DOI