Mojirsheibani, Majid; Khudaverdyan, Arin A kernel-type regression estimator for NMAR response variables with applications to classification. (English) Zbl 07913958 Stat. Probab. Lett. 215, Article ID 110246, 8 p. (2024). MSC: 62G05 62G08 PDFBibTeX XMLCite \textit{M. Mojirsheibani} and \textit{A. Khudaverdyan}, Stat. Probab. Lett. 215, Article ID 110246, 8 p. (2024; Zbl 07913958) Full Text: DOI
Lv, Yang; Qin, Guoyou; Zhu, Zhongyi Population-level information for improving quantile regression efficiency. (English) Zbl 07913948 Stat. Probab. Lett. 215, Article ID 110227, 11 p. (2024). MSC: 62G08 62J12 62P10 62F12 62G05 PDFBibTeX XMLCite \textit{Y. Lv} et al., Stat. Probab. Lett. 215, Article ID 110227, 11 p. (2024; Zbl 07913948) Full Text: DOI
Helin, Tapio Least squares approximations in linear statistical inverse learning problems. (English) Zbl 07909882 SIAM J. Numer. Anal. 62, No. 4, 2025-2047 (2024). MSC: 62G08 62G20 65J20 68Q32 PDFBibTeX XMLCite \textit{T. Helin}, SIAM J. Numer. Anal. 62, No. 4, 2025--2047 (2024; Zbl 07909882) Full Text: DOI arXiv
Khardani, S.; Nefzi, W.; Thabet, C. Relative error prediction from censored data under \(\alpha\)-mixing condition. (English) Zbl 07909287 Theory Stoch. Process. 28, No. 1, 34-49 (2024). MSC: 62G05 62G08 62G20 62H12 PDFBibTeX XMLCite \textit{S. Khardani} et al., Theory Stoch. Process. 28, No. 1, 34--49 (2024; Zbl 07909287) Full Text: DOI
Sun, Xianwen; Zhang, Lixin Jackknife model averaging for additive expectile prediction. (English) Zbl 07905895 Commun. Stat., Theory Methods 53, No. 19, 6799-6831 (2024). MSC: 62G08 62G05 PDFBibTeX XMLCite \textit{X. Sun} and \textit{L. Zhang}, Commun. Stat., Theory Methods 53, No. 19, 6799--6831 (2024; Zbl 07905895) Full Text: DOI
Xu, Weihua; Liu, Changchun Incremental reduction of imbalanced distributed mixed data based on \(k\)-nearest neighbor rough set. (English) Zbl 07905198 Int. J. Approx. Reasoning 172, Article ID 109218, 19 p. (2024). MSC: 68T05 62H30 62G08 94A17 PDFBibTeX XMLCite \textit{W. Xu} and \textit{C. Liu}, Int. J. Approx. Reasoning 172, Article ID 109218, 19 p. (2024; Zbl 07905198) Full Text: DOI
Yu, Ping; Song, Xinyuan; Du, Jiang Composite expectile estimation in partial functional linear regression model. (English) Zbl 07904784 J. Multivariate Anal. 203, Article ID 105343, 19 p. (2024). MSC: 62Hxx 62R10 62G08 PDFBibTeX XMLCite \textit{P. Yu} et al., J. Multivariate Anal. 203, Article ID 105343, 19 p. (2024; Zbl 07904784) 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
Butucea, Cristina; Delmas, Jean-François; Dutfoy, Anne; Hardy, Clément Off-the-grid prediction and testing for linear combination of translated features. (English) Zbl 07904147 Electron. J. Stat. 18, No. 2, 2931-2973 (2024). MSC: 62G05 62G10 62G08 PDFBibTeX XMLCite \textit{C. Butucea} et al., Electron. J. Stat. 18, No. 2, 2931--2973 (2024; Zbl 07904147) Full Text: DOI arXiv Link OA License
Xia, Lili; Du, Jiang; Zhang, Zhongzhan A nonparametric model checking test for functional linear composite quantile regression models. (English) Zbl 07903379 J. Syst. Sci. Complex. 37, No. 4, 1714-1737 (2024). MSC: 62G08 62G10 62G20 62R10 PDFBibTeX XMLCite \textit{L. Xia} et al., J. Syst. Sci. Complex. 37, No. 4, 1714--1737 (2024; Zbl 07903379) Full Text: DOI
Sun, Xianwen; Zhang, Lixin Jackknife model averaging for quantile single-index coefficient model. (English) Zbl 07903378 J. Syst. Sci. Complex. 37, No. 4, 1685-1713 (2024). MSC: 62G08 PDFBibTeX XMLCite \textit{X. Sun} and \textit{L. Zhang}, J. Syst. Sci. Complex. 37, No. 4, 1685--1713 (2024; Zbl 07903378) Full Text: DOI
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
Peng, Yanjin; Wang, Lei Two-stage online debiased Lasso estimation and inference for high-dimensional quantile regression with streaming data. (English) Zbl 07903356 J. Syst. Sci. Complex. 37, No. 3, 1251-1270 (2024). MSC: 62G08 62J07 PDFBibTeX XMLCite \textit{Y. Peng} and \textit{L. Wang}, J. Syst. Sci. Complex. 37, No. 3, 1251--1270 (2024; Zbl 07903356) Full Text: DOI
Wang, Jun; He, Jiabei; Liang, Hua; Li, Xinmin Optimal model average prediction in orthogonal kriging models. (English) Zbl 07903348 J. Syst. Sci. Complex. 37, No. 3, 1080-1099 (2024). MSC: 62G08 PDFBibTeX XMLCite \textit{J. Wang} et al., J. Syst. Sci. Complex. 37, No. 3, 1080--1099 (2024; Zbl 07903348) Full Text: DOI
Mojirsheibani, Majid; Pouliot, William; Shakhbandaryan, Andre On regression and classification with possibly missing response variables in the data. (English) Zbl 07903267 Metrika 87, No. 6, 607-648 (2024). MSC: 62G08 62D10 62G05 PDFBibTeX XMLCite \textit{M. Mojirsheibani} et al., Metrika 87, No. 6, 607--648 (2024; Zbl 07903267) Full Text: DOI arXiv
Chen, Juntong Robust nonparametric regression based on deep ReLU neural networks. (English) Zbl 07901370 J. Stat. Plann. Inference 233, Article ID 106182, 25 p. (2024). MSC: 62G08 62G35 68T07 PDFBibTeX XMLCite \textit{J. Chen}, J. Stat. Plann. Inference 233, Article ID 106182, 25 p. (2024; Zbl 07901370) Full Text: DOI arXiv
Sacko, Ousmane Hermite regression estimation in noisy convolution model. (English) Zbl 07901362 J. Stat. Plann. Inference 233, Article ID 106168, 21 p. (2024). MSC: 62G07 62G08 62G20 PDFBibTeX XMLCite \textit{O. Sacko}, J. Stat. Plann. Inference 233, Article ID 106168, 21 p. (2024; Zbl 07901362) Full Text: DOI
Yang, Lijian Exact quantiles of Gaussian process extremes. (English) Zbl 07898557 Stat. Probab. Lett. 213, Article ID 110173, 6 p. (2024). MSC: 60G15 60G70 62G08 PDFBibTeX XMLCite \textit{L. Yang}, Stat. Probab. Lett. 213, Article ID 110173, 6 p. (2024; Zbl 07898557) Full Text: DOI
Zhang, Jun; Feng, Zhenghui; Zhou, Yue Testing symmetry of model errors for non linear multiplicative distortion measurement error models. (English) Zbl 07897861 Commun. Stat., Theory Methods 53, No. 18, 6427-6448 (2024). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{J. Zhang} et al., Commun. Stat., Theory Methods 53, No. 18, 6427--6448 (2024; Zbl 07897861) Full Text: DOI
Mohammadi, Hossein; Challenor, Peter; Goodfellow, Marc Emulating complex dynamical simulators with random Fourier features. (English) Zbl 07896960 SIAM/ASA J. Uncertain. Quantif. 12, 788-811 (2024). MSC: 62G08 37M10 60G15 62D99 62M20 PDFBibTeX XMLCite \textit{H. Mohammadi} et al., SIAM/ASA J. Uncertain. Quantif. 12, 788--811 (2024; Zbl 07896960) Full Text: DOI arXiv
Fang, Xueli; Wang, Shouxia Varying-coefficient model and applications for the periodic time series. (Chinese. English summary) Zbl 07895233 Chin. J. Appl. Probab. Stat. 40, No. 1, 50-74 (2024). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{X. Fang} and \textit{S. Wang}, Chin. J. Appl. Probab. Stat. 40, No. 1, 50--74 (2024; Zbl 07895233) Full Text: DOI
Chhor, Julien; Sigalla, Suzanne; Tsybakov, Alexandre B. Benign overfitting and adaptive nonparametric regression. (English) Zbl 07891476 Probab. Theory Relat. Fields 189, No. 3-4, 949-980 (2024). MSC: 62G08 PDFBibTeX XMLCite \textit{J. Chhor} et al., Probab. Theory Relat. Fields 189, No. 3--4, 949--980 (2024; Zbl 07891476) Full Text: DOI arXiv
Ge, Huanmin; Xie, Yujia; Chen, Wengu Uniform RIP analysis for the \(\ell_p- \omega \ell_q\) minimization. (English) Zbl 07890931 J. Comput. Appl. Math. 451, Article ID 116100, 27 p. (2024). MSC: 94A12 90C26 62G08 PDFBibTeX XMLCite \textit{H. Ge} et al., J. Comput. Appl. Math. 451, Article ID 116100, 27 p. (2024; Zbl 07890931) Full Text: DOI
Camattari, Fabiana; Guastavino, Sabrina; Marchetti, Francesco; Piana, Michele; Perracchione, Emma Classifier-dependent feature selection via greedy methods. (English) Zbl 07889777 Stat. Comput. 34, No. 5, Paper No. 151, 12 p. (2024). MSC: 62-08 62G08 65D05 68T05 PDFBibTeX XMLCite \textit{F. Camattari} et al., Stat. Comput. 34, No. 5, Paper No. 151, 12 p. (2024; Zbl 07889777) Full Text: DOI arXiv OA License
Hu, Weitao; Zhang, Weiping Flexible Bayesian quantile regression based on the generalized asymmetric Huberised-type distribution. (English) Zbl 07889770 Stat. Comput. 34, No. 4, Paper No. 144, 35 p. (2024). MSC: 62-08 62F15 62G08 PDFBibTeX XMLCite \textit{W. Hu} and \textit{W. Zhang}, Stat. Comput. 34, No. 4, Paper No. 144, 35 p. (2024; Zbl 07889770) Full Text: DOI
Skhosana, Sphiwe B.; Millard, Salomon M.; Kanfer, Frans H. J. A modified EM-type algorithm to estimate semi-parametric mixtures of non-parametric regressions. (English) Zbl 07889751 Stat. Comput. 34, No. 4, Paper No. 125, 22 p. (2024). MSC: 62-08 62G08 62H30 PDFBibTeX XMLCite \textit{S. B. Skhosana} et al., Stat. Comput. 34, No. 4, Paper No. 125, 22 p. (2024; Zbl 07889751) Full Text: DOI OA License
Momoki, Koki; Yoshida, Takuma Hypothesis testing for varying coefficient models in tail index regression. (English) Zbl 07889378 Stat. Pap. 65, No. 6, 3821-3852 (2024). MSC: 62G08 62G10 62G20 62G32 PDFBibTeX XMLCite \textit{K. Momoki} and \textit{T. Yoshida}, Stat. Pap. 65, No. 6, 3821--3852 (2024; Zbl 07889378) Full Text: DOI arXiv OA License
Du, Jierui; Cui, Xia Semiparametric estimation in generalized additive partial linear models with nonignorable nonresponse data. (English) Zbl 07889357 Stat. Pap. 65, No. 5, 3235-3259 (2024). MSC: 62G08 62D10 62G05 62F12 62P20 PDFBibTeX XMLCite \textit{J. Du} and \textit{X. Cui}, Stat. Pap. 65, No. 5, 3235--3259 (2024; Zbl 07889357) Full Text: DOI
Khardani, Salah A Bernstein polynomial approach to the estimation of a distribution function and quantiles under censorship model. (English) Zbl 07887782 Commun. Stat., Theory Methods 53, No. 16, 5673-5686 (2024). MSC: 62N01 62N02 62G08 62G20 PDFBibTeX XMLCite \textit{S. Khardani}, Commun. Stat., Theory Methods 53, No. 16, 5673--5686 (2024; Zbl 07887782) 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 07887529 Stat. Pap. 65, No. 4, 2567-2604 (2024). MSC: 62G08 62G05 62G20 PDFBibTeX XMLCite \textit{H.-X. Xu} et al., Stat. Pap. 65, No. 4, 2567--2604 (2024; Zbl 07887529) 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
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
Zhao, Shifan; Xu, Tianshi; Huang, Hua; Chow, Edmond; Xi, Yuanzhe An adaptive factorized Nyström preconditioner for regularized kernel matrices. (English) Zbl 07883836 SIAM J. Sci. Comput. 46, No. 4, A2351-A2376 (2024). MSC: 65F08 65F55 65F15 62G08 60G15 PDFBibTeX XMLCite \textit{S. Zhao} et al., SIAM J. Sci. Comput. 46, No. 4, A2351--A2376 (2024; Zbl 07883836) Full Text: DOI arXiv
O’Neill, Eoghan Type I Tobit Bayesian additive regression trees for censored outcome regression. (English) Zbl 07879286 Stat. Comput. 34, No. 4, Paper No. 123, 19 p. (2024). MSC: 62-08 62F15 62G08 62N01 PDFBibTeX XMLCite \textit{E. O'Neill}, Stat. Comput. 34, No. 4, Paper No. 123, 19 p. (2024; Zbl 07879286) Full Text: DOI arXiv OA License
Tan, Zuoxun; Yang, Hu Group sparse structural smoothing recovery: model, statistical properties and algorithm. (English) Zbl 07879285 Stat. Comput. 34, No. 4, Paper No. 122, 21 p. (2024). MSC: 62-08 62G08 90C26 PDFBibTeX XMLCite \textit{Z. Tan} and \textit{H. Yang}, Stat. Comput. 34, No. 4, Paper No. 122, 21 p. (2024; Zbl 07879285) Full Text: DOI
Pastukhov, Vladimir Fused Lasso nearly-isotonic signal approximation in general dimensions. (English) Zbl 07879283 Stat. Comput. 34, No. 4, Paper No. 120, 17 p. (2024). MSC: 62-08 62G08 62J07 PDFBibTeX XMLCite \textit{V. Pastukhov}, Stat. Comput. 34, No. 4, Paper No. 120, 17 p. (2024; Zbl 07879283) Full Text: DOI arXiv OA License
Jiang, Xuejun; Liang, Yakun; Wang, Haofeng Screen then select: a strategy for correlated predictors in high-dimensional quantile regression. (English) Zbl 07879275 Stat. Comput. 34, No. 3, Paper No. 112, 31 p. (2024). MSC: 62-08 62G08 62J07 PDFBibTeX XMLCite \textit{X. Jiang} et al., Stat. Comput. 34, No. 3, Paper No. 112, 31 p. (2024; Zbl 07879275) Full Text: DOI
Sen, Bodhisattva Book review of: E. Giné and R. Nickl, Mathematical foundations of infinite-dimensional statistical models. (English) Zbl 07877191 J. Am. Stat. Assoc. 119, No. 546, 1688-1689 (2024). MSC: 00A17 62-02 62G07 62C10 62C12 62C20 62G05 62G20 42C40 62-03 01A60 62G08 60G15 60B12 PDFBibTeX XMLCite \textit{B. Sen}, J. Am. Stat. Assoc. 119, No. 546, 1688--1689 (2024; Zbl 07877191) Full Text: DOI
Song, Jingwen; Cui, Yifan; Wei, Pengfei; Rashki, Mohsen; Zhang, Weihong; Beer, Michael Directional filter combined with active learning for rare failure events. (English) Zbl 07875040 Comput. Methods Appl. Mech. Eng. 428, Article ID 117105, 19 p. (2024). MSC: 74S60 62G08 74R99 PDFBibTeX XMLCite \textit{J. Song} et al., Comput. Methods Appl. Mech. Eng. 428, Article ID 117105, 19 p. (2024; Zbl 07875040) Full Text: DOI
Hu, Ting; Guo, Renjie Distributed robust regression with correntropy losses and regularization kernel networks. (English) Zbl 07873978 Anal. Appl., Singap. 22, No. 4, 689-725 (2024). MSC: 68T05 62G08 68W15 90C15 90C31 PDFBibTeX XMLCite \textit{T. Hu} and \textit{R. Guo}, Anal. Appl., Singap. 22, No. 4, 689--725 (2024; Zbl 07873978) Full Text: DOI
De Monte, Enrico Nonparametric instrumental regression with two-way fixed effects. (English) Zbl 07870593 J. Econom. Methods 13, No. 1, 49-66 (2024). MSC: 62P20 62G08 PDFBibTeX XMLCite \textit{E. De Monte}, J. Econom. Methods 13, No. 1, 49--66 (2024; Zbl 07870593) Full Text: DOI OA License
Gai, Yujie; Zhang, Jun; Zhou, Yue Parametric hypothesis tests for exponentiality under multiplicative distortion measurement errors data. (English) Zbl 07868263 Commun. Stat., Simulation Comput. 53, No. 3, 1594-1617 (2024). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{Y. Gai} et al., Commun. Stat., Simulation Comput. 53, No. 3, 1594--1617 (2024; Zbl 07868263) Full Text: DOI
Castillo-Mateo, Jorge; Gelfand, Alan E.; Asín, Jesús; Cebrián, Ana C.; Abaurrea, Jesús Bayesian joint quantile autoregression. (English) Zbl 07866916 Test 33, No. 1, 335-357 (2024). MSC: 62G08 62F15 62H05 62M10 62M30 PDFBibTeX XMLCite \textit{J. Castillo-Mateo} et al., Test 33, No. 1, 335--357 (2024; Zbl 07866916) Full Text: DOI arXiv OA License
Ghosal, Rahul; Maity, Arnab Variable selection in function-on-scalar single-index model via the alternating direction method of multipliers. (English) Zbl 1540.62221 Test 33, No. 1, 106-126 (2024). MSC: 62R10 62G08 PDFBibTeX XMLCite \textit{R. Ghosal} and \textit{A. Maity}, Test 33, No. 1, 106--126 (2024; Zbl 1540.62221) Full Text: DOI
Wu, Yuexuan; Huang, Chao; Srivastava, Anuj Rejoinder on: “Shape-based functional data analysis”. (English) Zbl 07866905 Test 33, No. 1, 73-80 (2024). MSC: 62R10 62G08 62H25 62P10 PDFBibTeX XMLCite \textit{Y. Wu} et al., Test 33, No. 1, 73--80 (2024; Zbl 07866905) Full Text: DOI
Horváth, Lajos Comments on: “Shape-based functional data analysis” by Wu, Huang and Srivastava. (English) Zbl 07866904 Test 33, No. 1, 71-72 (2024). MSC: 62R10 62G08 62H25 62P10 PDFBibTeX XMLCite \textit{L. Horváth}, Test 33, No. 1, 71--72 (2024; Zbl 07866904) Full Text: DOI
Borgert, J. E.; Marron, J. S. Comments on: “Shape-based functional data analysis”. (English) Zbl 07866903 Test 33, No. 1, 66-70 (2024). MSC: 62R10 62G08 62H25 62P10 PDFBibTeX XMLCite \textit{J. E. Borgert} and \textit{J. S. Marron}, Test 33, No. 1, 66--70 (2024; Zbl 07866903) Full Text: DOI
Delicado, Pedro Comments on: “Shape-based functional data analysis”. (English) Zbl 07866902 Test 33, No. 1, 62-65 (2024). MSC: 62R10 62G08 62H25 62P10 PDFBibTeX XMLCite \textit{P. Delicado}, Test 33, No. 1, 62--65 (2024; Zbl 07866902) Full Text: DOI OA License
Dryden, Ian L. Comments on: “Shape-based functional data analysis”. (English) Zbl 07866901 Test 33, No. 1, 59-61 (2024). MSC: 62R10 62G08 62H25 62P10 PDFBibTeX XMLCite \textit{I. L. Dryden}, Test 33, No. 1, 59--61 (2024; Zbl 07866901) Full Text: DOI
Stöcker, Almond; Steyer, Lisa; Greven, Sonja Comments on: “Shape-based functional data analysis”. (English) Zbl 07866900 Test 33, No. 1, 48-58 (2024). MSC: 62R10 62G08 62H25 62P10 PDFBibTeX XMLCite \textit{A. Stöcker} et al., Test 33, No. 1, 48--58 (2024; Zbl 07866900) Full Text: DOI OA License
Wu, Yuexuan; Huang, Chao; Srivastava, Anuj Shape-based functional data analysis. (English) Zbl 07866899 Test 33, No. 1, 1-47 (2024). MSC: 62R10 62G08 62H25 62P10 PDFBibTeX XMLCite \textit{Y. Wu} et al., Test 33, No. 1, 1--47 (2024; Zbl 07866899) Full Text: DOI OA License
Ji, Yi; Yuchi, Henry Shaowu; Soeder, Derek; Paquet, J.-F.; Bass, Steffen A.; Joseph, V. Roshan; Wu, C. F. Jeff; Mak, Simon Conglomerate multi-fidelity Gaussian process modeling, with application to heavy-ion collisions. (English) Zbl 07864809 SIAM/ASA J. Uncertain. Quantif. 12, 473-502 (2024). MSC: 62G08 60G15 PDFBibTeX XMLCite \textit{Y. Ji} et al., SIAM/ASA J. Uncertain. Quantif. 12, 473--502 (2024; Zbl 07864809) Full Text: DOI arXiv
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
Kennedy, Edward H.; Balakrishnan, Sivaraman; Robins, James M.; Wasserman, Larry Minimax rates for heterogeneous causal effect estimation. (English) Zbl 1539.62052 Ann. Stat. 52, No. 2, 793-816 (2024). MSC: 62D20 62C20 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{E. H. Kennedy} et al., Ann. Stat. 52, No. 2, 793--816 (2024; Zbl 1539.62052) Full Text: DOI arXiv
Cattaneo, Matias D.; Chandak, Rajita; Klusowski, Jason M. Convergence rates of oblique regression trees for flexible function libraries. (English) Zbl 1539.62100 Ann. Stat. 52, No. 2, 466-490 (2024). MSC: 62G08 62L12 68T07 PDFBibTeX XMLCite \textit{M. D. Cattaneo} et al., Ann. Stat. 52, No. 2, 466--490 (2024; Zbl 1539.62100) Full Text: DOI arXiv
Bernard, Carole; Perchiazzo, Andrea; Vanduffel, Steven Implied value-at-risk and model-free simulation. (English) Zbl 1537.91309 Ann. Oper. Res. 336, No. 1-2, 925-943 (2024). MSC: 91G20 91G70 62P05 62G08 PDFBibTeX XMLCite \textit{C. Bernard} et al., Ann. Oper. Res. 336, No. 1--2, 925--943 (2024; Zbl 1537.91309) Full Text: DOI
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
Moghimbeygi, Meisam; Golalizadeh, Mousa Nonparametric longitudinal regression model to analyze shape data using the procrustes rotation. (English) Zbl 07858472 J. Korean Stat. Soc. 53, No. 1, 169-188 (2024). MSC: 62G08 PDFBibTeX XMLCite \textit{M. Moghimbeygi} and \textit{M. Golalizadeh}, J. Korean Stat. Soc. 53, No. 1, 169--188 (2024; Zbl 07858472) Full Text: DOI
Shin, Jungmin; Gwak, Seunghyun; Shin, Seung Jun; Bang, Sungwan Simultaneous estimation and variable selection for a non-crossing multiple quantile regression using deep neural networks. (English) Zbl 1539.62033 Stat. Comput. 34, No. 3, Paper No. 102, 16 p. (2024). MSC: 62-08 62G08 68T07 PDFBibTeX XMLCite \textit{J. Shin} et al., Stat. Comput. 34, No. 3, Paper No. 102, 16 p. (2024; Zbl 1539.62033) Full Text: DOI
Danilevicz, Ian Meneghel; Reisen, Valdério Anselmo; Bondon, Pascal Expectile and M-quantile regression for panel data. (English) Zbl 1539.62016 Stat. Comput. 34, No. 3, Paper No. 97, 11 p. (2024). MSC: 62-08 62G08 62J07 PDFBibTeX XMLCite \textit{I. M. Danilevicz} et al., Stat. Comput. 34, No. 3, Paper No. 97, 11 p. (2024; Zbl 1539.62016) Full Text: DOI
Farcomeni, Alessio; Geraci, Marco Quantile ratio regression. (English) Zbl 1539.62019 Stat. Comput. 34, No. 2, Paper No. 94, 15 p. (2024). MSC: 62-08 62G08 62P20 PDFBibTeX XMLCite \textit{A. Farcomeni} and \textit{M. Geraci}, Stat. Comput. 34, No. 2, Paper No. 94, 15 p. (2024; Zbl 1539.62019) Full Text: DOI OA License
Zhang, Xinyu; Shi, Hongwei; Zhou, Niwen; Tan, Falong; Guo, Xu Quantile generalized measures of correlation. (English) Zbl 1539.62039 Stat. Comput. 34, No. 2, Paper No. 92, 15 p. (2024). MSC: 62-08 62G08 62H20 62P10 PDFBibTeX XMLCite \textit{X. Zhang} et al., Stat. Comput. 34, No. 2, Paper No. 92, 15 p. (2024; Zbl 1539.62039) Full Text: DOI
Hao, Ruiting; Yang, Xiaorong Multiple-output quantile regression neural network. (English) Zbl 1539.62020 Stat. Comput. 34, No. 2, Paper No. 89, 20 p. (2024). MSC: 62-08 62G08 68T07 PDFBibTeX XMLCite \textit{R. Hao} and \textit{X. Yang}, Stat. Comput. 34, No. 2, Paper No. 89, 20 p. (2024; Zbl 1539.62020) Full Text: DOI
Chen, Xin; Deng, Chang; He, Shuaida; Wu, Runxiong; Zhang, Jia High-dimensional sparse single-index regression via Hilbert-Schmidt independence criterion. (English) Zbl 1539.62014 Stat. Comput. 34, No. 2, Paper No. 86, 13 p. (2024). MSC: 62-08 62G08 62H12 PDFBibTeX XMLCite \textit{X. Chen} et al., Stat. Comput. 34, No. 2, Paper No. 86, 13 p. (2024; Zbl 1539.62014) Full Text: DOI arXiv
Sadhanala, Veeranjaneyulu; Bassett, Robert; Sharpnack, James; McDonald, Daniel J. Exponential family trend filtering on lattices. (English) Zbl 07855842 Electron. J. Stat. 18, No. 1, 1749-1814 (2024). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{V. Sadhanala} et al., Electron. J. Stat. 18, No. 1, 1749--1814 (2024; Zbl 07855842) Full Text: DOI arXiv Link
Lu, Minggen Penalized estimation of panel count data using generalized estimating equation. (English) Zbl 07855838 Electron. J. Stat. 18, No. 1, 1603-1642 (2024). MSC: 62G05 62G20 62G08 PDFBibTeX XMLCite \textit{M. Lu}, Electron. J. Stat. 18, No. 1, 1603--1642 (2024; Zbl 07855838) Full Text: DOI Link
Bagchi, Pramita; Dhar, Subhra Sankar Characterization of the least squares estimator: mis-specified multivariate isotonic regression model with dependent errors. (English) Zbl 07854698 Theory Probab. Math. Stat. 110, 143-158 (2024). MSC: 62G08 62G05 60B10 PDFBibTeX XMLCite \textit{P. Bagchi} and \textit{S. S. Dhar}, Theory Probab. Math. Stat. 110, 143--158 (2024; Zbl 07854698) Full Text: DOI
Zhang, Jun; Yang, Baojun; Feng, Zhenghui Estimation of correlation coefficient under a linear multiplicative distortion measurement errors model. (English) Zbl 07854478 Commun. Stat., Simulation Comput. 53, No. 1, 62-93 (2024). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{J. Zhang} et al., Commun. Stat., Simulation Comput. 53, No. 1, 62--93 (2024; Zbl 07854478) Full Text: DOI
Feng, Zhenghui; Zhang, Jun; Yang, Baojun Average derivation estimation with multiplicative distortion measurement errors. (English) Zbl 07854477 Commun. Stat., Simulation Comput. 53, No. 1, 30-61 (2024). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{Z. Feng} et al., Commun. Stat., Simulation Comput. 53, No. 1, 30--61 (2024; Zbl 07854477) Full Text: DOI
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
Zhang, Jeffrey; Li, Wei; Miao, Wang; Tchetgen Tchetgen, Eric Corrigendum to: “Proximal causal inference without uniqueness assumptions”. (English) Zbl 1537.62049 Stat. Probab. Lett. 208, Article ID 110055, 1 p. (2024). MSC: 62P20 62G08 PDFBibTeX XMLCite \textit{J. Zhang} et al., Stat. Probab. Lett. 208, Article ID 110055, 1 p. (2024; Zbl 1537.62049) Full Text: DOI
Mnatsakanov, Robert M.; Pommeret, Denys On recovering the relative distribution. I: The moment-recovered approach. (English) Zbl 07850482 Stat. Probab. Lett. 208, Article ID 110035, 9 p. (2024). MSC: 62G07 62G05 62G20 62N01 62G08 PDFBibTeX XMLCite \textit{R. M. Mnatsakanov} and \textit{D. Pommeret}, Stat. Probab. Lett. 208, Article ID 110035, 9 p. (2024; Zbl 07850482) Full Text: DOI
Klein, Thierry; Rochet, Paul Efficiency of the averaged rank-based estimator for first order Sobol index inference. (English) Zbl 07850464 Stat. Probab. Lett. 207, Article ID 110015, 6 p. (2024). MSC: 62G08 65C05 62G05 62G07 PDFBibTeX XMLCite \textit{T. Klein} and \textit{P. Rochet}, Stat. Probab. Lett. 207, Article ID 110015, 6 p. (2024; Zbl 07850464) Full Text: DOI arXiv
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
Azzi, Amel; Belguerna, Abderrahmane; Laksaci, Ali; Rachdi, Mustapha The scalar-on-function modal regression for functional time series data. (English) Zbl 07846645 J. Nonparametric Stat. 36, No. 2, 503-526 (2024). MSC: 62G08 62G10 62G35 62G07 62G32 62G30 62H12 PDFBibTeX XMLCite \textit{A. Azzi} et al., J. Nonparametric Stat. 36, No. 2, 503--526 (2024; Zbl 07846645) Full Text: DOI
Wu, Chun-Yen; Huang, Li-Shan; Jin, Zhezhen Decomposition and reproducing property of local polynomial equivalent kernels in varying coefficient models. (English) Zbl 07846639 J. Nonparametric Stat. 36, No. 2, 357-372 (2024). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{C.-Y. Wu} et al., J. Nonparametric Stat. 36, No. 2, 357--372 (2024; Zbl 07846639) Full Text: DOI OA License
Romor, Francesco; Tezzele, Marco; Rozza, Gianluigi A local approach to parameter space reduction for regression and classification tasks. (English) Zbl 1539.41020 J. Sci. Comput. 99, No. 3, Paper No. 83, 30 p. (2024). Reviewer: Martin D. Buhmann (Gießen) MSC: 41A30 41A63 65D15 65C20 62K20 62H30 62G08 PDFBibTeX XMLCite \textit{F. Romor} et al., J. Sci. Comput. 99, No. 3, Paper No. 83, 30 p. (2024; Zbl 1539.41020) Full Text: DOI arXiv OA License
Liu, Hao; Liao, Wenjing Learning functions varying along a central subspace. (English) Zbl 07846458 SIAM J. Math. Data Sci. 6, No. 2, 343-371 (2024). MSC: 62G08 62H25 PDFBibTeX XMLCite \textit{H. Liu} and \textit{W. Liao}, SIAM J. Math. Data Sci. 6, No. 2, 343--371 (2024; Zbl 07846458) Full Text: DOI arXiv
Zhang, Qi; Li, Bing; Xue, Lingzhou Nonlinear sufficient dimension reduction for distribution-on-distribution regression. (English) Zbl 07846376 J. Multivariate Anal. 202, Article ID 105302, 18 p. (2024). MSC: 62Hxx 62G08 62H12 PDFBibTeX XMLCite \textit{Q. Zhang} et al., J. Multivariate Anal. 202, Article ID 105302, 18 p. (2024; Zbl 07846376) Full Text: DOI arXiv
Xu, Wenchao; Zhang, Xinyu; Liang, Hua Linearized maximum rank correlation estimation when covariates are functional. (English) Zbl 07846375 J. Multivariate Anal. 202, Article ID 105301, 20 p. (2024). MSC: 62Hxx 62R10 62G08 PDFBibTeX XMLCite \textit{W. Xu} et al., J. Multivariate Anal. 202, Article ID 105301, 20 p. (2024; Zbl 07846375) Full Text: DOI
Barnett, Alex; Greengard, Philip; Rachh, Manas Uniform approximation of common Gaussian process kernels using equispaced Fourier grids. (English) Zbl 07844325 Appl. Comput. Harmon. Anal. 71, Article ID 101640, 14 p. (2024). MSC: 65D15 62G08 65T50 PDFBibTeX XMLCite \textit{A. Barnett} et al., Appl. Comput. Harmon. Anal. 71, Article ID 101640, 14 p. (2024; Zbl 07844325) Full Text: DOI arXiv
Wang, Chendi; Guo, Xin; Wu, Qiang Learning with centered reproducing kernels. (English) Zbl 1539.62118 Anal. Appl., Singap. 22, No. 3, 507-534 (2024). MSC: 62G08 46E22 68T05 PDFBibTeX XMLCite \textit{C. Wang} et al., Anal. Appl., Singap. 22, No. 3, 507--534 (2024; Zbl 1539.62118) Full Text: DOI
Liu, Yanxia; Wang, Zhihao; Tian, Maozai; Yu, Keming Estimation and variable selection for generalized functional partially varying coefficient hybrid models. (English) Zbl 1536.62049 Stat. Pap. 65, No. 1, 93-119 (2024). MSC: 62G08 62H25 62G20 62R10 PDFBibTeX XMLCite \textit{Y. Liu} et al., Stat. Pap. 65, No. 1, 93--119 (2024; Zbl 1536.62049) Full Text: DOI
Mösching, Alexandre; Dümbgen, Lutz Estimation of a likelihood ratio ordered family of distributions. (English) Zbl 1536.62017 Stat. Comput. 34, No. 1, Paper No. 58, 16 p. (2024). MSC: 62-08 62G05 62G08 62H12 PDFBibTeX XMLCite \textit{A. Mösching} and \textit{L. Dümbgen}, Stat. Comput. 34, No. 1, Paper No. 58, 16 p. (2024; Zbl 1536.62017) Full Text: DOI arXiv OA License
Soukarieh, Inass; Bouzebda, Salim Weak convergence of the conditional \(U\)-statistics for locally stationary functional time series. (English) Zbl 07839692 Stat. Inference Stoch. Process. 27, No. 2, 227-304 (2024). MSC: 62G05 62G08 62G20 62G35 62G07 62G32 62G30 62E20 PDFBibTeX XMLCite \textit{I. Soukarieh} and \textit{S. Bouzebda}, Stat. Inference Stoch. Process. 27, No. 2, 227--304 (2024; Zbl 07839692) Full Text: DOI
Zhang, Jun; Cui, Leyi Exponential parametric distortion nonlinear measurement errors models. (English) Zbl 07833901 Commun. Stat., Theory Methods 53, No. 5, 1777-1799 (2024). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{J. Zhang} and \textit{L. Cui}, Commun. Stat., Theory Methods 53, No. 5, 1777--1799 (2024; Zbl 07833901) Full Text: DOI
Hu, Qirui; Li, Jie Statistical inference for mean function of longitudinal imaging data over complicated domains. (English) Zbl 1540.62052 Stat. Sin. 34, No. 2, 955-982 (2024). MSC: 62G08 62G15 62G20 62M40 PDFBibTeX XMLCite \textit{Q. Hu} and \textit{J. Li}, Stat. Sin. 34, No. 2, 955--982 (2024; Zbl 1540.62052) Full Text: DOI
Liu, Chang; Miao, Yu Complete convergence for weighted sums of random variables satisfying generalized Rosenthal-type inequalities. (English) Zbl 1536.60030 Lith. Math. J. 64, No. 1, 18-33 (2024). Reviewer: Pavel Stoynov (Sofia) MSC: 60F10 62G08 PDFBibTeX XMLCite \textit{C. Liu} and \textit{Y. Miao}, Lith. Math. J. 64, No. 1, 18--33 (2024; Zbl 1536.60030) Full Text: DOI
Alquier, Pierre User-friendly introduction to PAC-Bayes bounds. (English) Zbl 1536.68008 Found. Trends Mach. Learn. 17, No. 2, 174-303 (2024). MSC: 68T05 68T07 68-02 62G08 62H30 62F15 60E15 PDFBibTeX XMLCite \textit{P. Alquier}, Found. Trends Mach. Learn. 17, No. 2, 174--303 (2024; Zbl 1536.68008) Full Text: DOI arXiv
Cheng, Nuojin; Malik, Osman Asif; De, Subhayan; Becker, Stephen; Doostan, Alireza Bi-fidelity variational auto-encoder for uncertainty quantification. (English) Zbl 1539.62013 Comput. Methods Appl. Mech. Eng. 421, Article ID 116793, 21 p. (2024). MSC: 62-08 62F15 62G08 65K10 PDFBibTeX XMLCite \textit{N. Cheng} et al., Comput. Methods Appl. Mech. Eng. 421, Article ID 116793, 21 p. (2024; Zbl 1539.62013) Full Text: DOI arXiv
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: 62G08 62J05 62H12 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
Song, Zhouzhou; Liu, Zhao; Zhang, Hanyu; Zhu, Ping An improved sufficient dimension reduction-based kriging modeling method for high-dimensional evaluation-expensive problems. (English) Zbl 1539.62034 Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116544, 21 p. (2024). MSC: 62-08 62G08 62H25 PDFBibTeX XMLCite \textit{Z. Song} et al., Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116544, 21 p. (2024; Zbl 1539.62034) Full Text: DOI
Kong, Linglong; Luo, Xinchao; Xie, Jinhan; Zhu, Lixing; Zhu, Hongtu A functional nonlinear mixed effects modeling framework for longitudinal functional responses. (English) Zbl 07823241 Electron. J. Stat. 18, No. 1, 1355-1393 (2024). MSC: 62G05 60J05 62G08 62G20 PDFBibTeX XMLCite \textit{L. Kong} et al., Electron. J. Stat. 18, No. 1, 1355--1393 (2024; Zbl 07823241) Full Text: DOI Link
Wang, Shuoyang; Cao, Guanqun [Alzheimer’s Disease Neuroimaging Initiative] Multiclass classification for multidimensional functional data through deep neural networks. (English) Zbl 07823239 Electron. J. Stat. 18, No. 1, 1248-1292 (2024). MSC: 62G05 62G08 62G35 PDFBibTeX XMLCite \textit{S. Wang} and \textit{G. Cao}, Electron. J. Stat. 18, No. 1, 1248--1292 (2024; Zbl 07823239) Full Text: DOI arXiv Link
Madrid Padilla, Oscar Hernan; Chatterjee, Sabyasachi Quantile regression by dyadic CART. (English) Zbl 07823238 Electron. J. Stat. 18, No. 1, 1206-1247 (2024). MSC: 62G08 62G05 PDFBibTeX XMLCite \textit{O. H. Madrid Padilla} and \textit{S. Chatterjee}, Electron. J. Stat. 18, No. 1, 1206--1247 (2024; Zbl 07823238) Full Text: DOI arXiv Link
Cheung, Kin Yap; Lee, Stephen M. S. High-dimensional local linear regression under sparsity and convex losses. (English) Zbl 07823229 Electron. J. Stat. 18, No. 1, 803-847 (2024). MSC: 62G08 PDFBibTeX XMLCite \textit{K. Y. Cheung} and \textit{S. M. S. Lee}, Electron. J. Stat. 18, No. 1, 803--847 (2024; Zbl 07823229) Full Text: DOI Link
Braun, Alina; Kohler, Michael; Cho, Jeongik; Krzyżak, Adam Analysis of the rate of convergence of two regression estimates defined by neural features which are easy to implement. (English) Zbl 07823222 Electron. J. Stat. 18, No. 1, 553-598 (2024). MSC: 62G08 62M45 PDFBibTeX XMLCite \textit{A. Braun} et al., Electron. J. Stat. 18, No. 1, 553--598 (2024; Zbl 07823222) Full Text: DOI Link
Okuno, Akifumi; Imaizumi, Masaaki Minimax analysis for inverse risk in nonparametric planer invertible regression. (English) Zbl 07823216 Electron. J. Stat. 18, No. 1, 355-394 (2024). MSC: 62G08 54C56 62C20 PDFBibTeX XMLCite \textit{A. Okuno} and \textit{M. Imaizumi}, Electron. J. Stat. 18, No. 1, 355--394 (2024; Zbl 07823216) Full Text: DOI arXiv Link
Jacquemain, Alexandre; Heuchenne, Cédric; Pircalabelu, Eugen A penalised bootstrap estimation procedure for the explained Gini coefficient. (English) Zbl 07823213 Electron. J. Stat. 18, No. 1, 247-300 (2024). MSC: 62G08 62P20 62F40 62E20 PDFBibTeX XMLCite \textit{A. Jacquemain} et al., Electron. J. Stat. 18, No. 1, 247--300 (2024; Zbl 07823213) Full Text: DOI Link