Okhrin, Ostap; Ristig, Alexander Penalized estimation of hierarchical Archimedean copula. (English) Zbl 07823271 J. Multivariate Anal. 201, Article ID 105274, 16 p. (2024). MSC: 62Hxx 62G07 62H12 PDFBibTeX XMLCite \textit{O. Okhrin} and \textit{A. Ristig}, J. Multivariate Anal. 201, Article ID 105274, 16 p. (2024; Zbl 07823271) Full Text: DOI
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: 62G20 PDFBibTeX XMLCite \textit{R. Jiang} et al., Electron. J. Stat. 18, No. 1, 674--705 (2024; Zbl 07823225) Full Text: DOI Link
Wang, Wu; Zhu, Zhongyi Homogeneity and sparsity analysis for high-dimensional panel data models. (English) Zbl 07813826 J. Bus. Econ. Stat. 42, No. 1, 26-35 (2024). MSC: 62P20 PDFBibTeX XMLCite \textit{W. Wang} and \textit{Z. Zhu}, J. Bus. Econ. Stat. 42, No. 1, 26--35 (2024; Zbl 07813826) Full Text: DOI
Liang, Chunhui; Ma, Wenqing Heterogeneous analysis for clustered data using grouped finite mixture models. (English) Zbl 07800676 Stat. Comput. 34, No. 1, Paper No. 40, 23 p. (2024). MSC: 62-08 62H30 62P20 PDFBibTeX XMLCite \textit{C. Liang} and \textit{W. Ma}, Stat. Comput. 34, No. 1, Paper No. 40, 23 p. (2024; Zbl 07800676) Full Text: DOI
Horrace, William C.; Jung, Hyunseok; Lee, Yoonseok LASSO for stochastic frontier models with many efficient firms. (English) Zbl 07813803 J. Bus. Econ. Stat. 41, No. 4, 1132-1142 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{W. C. Horrace} et al., J. Bus. Econ. Stat. 41, No. 4, 1132--1142 (2023; Zbl 07813803) Full Text: DOI
Liu, Xuan; Chen, Jianbao Recognition and variable selection in sparse spatial panel data models with fixed effects. (English) Zbl 07789491 Braz. J. Probab. Stat. 37, No. 4, 735-755 (2023). MSC: 62-XX 92-XX PDFBibTeX XMLCite \textit{X. Liu} and \textit{J. Chen}, Braz. J. Probab. Stat. 37, No. 4, 735--755 (2023; Zbl 07789491) Full Text: DOI
Roche, Angelina Lasso in Infinite dimension: application to variable selection in functional multivariate linear regression. (English) Zbl 07784498 Electron. J. Stat. 17, No. 2, 3357-3405 (2023). MSC: 62G08 62J07 PDFBibTeX XMLCite \textit{A. Roche}, Electron. J. Stat. 17, No. 2, 3357--3405 (2023; Zbl 07784498) Full Text: DOI arXiv Link
Han, Dongxiao; Han, Miao; Huang, Jian; Lin, Yuanyuan Robust inference for high-dimensional single index models. (English) Zbl 07782053 Scand. J. Stat. 50, No. 4, 1590-1615 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Han} et al., Scand. J. Stat. 50, No. 4, 1590--1615 (2023; Zbl 07782053) Full Text: DOI
Camli, Onur; Kalaylioglu, Zeynep; SenGupta, Ashis Variable selection in linear-circular regression models. (English) Zbl 07778563 J. Appl. Stat. 50, No. 16, 3337-3361 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Camli} et al., J. Appl. Stat. 50, No. 16, 3337--3361 (2023; Zbl 07778563) Full Text: DOI
Fan, Rui; Lee, Ji Hyung; Shin, Youngki Predictive quantile regression with mixed roots and increasing dimensions: the ALQR approach. (English) Zbl 07767730 J. Econom. 237, No. 2, Part C, Article ID 105372, 19 p. (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{R. Fan} et al., J. Econom. 237, No. 2, Part C, Article ID 105372, 19 p. (2023; Zbl 07767730) Full Text: DOI arXiv
Wang, Zhenzhong; Safikhani, Abolfazl; Zhu, Zhengyuan; Matteson, David S. Regularized estimation in high-dimensional vector auto-regressive models using spatio-temporal information. (English) Zbl 07767607 Stat. Sin. 33, Spec. Iss., 1271-1294 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Wang} et al., Stat. Sin. 33, 1271--1294 (2023; Zbl 07767607) Full Text: DOI arXiv
Ma, Haiqiang; Liu, Chao; Xu, Sheng; Yang, Jin Subgroup analysis for functional partial linear regression model. (English. French summary) Zbl 07759544 Can. J. Stat. 51, No. 2, 559-579 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Ma} et al., Can. J. Stat. 51, No. 2, 559--579 (2023; Zbl 07759544) Full Text: DOI
Cao, Zhimiao; Kang, Xiaoning; Wang, Mingqiu Doubly robust weighted composite quantile regression based on SCAD-\(L_2\). (English. French summary) Zbl 07759519 Can. J. Stat. 51, No. 1, 38-76 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Cao} et al., Can. J. Stat. 51, No. 1, 38--76 (2023; Zbl 07759519) Full Text: DOI
Tu, Jiyuan; Liu, Weidong; Mao, Xiaojun Byzantine-robust distributed sparse learning for \(M\)-estimation. (English) Zbl 07753625 Mach. Learn. 112, No. 10, 3773-3804 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tu} et al., Mach. Learn. 112, No. 10, 3773--3804 (2023; Zbl 07753625) Full Text: DOI
Jin, Jun; Liu, Shuangzhe; Ma, Tiefeng Distributed penalized modal regression for massive data. (English) Zbl 07741546 J. Syst. Sci. Complex. 36, No. 2, 798-821 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Jin} et al., J. Syst. Sci. Complex. 36, No. 2, 798--821 (2023; Zbl 07741546) Full Text: DOI
Liu, Mingming; Yang, Jing; Liu, Yushi; Jia, Bochao; Chen, Yun-Fei; Sun, Luna; Ma, Shujie A fusion learning method to subgroup analysis of Alzheimer’s disease. (English) Zbl 07716698 J. Appl. Stat. 50, No. 8, 1686-1708 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Liu} et al., J. Appl. Stat. 50, No. 8, 1686--1708 (2023; Zbl 07716698) Full Text: DOI arXiv
Yang, Fan; Li, Zhanyang; Xue, Yushan; Yang, Yuehan A penalized least product relative error loss function based on wavelet decomposition for non-parametric multiplicative additive models. (English) Zbl 07715657 J. Comput. Appl. Math. 432, Article ID 115299, 15 p. (2023). MSC: 62Gxx 62Jxx 65Cxx PDFBibTeX XMLCite \textit{F. Yang} et al., J. Comput. Appl. Math. 432, Article ID 115299, 15 p. (2023; Zbl 07715657) Full Text: DOI
Ma, Xuejun; Zhang, Ping Quantile regression for compositional covariates. (English) Zbl 07713646 Commun. Stat., Simulation Comput. 52, No. 3, 658-668 (2023). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{X. Ma} and \textit{P. Zhang}, Commun. Stat., Simulation Comput. 52, No. 3, 658--668 (2023; Zbl 07713646) Full Text: DOI arXiv
Wang, Xin; Zhu, Zhengyuan; Zhang, Hao Helen Spatial heterogeneity automatic detection and estimation. (English) Zbl 07708621 Comput. Stat. Data Anal. 180, Article ID 107667, 23 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{X. Wang} et al., Comput. Stat. Data Anal. 180, Article ID 107667, 23 p. (2023; Zbl 07708621) Full Text: DOI arXiv
Mehrabani, Ali Estimation and identification of latent group structures in panel data. (English) Zbl 07704501 J. Econom. 235, No. 2, 1464-1482 (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{A. Mehrabani}, J. Econom. 235, No. 2, 1464--1482 (2023; Zbl 07704501) Full Text: DOI
Zarei, Atefeh; Khodadadi, Zahra; Maleki, Mohsen; Zare, Karim Robust mixture regression modeling based on two-piece scale mixtures of normal distributions. (English) Zbl 07702478 Adv. Data Anal. Classif., ADAC 17, No. 1, 181-210 (2023). MSC: 62H30 62J20 62E17 62F10 62J05 PDFBibTeX XMLCite \textit{A. Zarei} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 181--210 (2023; Zbl 07702478) Full Text: DOI
Zhao, Mingtao; Xu, Xiaoli; Zhu, Yanling; Zhang, Kongsheng; Zhou, Yan Model estimation and selection for partial linear varying coefficient EV models with longitudinal data. (English) Zbl 07697889 J. Appl. Stat. 50, No. 3, 512-534 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Zhao} et al., J. Appl. Stat. 50, No. 3, 512--534 (2023; Zbl 07697889) Full Text: DOI
Wu, Shicheng; Gao, Xin; Carroll, Raymond J. Model selection of generalized estimating equation with divergent model size. (English) Zbl 07688209 Stat. Sin. 33, No. 1, 237-258 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Wu} et al., Stat. Sin. 33, No. 1, 237--258 (2023; Zbl 07688209) Full Text: DOI
Zeng, Xin; Ju, Yuanyuan; Wu, Liucang Variable selection in finite mixture of median regression models using skew-normal distribution. (English) Zbl 07660551 Stat. Theory Relat. Fields 7, No. 1, 30-48 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Zeng} et al., Stat. Theory Relat. Fields 7, No. 1, 30--48 (2023; Zbl 07660551) Full Text: DOI
Wang, Jin; Ouyang, Yunbo; Ji, Yuan; Liang, Feng An ensemble EM algorithm for Bayesian variable selection. (English) Zbl 07809992 Bayesian Anal. 17, No. 3, 879-900 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Wang} et al., Bayesian Anal. 17, No. 3, 879--900 (2022; Zbl 07809992) Full Text: DOI arXiv Link
Taavoni, Mozhgan; Arashi, Mohammad Estimation in multivariate \(t\) linear mixed models for longitudinal data with multiple outputs: application to PBCseq data analysis. (English) Zbl 1523.62216 Biom. J. 64, No. 3, 539-556 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{M. Taavoni} and \textit{M. Arashi}, Biom. J. 64, No. 3, 539--556 (2022; Zbl 1523.62216) Full Text: DOI
Wang, Wu; Zhu, Zhongyi Group structure detection for a high-dimensional panel data model. (English. French summary) Zbl 07759488 Can. J. Stat. 50, No. 3, 852-866 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Wang} and \textit{Z. Zhu}, Can. J. Stat. 50, No. 3, 852--866 (2022; Zbl 07759488) Full Text: DOI
Zhong, Wei; Zhou, Wei; Fan, Qingliang; Gao, Yang Dummy endogenous treatment effect estimation using high-dimensional instrumental variables. (English. French summary) Zbl 07759486 Can. J. Stat. 50, No. 3, 795-819 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Zhong} et al., Can. J. Stat. 50, No. 3, 795--819 (2022; Zbl 07759486) Full Text: DOI
Wang, Wei; Lu, Shou-En; Cheng, Jerry Q.; Xie, Minge; Kostis, John B. Multivariate survival analysis in big data: a divide-and-combine approach. (English) Zbl 1520.62364 Biometrics 78, No. 3, 852-866 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{W. Wang} et al., Biometrics 78, No. 3, 852--866 (2022; Zbl 1520.62364) Full Text: DOI
Ning, Jing Discussion of “A selective review of statistical methods using calibration information from similar studies”. (English) Zbl 07660307 Stat. Theory Relat. Fields 6, No. 3, 199-200 (2022). MSC: 62-08 62R07 62F10 62G05 62P10 62-02 65Y05 PDFBibTeX XMLCite \textit{J. Ning}, Stat. Theory Relat. Fields 6, No. 3, 199--200 (2022; Zbl 07660307) Full Text: DOI
Chen, Li-Pang Nonparametric discriminant analysis with network structures in predictor. (English) Zbl 07660118 J. Stat. Comput. Simulation 92, No. 18, 3836-3861 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L.-P. Chen}, J. Stat. Comput. Simulation 92, No. 18, 3836--3861 (2022; Zbl 07660118) Full Text: DOI
Chen, Li-Pang Network-based discriminant analysis for multiclassification. (English) Zbl 07646902 J. Classif. 39, No. 3, 410-431 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{L.-P. Chen}, J. Classif. 39, No. 3, 410--431 (2022; Zbl 07646902) Full Text: DOI
Sun, Jun; Liu, Wanrong Robust estimation for varying coefficient partially functional linear regression models based on exponential squared loss function. (English) Zbl 1503.62043 Open Math. 20, 1112-1125 (2022). MSC: 62G08 62G05 62G35 62J05 62H25 62R10 PDFBibTeX XMLCite \textit{J. Sun} and \textit{W. Liu}, Open Math. 20, 1112--1125 (2022; Zbl 1503.62043) Full Text: DOI
Salamwade, R. L.; Sakate, D. M. Robust variable selection via penalized MT-estimator in generalized linear models. (English) Zbl 07596371 Commun. Stat., Theory Methods 51, No. 22, 8053-8065 (2022). MSC: 62J12 PDFBibTeX XMLCite \textit{R. L. Salamwade} and \textit{D. M. Sakate}, Commun. Stat., Theory Methods 51, No. 22, 8053--8065 (2022; Zbl 07596371) Full Text: DOI
Chan, Ngai Hang; Gao, Linhao; Palma, Wilfredo Simultaneous variable selection and structural identification for time-varying coefficient models. (English) Zbl 07570753 J. Time Ser. Anal. 43, No. 4, 511-531 (2022). MSC: 62Mxx 62M10 PDFBibTeX XMLCite \textit{N. H. Chan} et al., J. Time Ser. Anal. 43, No. 4, 511--531 (2022; Zbl 07570753) Full Text: DOI
Chen, Li-Pang; Yi, Grace Y. De-noising analysis of noisy data under mixed graphical models. (English) Zbl 07567702 Electron. J. Stat. 16, No. 2, 3861-3909 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L.-P. Chen} and \textit{G. Y. Yi}, Electron. J. Stat. 16, No. 2, 3861--3909 (2022; Zbl 07567702) Full Text: DOI Link
Feng, Sanying; Zhang, Xinyu; Liang, Hui; Pei, Lifang Model selection for functional linear regression with hierarchical structure. (English) Zbl 1503.62110 Braz. J. Probab. Stat. 36, No. 2, 243-262 (2022). MSC: 62R10 62J05 62G08 62H25 62G20 PDFBibTeX XMLCite \textit{S. Feng} et al., Braz. J. Probab. Stat. 36, No. 2, 243--262 (2022; Zbl 1503.62110) Full Text: DOI
Ng, Chi Tim; Lee, Woojoo; Lee, Youngjo In defense of LASSO. (English) Zbl 07535577 Commun. Stat., Theory Methods 51, No. 9, 3018-3042 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{C. T. Ng} et al., Commun. Stat., Theory Methods 51, No. 9, 3018--3042 (2022; Zbl 07535577) Full Text: DOI
Zhao, Mingtao; Gao, Yuzhao; Cui, Yuehua Variable selection for longitudinal varying coefficient errors-in-variables models. (English) Zbl 07533656 Commun. Stat., Theory Methods 51, No. 11, 3713-3738 (2022). MSC: 62F12 62E20 62G08 62-XX PDFBibTeX XMLCite \textit{M. Zhao} et al., Commun. Stat., Theory Methods 51, No. 11, 3713--3738 (2022; Zbl 07533656) Full Text: DOI
Kang, Xiaoning; Kang, Lulu; Chen, Wei; Deng, Xinwei A generative approach to modeling data with quantitative and qualitative responses. (English) Zbl 1493.62386 J. Multivariate Anal. 190, Article ID 104952, 22 p. (2022). MSC: 62H30 62H12 PDFBibTeX XMLCite \textit{X. Kang} et al., J. Multivariate Anal. 190, Article ID 104952, 22 p. (2022; Zbl 1493.62386) Full Text: DOI arXiv
Zhang, Shuang; Feng, Xingdong Distributed identification of heterogeneous treatment effects. (English) Zbl 1505.62443 Comput. Stat. 37, No. 1, 57-89 (2022). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Zhang} and \textit{X. Feng}, Comput. Stat. 37, No. 1, 57--89 (2022; Zbl 1505.62443) Full Text: DOI
Li, Tizheng; Kang, Xiaojuan Variable selection of higher-order partially linear spatial autoregressive model with a diverging number of parameters. (English) Zbl 07504792 Stat. Pap. 63, No. 1, 243-285 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Li} and \textit{X. Kang}, Stat. Pap. 63, No. 1, 243--285 (2022; Zbl 07504792) Full Text: DOI
Feng, Sanying; Zhang, Menghan; Tong, Tiejun Variable selection for functional linear models with strong heredity constraint. (English) Zbl 07502573 Ann. Inst. Stat. Math. 74, No. 2, 321-339 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Feng} et al., Ann. Inst. Stat. Math. 74, No. 2, 321--339 (2022; Zbl 07502573) Full Text: DOI
Ming, Hao; Liu, Huilan; Yang, Hu Least product relative error estimation for identification in multiplicative additive models. (English) Zbl 1524.62187 J. Comput. Appl. Math. 404, Article ID 113886, 16 p. (2022). MSC: 62G08 62G20 62J05 62G05 62J07 PDFBibTeX XMLCite \textit{H. Ming} et al., J. Comput. Appl. Math. 404, Article ID 113886, 16 p. (2022; Zbl 1524.62187) Full Text: DOI
Lee, Eun Ryung; Cho, Jinwoo; Park, Seyoung Penalized kernel quantile regression for varying coefficient models. (English) Zbl 1478.62094 J. Stat. Plann. Inference 217, 8-23 (2022). MSC: 62G08 62-08 PDFBibTeX XMLCite \textit{E. R. Lee} et al., J. Stat. Plann. Inference 217, 8--23 (2022; Zbl 1478.62094) Full Text: DOI
Xiong, Wei; Wang, Dehui; Deng, Dianliang; Wang, Xinyang; Zhang, Wanying Penalized multiply robust estimation in high-order autoregressive processes with missing explanatory variables. (English) Zbl 1480.62104 J. Multivariate Anal. 187, Article ID 104867, 15 p. (2022). MSC: 62H12 62D10 62F35 62M10 PDFBibTeX XMLCite \textit{W. Xiong} et al., J. Multivariate Anal. 187, Article ID 104867, 15 p. (2022; Zbl 1480.62104) Full Text: DOI
Chen, Ziqi; Ning, Jing; Shen, Yu; Qin, Jing Combining primary cohort data with external aggregate information without assuming comparability. (English) Zbl 1520.62167 Biometrics 77, No. 3, 1024-1036 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{Z. Chen} et al., Biometrics 77, No. 3, 1024--1036 (2021; Zbl 1520.62167) Full Text: DOI
Chen, Li-Pang; Yi, Grace Y. Analysis of noisy survival data with graphical proportional hazards measurement error models. (English) Zbl 1520.62162 Biometrics 77, No. 3, 956-969 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{L.-P. Chen} and \textit{G. Y. Yi}, Biometrics 77, No. 3, 956--969 (2021; Zbl 1520.62162) Full Text: DOI
Zhong, Qingzhi; Lin, Huazhen; Li, Yi Cluster non-Gaussian functional data. (English) Zbl 1520.62412 Biometrics 77, No. 3, 852-865 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{Q. Zhong} et al., Biometrics 77, No. 3, 852--865 (2021; Zbl 1520.62412) Full Text: DOI
Tang, Xiwei; Xue, Fei; Qu, Annie Individualized multidirectional variable selection. (English) Zbl 1524.62303 J. Am. Stat. Assoc. 116, No. 535, 1280-1296 (2021). MSC: 62H30 65K10 62P10 PDFBibTeX XMLCite \textit{X. Tang} et al., J. Am. Stat. Assoc. 116, No. 535, 1280--1296 (2021; Zbl 1524.62303) Full Text: DOI arXiv
Li, Xinyi; Wang, Li; Wang, Huixia Judy; for the Alzheimer’s Disease Neuroimaging Initiative Sparse learning and structure identification for ultrahigh-dimensional image-on-scalar regression. (English) Zbl 07662817 J. Am. Stat. Assoc. 116, No. 536, 1994-2008 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Li} et al., J. Am. Stat. Assoc. 116, No. 536, 1994--2008 (2021; Zbl 07662817) Full Text: DOI
Fan, Qingliang; Yu, Wanlu Adaptive \(k\)-class estimation in high-dimensional linear models. (English) Zbl 07553317 Commun. Stat., Simulation Comput. 50, No. 12, 3885-3913 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Q. Fan} and \textit{W. Yu}, Commun. Stat., Simulation Comput. 50, No. 12, 3885--3913 (2021; Zbl 07553317) Full Text: DOI
Wang, Jiang-Feng; Jiang, Wei-Jun; Xu, Fang-Yin; Fu, Wu-Xin Weighted composite quantile regression with censoring indicators missing at random. (English) Zbl 07533703 Commun. Stat., Theory Methods 50, No. 12, 2900-2917 (2021). MSC: 62N02 62E20 62-XX PDFBibTeX XMLCite \textit{J.-F. Wang} et al., Commun. Stat., Theory Methods 50, No. 12, 2900--2917 (2021; Zbl 07533703) Full Text: DOI
Xiong, Jingwei; Shang, Junfeng A penalized approach to mixed model selection via cross-validation. (English) Zbl 07533679 Commun. Stat., Theory Methods 50, No. 11, 2481-2507 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Xiong} and \textit{J. Shang}, Commun. Stat., Theory Methods 50, No. 11, 2481--2507 (2021; Zbl 07533679) Full Text: DOI Link
Li, Rui; Mu, Shuchuan; Hao, Ruili Estimation and variable selection for partially linear additive models with measurement errors. (English) Zbl 07532957 Commun. Stat., Theory Methods 50, No. 6, 1416-1445 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Li} et al., Commun. Stat., Theory Methods 50, No. 6, 1416--1445 (2021; Zbl 07532957) Full Text: DOI
Luo, Guowang; Wu, Mixia Variable selection for semiparametric varying-coefficient spatial autoregressive models with a diverging number of parameters. (English) Zbl 07530953 Commun. Stat., Theory Methods 50, No. 9, 2062-2079 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Luo} and \textit{M. Wu}, Commun. Stat., Theory Methods 50, No. 9, 2062--2079 (2021; Zbl 07530953) Full Text: DOI
Zhu, Xuening; Li, Feng; Wang, Hansheng Least-square approximation for a distributed system. (English) Zbl 07499933 J. Comput. Graph. Stat. 30, No. 4, 1004-1018 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Zhu} et al., J. Comput. Graph. Stat. 30, No. 4, 1004--1018 (2021; Zbl 07499933) Full Text: DOI arXiv
Choi, Taehwa; Choi, Sangbum A fast algorithm for the accelerated failure time model with high-dimensional time-to-event data. (English) Zbl 07497667 J. Stat. Comput. Simulation 91, No. 16, 3385-3403 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Choi} and \textit{S. Choi}, J. Stat. Comput. Simulation 91, No. 16, 3385--3403 (2021; Zbl 07497667) Full Text: DOI
Wang, Yanxin; Zhu, Li Coordinate majorization descent algorithm for nonconvex penalized regression. (English) Zbl 07497108 J. Stat. Comput. Simulation 91, No. 13, 2684-2698 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Wang} and \textit{L. Zhu}, J. Stat. Comput. Simulation 91, No. 13, 2684--2698 (2021; Zbl 07497108) Full Text: DOI
Sun, W.; Bindele, H. F.; Abebe, A.; Correia, H. E. Robust functional coefficient selection for the single-index varying coefficients regression model. (English) Zbl 07493350 J. Stat. Comput. Simulation 91, No. 8, 1681-1697 (2021). MSC: 62J02 62G05 62F12 62G20 62-XX PDFBibTeX XMLCite \textit{W. Sun} et al., J. Stat. Comput. Simulation 91, No. 8, 1681--1697 (2021; Zbl 07493350) Full Text: DOI
Chang, Andersen; Wang, Minjie; Allen, Genevera I. Sparse regression for extreme values. (English) Zbl 1493.62421 Electron. J. Stat. 15, No. 2, 5995-6035 (2021). MSC: 62J05 62J07 62P05 62P10 PDFBibTeX XMLCite \textit{A. Chang} et al., Electron. J. Stat. 15, No. 2, 5995--6035 (2021; Zbl 1493.62421) Full Text: DOI arXiv Link
Wang, Fangfang; Lin, Lu; Liu, Lei; Wang, Kangning Estimation and clustering for partially heterogeneous single index model. (English) Zbl 07450916 Stat. Pap. 62, No. 6, 2529-2556 (2021). MSC: 62G08 62J05 62G20 PDFBibTeX XMLCite \textit{F. Wang} et al., Stat. Pap. 62, No. 6, 2529--2556 (2021; Zbl 07450916) Full Text: DOI
Morvan, Marie; Devijver, Emilie; Giacofci, Madison; Monbet, Valérie Prediction of the Nash through penalized mixture of logistic regression models. (English) Zbl 1477.62318 Ann. Appl. Stat. 15, No. 2, 952-970 (2021). MSC: 62P10 62J12 62M20 PDFBibTeX XMLCite \textit{M. Morvan} et al., Ann. Appl. Stat. 15, No. 2, 952--970 (2021; Zbl 1477.62318) Full Text: DOI
Guo, Chaohui; Lv, Jing; Wu, Jibo Composite quantile regression for ultra-high dimensional semiparametric model averaging. (English) Zbl 07422733 Comput. Stat. Data Anal. 160, Article ID 107231, 15 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Guo} et al., Comput. Stat. Data Anal. 160, Article ID 107231, 15 p. (2021; Zbl 07422733) Full Text: DOI
Wang, Xinyang; Wang, Dehui; Yang, Kai Integer-valued time series model order shrinkage and selection via penalized quasi-likelihood approach. (English) Zbl 1472.62137 Metrika 84, No. 5, 713-750 (2021). MSC: 62M10 62G05 PDFBibTeX XMLCite \textit{X. Wang} et al., Metrika 84, No. 5, 713--750 (2021; Zbl 1472.62137) Full Text: DOI
Ren, Mingyang; Zhang, Sanguo; Zhang, Qingzhao Robust high-dimensional regression for data with anomalous responses. (English) Zbl 1469.62424 Ann. Inst. Stat. Math. 73, No. 4, 703-736 (2021). MSC: 62R07 62G08 62G35 PDFBibTeX XMLCite \textit{M. Ren} et al., Ann. Inst. Stat. Math. 73, No. 4, 703--736 (2021; Zbl 1469.62424) Full Text: DOI
Zhang, Qingzhao; Ma, Shuangge; Huang, Yuan Promote sign consistency in the joint estimation of precision matrices. (English) Zbl 1510.62243 Comput. Stat. Data Anal. 159, Article ID 107210, 14 p. (2021). MSC: 62H12 62H22 62P10 62-08 PDFBibTeX XMLCite \textit{Q. Zhang} et al., Comput. Stat. Data Anal. 159, Article ID 107210, 14 p. (2021; Zbl 1510.62243) Full Text: DOI
Gao, Qibing; Zhu, Chunhua; Du, Xiuli; Zhou, Xingcai; Yin, Dingxin The asymptotic properties of SCAD penalized generalized linear models with adaptive designs. (English) Zbl 1462.62463 J. Syst. Sci. Complex. 34, No. 2, 759-773 (2021). MSC: 62J12 62F12 62K20 PDFBibTeX XMLCite \textit{Q. Gao} et al., J. Syst. Sci. Complex. 34, No. 2, 759--773 (2021; Zbl 1462.62463) Full Text: DOI
Horowitz, Joel L.; Nesheim, Lars Using penalized likelihood to select parameters in a random coefficients multinomial logit model. (English) Zbl 1471.62418 J. Econom. 222, No. 1, Part A, 44-55 (2021). MSC: 62J07 62F12 62P20 PDFBibTeX XMLCite \textit{J. L. Horowitz} and \textit{L. Nesheim}, J. Econom. 222, No. 1, Part A, 44--55 (2021; Zbl 1471.62418) Full Text: DOI Link
Jin, Jun; Ma, Tiefeng; Dai, Jiajia; Liu, Shuangzhe Penalized weighted composite quantile regression for partially linear varying coefficient models with missing covariates. (English) Zbl 1505.62202 Comput. Stat. 36, No. 1, 541-575 (2021). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{J. Jin} et al., Comput. Stat. 36, No. 1, 541--575 (2021; Zbl 1505.62202) Full Text: DOI
Zhong, Wei; Gao, Yang; Zhou, Wei; Fan, Qingliang Endogenous treatment effect estimation using high-dimensional instruments and double selection. (English) Zbl 1456.62032 Stat. Probab. Lett. 169, Article ID 108967, 6 p. (2021). MSC: 62F07 62D20 62P25 PDFBibTeX XMLCite \textit{W. Zhong} et al., Stat. Probab. Lett. 169, Article ID 108967, 6 p. (2021; Zbl 1456.62032) Full Text: DOI
Wang, Xinyang Variable selection for first-order Poisson integer-valued autoregressive model with covariables. (English) Zbl 1521.62175 Aust. N. Z. J. Stat. 62, No. 2, 278-295 (2020). MSC: 62M10 62F12 PDFBibTeX XMLCite \textit{X. Wang}, Aust. N. Z. J. Stat. 62, No. 2, 278--295 (2020; Zbl 1521.62175) Full Text: DOI
Wu, Qiwei; Zhao, Hui; Sun, Jianguo Variable selection of interval-censored failure time data. (English) Zbl 07616817 Bekker, Andriëtte (ed.) et al., Computational and methodological statistics and biostatistics. Contemporary essays in advancement. Cham: Springer. Emerg. Top. Stat. Biostat., 475-487 (2020). MSC: 62N02 62P10 62J05 PDFBibTeX XMLCite \textit{Q. Wu} et al., in: Computational and methodological statistics and biostatistics. Contemporary essays in advancement. Cham: Springer. 475--487 (2020; Zbl 07616817) Full Text: DOI
Yu, Conglian; Wang, Xiyang A new model selection procedure for finite mixture regression models. (English) Zbl 07528956 Commun. Stat., Theory Methods 49, No. 18, 4347-4366 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Yu} and \textit{X. Wang}, Commun. Stat., Theory Methods 49, No. 18, 4347--4366 (2020; Zbl 07528956) Full Text: DOI
Wang, Yan; Yue, Xiaowei; Tuo, Rui; Hunt, Jeffrey H.; Shi, Jianjun Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation. (English) Zbl 1498.62339 Ann. Appl. Stat. 14, No. 4, 1759-1776 (2020). MSC: 62P30 62-08 PDFBibTeX XMLCite \textit{Y. Wang} et al., Ann. Appl. Stat. 14, No. 4, 1759--1776 (2020; Zbl 1498.62339) Full Text: DOI arXiv
Chen, Li-Pang Variable selection and estimation for the additive hazards model subject to left-truncation, right-censoring and measurement error in covariates. (English) Zbl 07481513 J. Stat. Comput. Simulation 90, No. 18, 3261-3300 (2020). MSC: 62N01 62N02 62-XX PDFBibTeX XMLCite \textit{L.-P. Chen}, J. Stat. Comput. Simulation 90, No. 18, 3261--3300 (2020; Zbl 07481513) Full Text: DOI arXiv
Yang, Zhihuang; Chen, Jiahua Small area mean estimation after effect clustering. (English) Zbl 1521.62533 J. Appl. Stat. 47, No. 4, 602-623 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Yang} and \textit{J. Chen}, J. Appl. Stat. 47, No. 4, 602--623 (2020; Zbl 1521.62533) Full Text: DOI
Nguyen, Van Cuong; Ng, Chi Tim Variable selection under multicollinearity using modified log penalty. (English) Zbl 1521.62425 J. Appl. Stat. 47, No. 2, 201-230 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{V. C. Nguyen} and \textit{C. T. Ng}, J. Appl. Stat. 47, No. 2, 201--230 (2020; Zbl 1521.62425) Full Text: DOI
Li, Tizheng; Guo, Yue Penalized profile quasi-maximum likelihood method of partially linear spatial autoregressive model. (English) Zbl 07480199 J. Stat. Comput. Simulation 90, No. 15, 2705-2740 (2020). MSC: 91B72 62G05 62-XX PDFBibTeX XMLCite \textit{T. Li} and \textit{Y. Guo}, J. Stat. Comput. Simulation 90, No. 15, 2705--2740 (2020; Zbl 07480199) Full Text: DOI
Li, Tizheng; Yin, Qingyan; Peng, Jialong Variable selection of partially linear varying coefficient spatial autoregressive model. (English) Zbl 07480198 J. Stat. Comput. Simulation 90, No. 15, 2681-2704 (2020). MSC: 91B72 62G05 62-XX PDFBibTeX XMLCite \textit{T. Li} et al., J. Stat. Comput. Simulation 90, No. 15, 2681--2704 (2020; Zbl 07480198) Full Text: DOI
Chen, Xia; Mao, Liyue Penalized empirical likelihood for partially linear errors-in-variables models. (English) Zbl 1471.62295 AStA, Adv. Stat. Anal. 104, No. 4, 597-623 (2020). MSC: 62G05 PDFBibTeX XMLCite \textit{X. Chen} and \textit{L. Mao}, AStA, Adv. Stat. Anal. 104, No. 4, 597--623 (2020; Zbl 1471.62295) Full Text: DOI
Feng, Sanying; He, Wenqi; Li, Feng Model detection and estimation for varying coefficient panel data models with fixed effects. (English) Zbl 1510.62176 Comput. Stat. Data Anal. 152, Article ID 107054, 18 p. (2020). MSC: 62G08 62G05 62-08 62P20 PDFBibTeX XMLCite \textit{S. Feng} et al., Comput. Stat. Data Anal. 152, Article ID 107054, 18 p. (2020; Zbl 1510.62176) Full Text: DOI
Pei, Youquan; Tang, Yiming; Huang, Tao Statistical inference for multivariate longitudinal data with irregular auto-correlated error process. (English) Zbl 1465.62048 Sci. China, Math. 63, No. 10, 2117-2136 (2020). MSC: 62F03 62F05 62H11 62M10 62M30 PDFBibTeX XMLCite \textit{Y. Pei} et al., Sci. China, Math. 63, No. 10, 2117--2136 (2020; Zbl 1465.62048) Full Text: DOI
Wang, Yan; Tuo, Rui Semi-parametric adjustment to computer models. (English) Zbl 1472.62040 Statistics 54, No. 6, 1255-1275 (2020). MSC: 62F15 62P30 62-08 46E22 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{R. Tuo}, Statistics 54, No. 6, 1255--1275 (2020; Zbl 1472.62040) Full Text: DOI
Bang-Qiang, H. E.; Sheng-Ri, L. V. Penalized empirical likelihood for high-dimensional partially linear errors-in-function model with martingale difference errors. (English) Zbl 1465.62085 Statistics 54, No. 6, 1214-1231 (2020). MSC: 62G15 62G20 60G44 PDFBibTeX XMLCite \textit{H. E. Bang-Qiang} and \textit{L. V. Sheng-Ri}, Statistics 54, No. 6, 1214--1231 (2020; Zbl 1465.62085) Full Text: DOI
Liang, Baosheng; Wu, Peng; Tong, Xingwei; Qiu, Yanping Regression and subgroup detection for heterogeneous samples. (English) Zbl 1505.62245 Comput. Stat. 35, No. 4, 1853-1878 (2020). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{B. Liang} et al., Comput. Stat. 35, No. 4, 1853--1878 (2020; Zbl 1505.62245) Full Text: DOI
Zhang, Jinghua; Xue, Liugen Penalized quadratic inference function-based variable selection for generalized partially linear varying coefficient models with longitudinal data. (English) Zbl 1507.62249 Comput. Math. Methods Med. 2020, Article ID 3505306, 11 p. (2020). MSC: 62G08 62G20 62J05 62G05 PDFBibTeX XMLCite \textit{J. Zhang} and \textit{L. Xue}, Comput. Math. Methods Med. 2020, Article ID 3505306, 11 p. (2020; Zbl 1507.62249) Full Text: DOI
Wang, Lan; Peng, Bo; Bradic, Jelena; Li, Runze; Wu, Yunan A tuning-free robust and efficient approach to high-dimensional regression. (English) Zbl 1452.62525 J. Am. Stat. Assoc. 115, No. 532, 1700-1714 (2020). MSC: 62J07 62F35 62J05 PDFBibTeX XMLCite \textit{L. Wang} et al., J. Am. Stat. Assoc. 115, No. 532, 1700--1714 (2020; Zbl 1452.62525) Full Text: DOI
Sung, Chih-Li; Wang, Wenjia; Plumlee, Matthew; Haaland, Benjamin Multiresolution functional ANOVA for large-scale, many-input computer experiments. (English) Zbl 1445.62189 J. Am. Stat. Assoc. 115, No. 530, 908-919 (2020). MSC: 62J10 62R10 62R07 68T09 PDFBibTeX XMLCite \textit{C.-L. Sung} et al., J. Am. Stat. Assoc. 115, No. 530, 908--919 (2020; Zbl 1445.62189) Full Text: DOI arXiv
Rashid, Naim U.; Li, Quefeng; Yeh, Jen Jen; Ibrahim, Joseph G. Modeling between-study heterogeneity for improved replicability in gene signature selection and clinical prediction. (English) Zbl 1441.62471 J. Am. Stat. Assoc. 115, No. 531, 1125-1138 (2020). MSC: 62P10 62J12 PDFBibTeX XMLCite \textit{N. U. Rashid} et al., J. Am. Stat. Assoc. 115, No. 531, 1125--1138 (2020; Zbl 1441.62471) Full Text: DOI arXiv Link
Wang, Ming Qiu; Wu, Yuan Shan; Yang, Qing Long Adaptive penalized weighted least absolute deviations estimation for the accelerated failure time model. (English) Zbl 1447.62112 Acta Math. Sin., Engl. Ser. 36, No. 7, 812-828 (2020). MSC: 62N01 62N02 62N05 62F12 62P10 PDFBibTeX XMLCite \textit{M. Q. Wang} et al., Acta Math. Sin., Engl. Ser. 36, No. 7, 812--828 (2020; Zbl 1447.62112) Full Text: DOI
Wang, Sheng; Zimmerman, Dale L.; Breheny, Patrick Sparsity-regularized skewness estimation for the multivariate skew normal and multivariate skew \(t\) distributions. (English) Zbl 1448.62077 J. Multivariate Anal. 179, Article ID 104639, 15 p. (2020). MSC: 62H12 62H10 62F03 PDFBibTeX XMLCite \textit{S. Wang} et al., J. Multivariate Anal. 179, Article ID 104639, 15 p. (2020; Zbl 1448.62077) Full Text: DOI
Zhao, Puying; Rao, J. N. K.; Wu, Changbao Empirical likelihood inference with public-use survey data. (English) Zbl 1448.62027 Electron. J. Stat. 14, No. 1, 2484-2509 (2020). Reviewer: T. J. Rao (Visakhapatnam) MSC: 62D05 62G05 62G10 62P25 62P10 PDFBibTeX XMLCite \textit{P. Zhao} et al., Electron. J. Stat. 14, No. 1, 2484--2509 (2020; Zbl 1448.62027) Full Text: DOI arXiv Euclid
Wang, Xinyang; Wang, Dehui; Zhang, Haixiang Poisson autoregressive process modeling via the penalized conditional maximum likelihood procedure. (English) Zbl 1437.62341 Stat. Pap. 61, No. 1, 245-260 (2020). MSC: 62M10 60G55 62P25 PDFBibTeX XMLCite \textit{X. Wang} et al., Stat. Pap. 61, No. 1, 245--260 (2020; Zbl 1437.62341) Full Text: DOI
Lee, J.; Chen, J. A modified information criterion for tuning parameter selection in 1d fused LASSO for inference on multiple change points. (English) Zbl 1495.62057 J. Stat. Comput. Simulation 90, No. 8, 1496-1519 (2020). MSC: 62J07 PDFBibTeX XMLCite \textit{J. Lee} and \textit{J. Chen}, J. Stat. Comput. Simulation 90, No. 8, 1496--1519 (2020; Zbl 1495.62057) Full Text: DOI
Zheng, Chaowen; Wu, Yichao Tuning parameter selection for penalised empirical likelihood with a diverging number of parameters. (English) Zbl 1435.62447 J. Nonparametric Stat. 32, No. 1, 246-261 (2020). MSC: 62R07 62B10 62-08 62H12 PDFBibTeX XMLCite \textit{C. Zheng} and \textit{Y. Wu}, J. Nonparametric Stat. 32, No. 1, 246--261 (2020; Zbl 1435.62447) Full Text: DOI
Ng, Chi Tim; Lee, Woojoo; Lee, Youngjo Logical and test consistency in pairwise multiple comparisons. (English) Zbl 1437.62093 J. Stat. Plann. Inference 206, 145-162 (2020). MSC: 62F03 62F12 62F35 62J15 PDFBibTeX XMLCite \textit{C. T. Ng} et al., J. Stat. Plann. Inference 206, 145--162 (2020; Zbl 1437.62093) Full Text: DOI
Wang, Xin; Zhu, Zhengyuan Small area estimation with subgroup analysis. (English) Zbl 07660203 Stat. Theory Relat. Fields 3, No. 2, 129-135 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Wang} and \textit{Z. Zhu}, Stat. Theory Relat. Fields 3, No. 2, 129--135 (2019; Zbl 07660203) Full Text: DOI
Nguyen, Van Cuong; Ng, Chi Tim Removing the singularity of a penalty via thresholding function matching. (English) Zbl 1439.62165 J. Korean Stat. Soc. 48, No. 4, 613-635 (2019). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{V. C. Nguyen} and \textit{C. T. Ng}, J. Korean Stat. Soc. 48, No. 4, 613--635 (2019; Zbl 1439.62165) Full Text: DOI
Shi, Yueyong; Zhou, Zehui; Jiao, Yuling; Wang, Ju A primal dual active set with continuation algorithm for high-dimensional nonconvex SICA-penalized regression. (English) Zbl 07193757 J. Stat. Comput. Simulation 89, No. 5, 864-883 (2019). MSC: 62F12 62J05 62J07 PDFBibTeX XMLCite \textit{Y. Shi} et al., J. Stat. Comput. Simulation 89, No. 5, 864--883 (2019; Zbl 07193757) Full Text: DOI